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Description: Description: Description: Description: Description: C:\Users\ZHANX0B\ZXL_work_KAUST\DM_course\for_website\CS340_files\kaust1.jpg" style='position:absolute;margin-left:0;margin-top:0;width:127.5pt;height:118.5pt; z-index:251658240;visibility:visible;mso-wrap-style:square; mso-width-percent:0;mso-height-percent:0;mso-wrap-distance-left:0; mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-bottom:0; mso-position-horizontal:left;mso-position-horizontal-relative:text; mso-position-vertical:absolute;mso-position-vertical-relative:line; mso-width-percent:0;mso-height-percent:0;mso-width-relative:page; mso-height-relative:page' o:allowoverlap="f"> <v:imagedata src="CS340_files/kaust1.jpg"/> <w:wrap type="square" anchory="line"/> </v:shape><![endif]--><![if !vml]><img width=170 height=158 src="CS340_files/kaust1.jpg" align=left alt="Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: C:\Users\ZHANX0B\ZXL_work_KAUST\DM_course\for_website\CS340_files\kaust1.jpg" v:shapes="Picture_x0020_2"><![endif]><b><span style='font-size:26.0pt'><span style='mso-spacerun:yes'>             </span></span></b><b><span style='font-size:32.0pt;mso-ascii-font-family:"Times New Roman";mso-ascii-theme-font: major-fareast;mso-hansi-font-family:"Times New Roman";mso-hansi-theme-font: major-fareast;mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:major-fareast'>AMCS/CS 340 Data Mining, Fall 2011<o:p></o:p></span></b></p> <p style='margin-top:12.0pt;margin-right:2.9pt;margin-bottom:24.0pt;margin-left: 0in'><b><span style='font-size:32.0pt;mso-ascii-font-family:"Times New Roman"; mso-ascii-theme-font:major-fareast;mso-hansi-font-family:"Times New Roman"; mso-hansi-theme-font:major-fareast;mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:major-fareast'><span style='mso-spacerun:yes'>     </span></span></b><span style='font-size:32.0pt;font-family:"Calibri","sans-serif";mso-ascii-theme-font: minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-theme-font:minor-latin; color:#7030A0'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/project_summary.pdf"><span style='color:#7030A0'>News: Summary of projects</span></a></span><span lang=LB-LU style='font-size:32.0pt;font-family:"Calibri","sans-serif"; mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-theme-font: minor-latin;mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-top:12.0pt;margin-right:2.9pt;margin-bottom:24.0pt;margin-left: 0in'><span style='font-size:26.0pt;font-family:"Calibri","sans-serif"; mso-ascii-theme-font:minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-theme-font: minor-latin;color:#7030A0'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_project"><span style='color:#7030A0'>List of project topic of each team</span></a></span><span lang=LB-LU style='font-size:26.0pt;font-family:"Calibri","sans-serif";mso-ascii-theme-font: minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-theme-font:minor-latin; mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-bottom:0in;margin-bottom:.0001pt'><span lang=LB-LU style='mso-ansi-language:LB-LU'><span style='mso-spacerun:yes'>                       </span></span><span lang=LB-LU style='font-size:20.0pt;mso-ansi-language:LB-LU'><a href="#course"><span lang=EN-US style='mso-ansi-language:EN-US'>Course Info</span></a> </span><span style='font-size:20.0pt'>| </span><span lang=LB-LU style='font-size:20.0pt; mso-ansi-language:LB-LU'><a href="#slides"><span lang=EN-US style='mso-ansi-language: EN-US'>Course Outline and Slides</span></a> </span><span style='font-size:20.0pt'>| </span><span lang=LB-LU style='font-size:20.0pt;mso-ansi-language:LB-LU'><a href="#assignments"><span lang=EN-US style='mso-ansi-language:EN-US'>Assignments</span></a> </span><span style='font-size:20.0pt'>| </span><span lang=LB-LU style='font-size:20.0pt;mso-ansi-language:LB-LU'><a href="#project"><span lang=EN-US style='mso-ansi-language:EN-US'>Project</span></a> </span><span style='font-size:20.0pt'>| </span><span lang=LB-LU style='font-size:20.0pt; mso-ansi-language:LB-LU'><a href="#resource"><span lang=EN-US style='mso-ansi-language: EN-US'>Resources and Reading</span></a><span style='mso-spacerun:yes'>   </span></span><span lang=LB-LU style='font-size:16.0pt;mso-ansi-language:LB-LU'><span style='mso-spacerun:yes'>    </span><o:p></o:p></span></p> <div style='mso-element:para-border-div;border:none;border-bottom:double gray 1.0pt; mso-border-bottom-alt:double gray .75pt;padding:0in 0in 1.0pt 0in'> <p align=center style='margin-bottom:0in;margin-bottom:.0001pt;text-align:center; border:none;mso-border-bottom-alt:double gray .75pt;padding:0in;mso-padding-alt: 0in 0in 1.0pt 0in'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;<o:p></o:p></span></p> </div> <p style='margin-right:2.9pt'><a name=course></a><b><span style='font-size: 24.0pt;background:yellow;mso-highlight:yellow'>Course Information</span></b></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>Instructors:</span></b><span style='mso-ansi-language:LB-LU'> </span><span style='font-size:18.0pt'><a href="http://www.lri.fr/~xlzhang">Xiangliang Zhang</a> (<a href="mailto:Xiangliang.Zhang@kaust.edu.sa">Xiangliang.Zhang@kaust.edu.sa</a>)<o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>TA: Francisco Franco (<a href="mailto:francisco.franco@kaust.edu.sa">francisco.franco@kaust.edu.sa</a></span></b><span style='font-size:18.0pt'>)<o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>Office Hours: </span></b><span style='font-size:18.0pt;background:aqua;mso-highlight:aqua'>Tuesday 3:00-6:00PM</span><span style='font-size:18.0pt'>; Room 4117 of Building 1</span><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>Meeting: </span></b><span style='font-size:18.0pt;background:lime;mso-highlight:lime'>Sun 4:00  5:30PM</span><span style='font-size:18.0pt'>; <span style='background:lime;mso-highlight:lime'>Wed 10:30  12:00PM</span>; Room: <span style='background:lime;mso-highlight:lime'>3224</span> Building 9</span><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>Prerequisites</span></b><span style='font-size:18.0pt'>: Probability Statistic and Linear Algebra.</span><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:.1in;margin-left: 0in'><b><span style='font-size:18.0pt'>Materials:</span></b><span style='mso-ansi-language:LB-LU'> </span><span style='font-size:18.0pt'>There are 3 reference books for the students, as well as the reading literatures coupling with the course content (see </span><span lang=LB-LU style='mso-ansi-language: LB-LU'><a href="#resource"><span lang=EN-US style='font-size:18.0pt;mso-ansi-language: EN-US'>Resources and Reading</span></a></span><span style='font-size:18.0pt'>). The slides will be posted on-line (see </span><span lang=LB-LU style='mso-ansi-language:LB-LU'><a href="#slides"><span lang=EN-US style='font-size:18.0pt;mso-ansi-language:EN-US'>Course Outline and Slides</span></a></span><span style='font-size:18.0pt'>).</span><span lang=LB-LU style='mso-ansi-language: LB-LU'><o:p></o:p></span></p> <p class=MsoNormal><b><span style='font-size:18.0pt'>Grading:</span></b><b><span style='font-size:14.0pt;mso-ascii-font-family:"Times New Roman";mso-ascii-theme-font: major-bidi;mso-hansi-font-family:"Times New Roman";mso-hansi-theme-font:major-bidi; mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:major-bidi'> </span></b><span style='font-size:18.0pt'>The overall grade will be determined based on the following scheme: </span><b><span style='font-size:14.0pt;mso-ascii-font-family: "Times New Roman";mso-ascii-theme-font:major-bidi;mso-hansi-font-family:"Times New Roman"; mso-hansi-theme-font:major-bidi;mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:major-bidi'><o:p></o:p></span></b></p> <p class=MsoNormal align=center style='margin-top:6.0pt;margin-right:0in; margin-bottom:12.0pt;margin-left:0in;text-align:center'><span style='font-size: 18.0pt'>Total score = Homework*40% + Project*40% + Final Exam*20%</span><span style='font-size:18.0pt;mso-fareast-font-family:SimSun'><o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:24.0pt;margin-left: 0in'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;</span><span style='font-size:18.0pt'>(<span class=GramE>see</span> </span><span lang=LB-LU style='font-size:18.0pt;mso-ansi-language:LB-LU'><a href="#assignments"><span lang=EN-US style='mso-ansi-language:EN-US'>Assignments</span></a></span><span lang=LB-LU style='font-size:18.0pt;mso-fareast-font-family:SimSun;mso-ansi-language: LB-LU'> and </span><span lang=LB-LU style='font-size:18.0pt;mso-ansi-language: LB-LU'><a href="#project"><span lang=EN-US style='mso-ansi-language:EN-US'>Project</span></a></span><span lang=LB-LU style='font-size:18.0pt;mso-fareast-font-family:SimSun;mso-ansi-language: LB-LU'> for more information</span><span style='font-size:18.0pt'>).</span><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;</span><b><span style='font-size:18.0pt;mso-fareast-font-family:SimSun'><o:p></o:p></span></b></p> <p style='margin-right:2.9pt'><a name=slides></a><b><span style='font-size: 24.0pt;background:yellow;mso-highlight:yellow'>Course Outline and Slides</span></b><o:p></o:p></p> <table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 align=left width=1379 style='width:1034.6pt;mso-cellspacing:0in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;mso-table-overlap:never;mso-yfti-tbllook: 1184;mso-table-lspace:9.0pt;margin-left:6.75pt;mso-table-rspace:9.0pt; margin-right:6.75pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal: column;mso-table-left:left;mso-table-top:.05pt;mso-padding-alt:1.5pt 1.5pt 1.5pt 1.5pt; mso-border-insideh:.5pt solid windowtext;mso-border-insidev:.5pt solid windowtext'> <COL WIDTH=136><COL WIDTH=229><COL WIDTH=215><COL WIDTH=3><COL WIDTH=146><COL WIDTH=249><COL WIDTH=196> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td width=125 valign=top style='width:94.1pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Date</span></b></p> </div> </td> <td width=252 valign=top style='width:189.0pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Topic &amp; Slides</span></b></p> </div> </td> <td width=264 valign=top style='width:2.75in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Readings</span></b></p> </div> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 valign=top style='width:91.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Date</span></b></p> </div> </td> <td width=274 valign=top style='width:205.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Topic &amp; Slides</span></b></p> </div> </td> <td width=318 valign=top style='width:238.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in; mso-element:frame;mso-element-frame-hspace:9.0pt;mso-element-wrap:around; mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:column; mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size: 18.0pt'>Readings</span></b></p> </div> </td> </tr> <tr style='mso-yfti-irow:1'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40419 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 4, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c1_introduction.pdf">Introduction</a><o:p></o:p></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 1 of <a href="#resource">book</a>1,2,3<o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40421 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 7, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c2_data.pdf">Data</a><o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 2 of <a href="#resource">book</a> 2</span><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40426 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 11, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c3_exploration.pdf">Data Exploration + </a></span><span class=MsoHyperlink><span style='font-size: 14.0pt'><o:p></o:p></span></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span class=MsoHyperlink><span style='font-size: 14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c3_exploration.pdf">Decision Tree</a></span></span><span style='font-size:14.0pt'> </span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 3,4 of <a href="#resource">book</a> 2<o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40428 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 14, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c4_DecisionTree.pdf">Classification: Decision Tree</a> <o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/book2_chapter4.pdf">Chapter 4</a> of book 2, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p1_decisiontree.pdf">paper</a><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:3;height:16.35pt'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt' SDVAL=40440 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 18, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c5_classification2.pdf">Classification II</a><o:p></o:p></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 8,9 of <a href="#resource">book</a><span style='mso-spacerun:yes'>  </span>1,<span style='mso-spacerun:yes'>  </span><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p1_learning_machine.pdf">paper</a><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt' SDVAL=40442 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 21, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c6_classification3.pdf">Bayesian/NN</a><o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:16.35pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p_Bayesian_networks_for_data_mining.pdf"><span class=SpellE>Paper_Bayesian</span></a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/Book_NN.pdf"><span class=SpellE>Book_NN</span></a>,<o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:4;height:12.4pt'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt' SDVAL=40447 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 25, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><span style='mso-spacerun:yes'> </span><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c7_svm.pdf">Support Vector Machine </a><o:p></o:p></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www-stat.stanford.edu/~tibs/ElemStatLearn/">Chapter 12 of book 3</a>(SVM),<o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p2_svmtutorial.pdf"><span class=SpellE>Tutorial_SVM</span></a>, </span><span style='font-size:14.0pt; mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt'></td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt' SDVAL=40449 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Sep 28, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c8_ensemble.pdf">Ensemble</a>,<span style='mso-spacerun:yes'>  </span><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c8_regression.pdf">Regression</a><span style='mso-spacerun:yes'>  </span><o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:12.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://ews.uiuc.edu/~jinggao3/sdm10ensemble.htm"><span class=SpellE>Tutorial_Ensemble</span></a><o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www-stat.stanford.edu/~jtaylo/courses/stats203/index.html"><span class=SpellE>Regression_course</span></a><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:5'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40454 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 2, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c8_regression.pdf">Regression</a><span style='mso-spacerun:yes'>  </span><o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c9_project_topics.pdf">Discussion of project topics</a><o:p></o:p></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/highlight_DM2010.pdf">Highlight of projects in AMCS/CS340 DM 2010 Fall</a><o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p>&nbsp;</o:p></span></p> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40456 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 5, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c10_recsys.pdf">Recommendation System</a><o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/chapter_dm_rcmd.pdf"><span class=SpellE>DM_rcmd</span></a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p4_content_based_recommendation.pdf">Content-Based <span class=SpellE>Rcmd</span></a>,<o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www10.org/cdrom/papers/519/">Item-based Collaborative Filtering</a></span><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:6;height:28.95pt'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt' SDVAL=40461 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 9, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c10_recsys.pdf">Recommendation System</a><o:p></o:p></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p4_CF1.pdf">Collaborative filtering1</a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p4_CF2.pdf">Collaborative filtering2</a><o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:28.95pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt' SDVAL=40463 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 12, 2011<o:p></o:p></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c12_clustering1.pdf">Clustering I</a><o:p></o:p></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt;height:28.95pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/book2_chapter8.pdf">Chapter 8</a> book2,<o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 8 of <a href="#resource">book</a> 1</span><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:7;height:20.4pt'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt' SDVAL=40468 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 16, 2011<o:p></o:p></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c13_clustering2.pdf">Clustering II</a> <o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>(<a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c13_clustering2.pptx">.<span class=SpellE>pptx</span></a></span> <span style='font-size:14.0pt'>with animations)</span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/book2_chapter8.pdf">Chapter 8</a> book2,<o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 8 of <a href="#resource">book</a> 1</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p>&nbsp;</o:p></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 19, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt' SDVAL=40470 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c14_clustering3.pdf">Clustering III</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt; height:20.4pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/book2_chapter8.pdf">Chapter 8</a> book2,<span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Chapter 8 of <a href="#resource">book</a> 1<span class=MsoHyperlink><span style='color:black; text-decoration:none;text-underline:none'><o:p></o:p></span></span></span></p> </td> </tr> <tr style='mso-yfti-irow:8'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40475 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 23, 2011<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c15_association.pdf">Associations</a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/book2_chapter6.pdf">Chapter 6</a> of book2</span><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 26, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40477 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c16_PageRank.pdf">PageRank</a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p5_pagerank_Hastie_Tibshirani_Friedman%20ESLII.pdf">PR_book3</a>,<span style='mso-spacerun:yes'>  </span><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p6_PageRank.pdf">PageRank</a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p10_google.pdf">Google</a>, <o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p7_Topic_PageRank.pdf"><span class=SpellE>Topic_PageRank</span></a>,<span style='mso-spacerun:yes'>  </span><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p9_WebSpam_TrustRank.pdf"><span class=SpellE>WebSpam_TrustRank</span></a><o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.ams.org/samplings/feature-column/fcarc-pagerank">How Google <span class=GramE>Finds .....</span></a></span><span style='font-size:14.0pt; mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:9'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Oct 30, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40482 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c16_PageRank.pdf">PageRank</a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.ams.org/samplings/feature-column/fcarc-pagerank">How Google <span class=GramE>Finds .....</span></a></span><span style='font-size:14.0pt; mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 2, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40484 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c18_top10.pdf">Discussion of Top10 DM <span class=SpellE>algos</span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;text-indent:12.0pt; tab-stops:121.0pt;mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p10_top10.pdf">Paper of Top10 DM <span class=SpellE>algos</span></a> </span><span class=MsoHyperlink><span style='font-size:14.0pt;color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> </tr> <tr style='mso-yfti-irow:10'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40489 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 13, 2011<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c19_SocialGraph.pdf">Social Network Mining</a><span class=MsoHyperlink><span style='color:black; text-decoration:none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p11_Data%20Mining%20in%20Social%20Networks.pdf">DM in Social Networks</a><o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center;text-indent:12.0pt; tab-stops:121.0pt;mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p12_Comparison%20of%20Algorithms%20for%20Community%20detection.pdf">Community Detection</a><o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span></span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40491 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 16, 2011<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c20_featureselection.pdf">Feature Selection</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p14_guyon_JMLR03.pdf">Intro Feature Selection</a><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:11'> <td width=125 valign=top style='width:94.1pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 20, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40503 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c21_DR.pdf">Dimensionality Reduction</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p15_DR_tutorial.pdf"><span class=SpellE>DR_tutorial</span></a> , <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p16_DR_survey.pdf"><span class=SpellE>DR_survey</span></a></span><span style='font-size:14.0pt; mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 23, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40505 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c21_DR.pdf">Dimensionality Reduction</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p15_DR_tutorial.pdf"><span class=SpellE>DR_tutorial</span></a> , <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p16_DR_survey.pdf"><span class=SpellE>DR_survey</span></a></span><span style='font-size:14.0pt; mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:12'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 27, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40510 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c23_streams.pdf">Mining Data Streams</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.csse.monash.edu.au/%7Emgaber/WResources.htm">Mining Data Streams Bibliography</a></span><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 style='width:.25in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td> <td width=122 style='width:91.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Nov 30, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=274 style='width:205.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40512 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/c24_largescale.pdf">Large-scale data mining</a><span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> <td width=318 style='width:238.5pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:13.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://atbrox.com/2010/05/08/mapreduce-hadoop-algorithms-in-academic-papers-may-2010-update/"><span class=SpellE>Mapreduce</span> &amp; <span class=SpellE>Hadoop</span></a></span><span class=MsoHyperlink><span style='font-size:13.0pt'><o:p></o:p></span></span></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span class=MsoHyperlink><span style='font-size: 13.0pt;mso-fareast-font-family:"Times New Roman"'><a href="http://atbrox.com/2010/05/08/mapreduce-hadoop-algorithms-in-academic-papers-may-2010-update/">Algorithms in Papers</a></span></span><span style='font-size:13.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'> , <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/p19_hadoop.doc"><span class=SpellE>Hadoop</span></a></span><span style='font-size:10.0pt; color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:13'> <td width=125 valign=top style='width:94.1pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Dec 4, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=252 valign=top style='width:189.0pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40517 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt'>Final project presentation</span></b><span class=MsoHyperlink><span style='font-size:14.0pt; color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=264 valign=top style='width:2.75in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_project">TID 1-3, 5, 6, 11-14</a></span></b><b><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></b></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span></span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=122 valign=top style='width:91.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40519 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><span style='font-size:14.0pt'>Dec 7, 2011<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </td> <td width=274 valign=top style='width:205.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt'>Final project presentation</span></b><span class=MsoHyperlink><span style='font-size:14.0pt; color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=318 valign=top style='width:238.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;background:#D2EAF1;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_project">TID 4, 6, 8-10, 15-17</a></span></b><b><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></b></p> </td> </tr> <tr style='mso-yfti-irow:14;mso-yfti-lastrow:yes'> <td width=125 style='width:94.1pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt'>Dec 10-14, 2011</span><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=252 style='width:189.0pt;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40524 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><b><span style='font-size:14.0pt'>Final Exam</span></b><span class=MsoHyperlink><span style='font-size:14.0pt;color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=264 style='width:2.75in;border:solid windowtext 1.0pt;mso-border-alt: solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt'>Sunday<span style='mso-spacerun:yes'>   </span>Dec. 11, 2011<o:p></o:p></span></b></p> <p class=MsoNormal align=center style='text-align:center;mso-element:frame; mso-element-frame-hspace:9.0pt;mso-element-wrap:around;mso-element-anchor-vertical: paragraph;mso-element-anchor-horizontal:column;mso-element-top:.05pt; mso-height-rule:exactly'><b><span style='font-size:14.0pt'>3:00 PM<span style='mso-spacerun:yes'>    </span>Room 3225</span></b><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> <td width=24 valign=top style='width:.25in;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span></span><span class=MsoHyperlink><span style='font-size:14.0pt;color:windowtext;text-decoration:none;text-underline: none'><o:p></o:p></span></span></p> </td> <td width=122 valign=top style='width:91.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt' SDVAL=40526 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span></span><span class=MsoHyperlink><span style='font-size:14.0pt;color:windowtext;text-decoration:none;text-underline: none'><o:p></o:p></span></span></p> </td> <td width=274 valign=top style='width:205.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 14.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><span style='mso-spacerun:yes'> </span></span><span class=MsoHyperlink><span style='font-size:14.0pt;color:windowtext;text-decoration:none;text-underline: none'><o:p></o:p></span></span></p> </td> <td width=318 valign=top style='width:238.5pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:1.5pt 1.5pt 1.5pt 1.5pt'> <p class=MsoNormal style='mso-element:frame;mso-element-frame-hspace:9.0pt; mso-element-wrap:around;mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal: column;mso-element-top:.05pt;mso-height-rule:exactly'><span style='font-size: 13.0pt'><span style='mso-spacerun:yes'>  </span><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></span></p> </td> </tr> </table> <p align=center style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:0in; margin-left:0in;margin-bottom:.0001pt;text-align:center'><span lang=LB-LU style='mso-ansi-language:LB-LU'><br clear=all> &nbsp;<span class=MsoHyperlink><span style='color:black;text-decoration:none; text-underline:none'><o:p></o:p></span></span></span></p> <div style='mso-element:para-border-div;border:none;border-bottom:double gray 1.0pt; mso-border-bottom-alt:double gray .75pt;padding:0in 0in 2.0pt 0in'> <p align=center style='margin-bottom:0in;margin-bottom:.0001pt;text-align:center; border:none;mso-border-bottom-alt:double gray .75pt;padding:0in;mso-padding-alt: 0in 0in 2.0pt 0in'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </div> <p style='margin-right:2.9pt'><a name=assignments></a><b><span style='font-size:24.0pt;background:yellow;mso-highlight:yellow'>Assignments</span></b></p> <p style='margin-right:2.9pt'><span style='font-size:18.0pt'>Please send your homework answers to the <a href="http://blackboard.kaust.edu.sa/">KAUST blackboard system</a> before the due date. </span><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> <table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 width=716 style='width:537.0pt;mso-cellspacing:0in;mso-yfti-tbllook:1184;mso-padding-alt: 0in 0in 0in 0in'> <COL WIDTH=369><COL WIDTH=317> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td width=385 valign=top style='width:288.85pt;padding:0in 0in 0in 0in'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in'><b><span style='font-size:18.0pt'>Assignment</span></b></p> </div> </td> <td width=331 valign=top style='width:248.15pt;padding:0in 0in 0in 0in'> <div style='mso-element:para-border-div;border-top:solid #4BACC6 1.0pt; border-left:none;border-bottom:solid #4BACC6 1.0pt;border-right:none; padding:1.0pt 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-top-alt:solid #4BACC6 1.0pt; mso-border-bottom-alt:solid #4BACC6 1.0pt;padding:0in;mso-padding-alt:1.0pt 0in 1.0pt 0in'><b><span style='font-size:18.0pt'>Due Date</span></b></p> </div> </td> </tr> <tr style='mso-yfti-irow:1'> <td width=385 valign=top style='width:288.85pt;background:#D2EAF1;padding: 0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><b><span style='font-size:14.0pt'>Classification A (<a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/homework1_A.docx"><span style='color:black;text-decoration:none;text-underline:none'>doc</span></a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/homework1_A.pdf"><span style='color:black;text-decoration:none;text-underline:none'>pdf</span></a>)</span></b><span class=MsoHyperlink><span style='font-size:14.0pt;color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=331 valign=top style='width:248.15pt;background:#D2EAF1;padding: 0in 0in 0in 0in' SDVAL=40447 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><span style='font-size:16.0pt'>Monday September 26, 11:59pm<span class=MsoHyperlink><span style='color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></span></p> </td> </tr> <tr style='mso-yfti-irow:2'> <td width=385 valign=top style='width:288.85pt;background:#D2EAF1;padding: 0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><b><span style='font-size:14.0pt'>Classification B<span style='mso-spacerun:yes'>  </span>(<a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/homework2.docx"><span style='color:black;text-decoration:none;text-underline:none'>doc</span></a>, <a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/homework2.pdf"><span style='color:black;text-decoration:none;text-underline:none'>pdf</span></a>)<span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></b></p> </td> <td width=331 valign=top style='width:248.15pt;background:#D2EAF1;padding: 0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><span style='font-size:16.0pt'>Monday October 10, 11:59pm</span><span class=MsoHyperlink><span style='font-size:13.0pt; color:black;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> </tr> <tr style='mso-yfti-irow:3'> <td width=385 valign=top style='width:288.85pt;background:#D2EAF1;padding: 0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><b><span style='font-size:14.0pt'>Clustering (doc, pdf)</span></b><span class=MsoHyperlink><span style='font-size:14.0pt;color:black;text-decoration: none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=331 valign=top style='width:248.15pt;background:#D2EAF1;padding: 0in 0in 0in 0in' SDVAL=40454 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center'><span style='font-size:16.0pt'>Friday October 28, 11:59pm</span><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:4'> <td width=385 valign=top style='width:288.85pt;padding:0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><b><span style='font-size:14.0pt'>Association Rule (doc, pdf)</span></b><span class=MsoHyperlink><span style='color:windowtext; text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </td> <td width=331 valign=top style='width:248.15pt;padding:0in 0in 0in 0in' SDVAL=40468 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center'><span style='font-size:16.0pt'>Friday November 18, 11:59pm</span><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:5'> <td width=385 valign=top style='width:288.85pt;background:#D2EAF1;padding: 0in 0in 0in 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center'><b><span style='font-size:14.0pt'>PageRank (doc, pdf)</span></b><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none; text-underline:none'><o:p></o:p></span></span></p> </td> <td width=331 valign=top style='width:248.15pt;background:#D2EAF1;padding: 0in 0in 0in 0in' SDVAL=40477 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center'><span style='font-size:16.0pt'>Friday November 18, 11:59pm</span><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:6'> <td width=385 valign=top style='width:288.85pt;padding:0in 0in 0in 0in'> <div style='mso-element:para-border-div;border:none;border-bottom:solid #4BACC6 1.0pt; padding:0in 0in 1.0pt 0in'> <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;text-align:center;border:none;mso-border-bottom-alt:solid #4BACC6 1.0pt; padding:0in;mso-padding-alt:0in 0in 1.0pt 0in'><b><span style='font-size: 14.0pt'>Feature Selection (doc, pdf)</span></b><span class=MsoHyperlink><span style='color:windowtext;text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> </div> </td> <td width=331 valign=top style='width:248.15pt;padding:0in 0in 0in 0in' SDVAL=40503 SDNUM="9;0;MMM D, YYYY"> <p class=MsoNormal align=center style='text-align:center'><span style='font-size:16.0pt'>Wednesday November 30, 11:59pm</span><span style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:windowtext'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:7;mso-yfti-lastrow:yes;height:8.7pt'> <td width=385 valign=top style='width:288.85pt;background:#D2EAF1;padding: 0in 0in 0in 0in;height:8.7pt'> <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p>&nbsp;</o:p></span></p> </td> <td width=331 valign=top style='width:248.15pt;background:#D2EAF1;padding: 0in 0in 0in 0in;height:8.7pt'> <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family: "Times New Roman";color:windowtext'><o:p>&nbsp;</o:p></span></p> </td> </tr> </table> <p align=center style='margin-bottom:12.25pt;text-align:center'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;</span><span class=MsoHyperlink><span style='font-size:10.0pt;color:windowtext;text-decoration: none;text-underline:none'><o:p></o:p></span></span></p> <p style='margin-right:2.9pt'><a name=project></a><b><span style='font-size: 24.0pt;background:yellow;mso-highlight:yellow'>Project</span></b></p> <p style='margin-right:2.9pt'><span style='font-size:18.0pt'>The CS340 Data Mining course contains a project work. The project should be a <b>software implementation</b> related to what you learned from the course. It can be a work</span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l3 level1 lfo2;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:16.0pt; mso-bidi-font-size:22.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>discovering interesting relationships within a significant amount of data</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l3 level1 lfo2;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:16.0pt; mso-bidi-font-size:22.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>having some original idea that extends/builds on what we learned in class</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l3 level1 lfo2;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:16.0pt; mso-bidi-font-size:22.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>extending/improving/speeding-up some existing algorithm</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l3 level1 lfo2;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:16.0pt; mso-bidi-font-size:22.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>defining a new problem and solving it</span><span style='mso-ansi-language: LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-right:2.9pt'><span style='font-size:18.0pt'>The project work can be done <b>individually</b> or in a team of no more than <b>two</b>. We will expect more from a pair than from an individual. The effort of the two should be evenly distributed.</span></p> <p class=MsoListParagraph style='margin-top:24.0pt;margin-right:0in;margin-bottom: 0in;margin-left:0in;margin-bottom:.0001pt;mso-add-space:auto'><span style='font-size:18.0pt'>The score of your project will be evaluated by:<o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center'><span style='font-size:18.0pt'>Technical quality (30) + significance (30) + novelty/impact (20) + report/ presentation (20)<o:p></o:p></span></p> <p class=MsoNormal style='margin-top:.25in'><span style='font-size:18.0pt'>You are encouraged to start your project earlier. The best way is to pose the question (topic of your project) at the beginning of course and learn how to solve it during the class. <o:p></o:p></span></p> <p style='margin-top:12.95pt;margin-right:2.9pt;margin-bottom:0in;margin-left: 0in;margin-bottom:.0001pt'><span style='font-size:18.0pt'>Some <b>project ideas</b> (we encourage you define the project/question yourself):</span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l0 level1 lfo4; tab-stops:list .5in'><![if !supportLists]><span style='font-size:16.0pt; mso-bidi-font-size:20.0pt;mso-fareast-font-family:"Times New Roman"'><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>Implement collaborative filtering technique on certain basket/item data (from Netflix, for instance) </span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l0 level1 lfo4; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 16.0pt;mso-bidi-font-size:20.0pt;mso-fareast-font-family:"Times New Roman"; mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size:18.0pt'>Design and implement frequent <span class=SpellE>itemset</span> identification by better 1-pass algorithms</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l0 level1 lfo4; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 16.0pt;mso-bidi-font-size:20.0pt;mso-fareast-font-family:"Times New Roman"; mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size:18.0pt'>A comparative study and/or implementation of temporal association rule mining techniques</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l0 level1 lfo4; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 16.0pt;mso-bidi-font-size:20.0pt;mso-fareast-font-family:"Times New Roman"; mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size:18.0pt'>More ideas will be added.</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: 0in;margin-bottom:.0001pt'><b><span style='font-size:18.0pt'>Project Deliverables:</span></b></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l4 level1 lfo6; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><b><span style='font-size: 18.0pt'>Project proposal</span></b><span style='font-size:18.0pt'>: A one-page description of what you plan to do for your project, due Oct. 15<sup>th</sup>.</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l4 level1 lfo6; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:18.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><b><span style='font-size: 18.0pt'>Midway report:</span></b> <span style='font-size:18.0pt'>A 1- or 2-page report of what you have done so far, due Nov 12<sup>nd</sup>.<o:p></o:p></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l4 level1 lfo6; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><b><span style='font-size: 18.0pt'>Final project</span></b><span style='font-size:18.0pt'>: A comprehensive description of your project (5-10 pages), due Dec 3<sup>rd</sup>.</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:12.95pt;margin-right:0in;margin-bottom:0in;margin-left: .5in;margin-bottom:.0001pt;text-indent:-.25in;mso-list:l4 level1 lfo6; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><b><span style='font-size: 18.0pt'>Final presentation</span></b><span style='font-size:18.0pt'>: In the last week of class (Dec 4<sup>th</sup></span><span style='mso-ansi-language: LB-LU'> </span><span style='font-size:18.0pt'>and 7<sup>th</sup>)<span class=GramE>,</span> each team presents their project to the rest of the class. The slides of your project will be posted online here, showing your work to more people. </span><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p align=center style='margin-bottom:12.25pt;text-align:center'><span lang=LB-LU style='mso-ansi-language:LB-LU'><a href="http://www.lri.fr/~xlzhang/KAUST/CS340_slides/homework2.pdf"><span style='color:black;text-decoration:none;text-underline:none'><span style='mso-field-code:" HYPERLINK \0022http\:\/\/www\.lri\.fr\/~xlzhang\/KAUST\/CS340_slides\/homework2\.pdf\0022 "'><span style='mso-field-code:" HYPERLINK \0022http\:\/\/www\.lri\.fr\/~xlzhang\/KAUST\/CS340_slides\/homework2\.pdf\0022 "'><span style='mso-field-code:" HYPERLINK \0022http\:\/\/www\.lri\.fr\/~xlzhang\/KAUST\/CS340_slides\/homework2\.pdf\0022 "'>&nbsp;</span></span></span></span></a></span><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></p> <p style='margin-right:2.9pt'><a name=resource></a><b><span style='font-size: 24.0pt;background:yellow;mso-highlight:yellow'>Resources and Readings</span></b></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:12.25pt; margin-left:0in'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;<o:p></o:p></span></p> <p style='margin-right:2.9pt'><b><span style='font-size:18.0pt'>Books:</span></b></p> <h1 style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:5.05pt; margin-left:.5in;text-indent:-.25in'><span style='font-size:18.0pt;mso-fareast-font-family: "Times New Roman"'>1. Data Mining: Concepts and Techniques.</span><span style='mso-fareast-font-family:"Times New Roman";mso-ansi-language:LB-LU'> </span><span lang=DE style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman"; mso-ansi-language:DE;font-weight:normal'>Jiawei Han, Micheline Kamber and Jian Pei. <a href="http://www.cs.uiuc.edu/homes/hanj/bk2/">Slides 2</a></span><span lang=LB-LU style='mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><a href="http://www.cs.uiuc.edu/homes/hanj/bk2/"><sup><span lang=DE style='font-size:18.0pt;mso-ansi-language:DE;font-weight:normal'>nd</span></sup><span lang=DE style='mso-ansi-language:DE'> </span><span lang=DE style='font-size: 18.0pt;mso-ansi-language:DE;font-weight:normal'>ed.(2006)</span></a> </span><span lang=DE style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman"; mso-ansi-language:DE;font-weight:normal'>and <a href="http://www.cs.uiuc.edu/homes/hanj/bk2/bk3_slidesindex.htm">Slides 3</a></span><span lang=LB-LU style='mso-fareast-font-family:"Times New Roman";mso-ansi-language: LB-LU'><a href="http://www.cs.uiuc.edu/homes/hanj/bk2/bk3_slidesindex.htm"><sup><span lang=DE style='font-size:18.0pt;mso-ansi-language:DE;font-weight:normal'>rd</span></sup><span lang=DE style='mso-ansi-language:DE'> </span><span lang=DE style='font-size: 18.0pt;mso-ansi-language:DE;font-weight:normal'>ed.(2010)</span></a><o:p></o:p></span></h1> <h1 style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:5.05pt; margin-left:.5in;text-indent:-.25in'><strong><span lang=LB-LU style='font-size: 18.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language:LB-LU'>2. </span></strong><span class=GramE><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman"'>Introduction to Data Mining.</span></span><span style='mso-fareast-font-family:"Times New Roman"; mso-ansi-language:LB-LU'> </span><span class=GramE><strong><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";font-weight: normal'>Pang-<span class=SpellE>Ning</span> Tan, Michael Steinbach, and <span class=SpellE>Vipin</span> Kumar (2005).</span></strong></span><strong><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";font-weight: normal'> <a href="http://www-users.cs.umn.edu/~kumar/dmbook/index.php#item3">Sample Chapters and Slides</a>.</span></strong><span lang=LB-LU style='mso-fareast-font-family: "Times New Roman";mso-ansi-language:LB-LU'><o:p></o:p></span></h1> <h1 style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:5.05pt; margin-left:.5in;text-indent:-.25in'><strong><span style='font-size:18.0pt; mso-fareast-font-family:"Times New Roman"'>3. The Elements of Statistical Learning: Data Mining, Inference, and Prediction</span></strong><strong><span style='mso-fareast-font-family:"Times New Roman"'>. </span></strong><span class=GramE><strong><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman"; font-weight:normal'>Hastie, <span class=SpellE>Tibshirani</span>, and Friedman (2009).</span></strong></span><span style='mso-fareast-font-family:"Times New Roman"; mso-ansi-language:LB-LU'> <span lang=LB-LU><a href="http://www-stat.stanford.edu/~tibs/ElemStatLearn/"><span lang=EN-US style='font-size:18.0pt;mso-ansi-language:EN-US;font-weight:normal'>Download PDF</span></a><o:p></o:p></span></span></h1> <p style='margin-right:2.9pt'><span lang=LB-LU style='mso-ansi-language:LB-LU'>&nbsp;</span><b><span style='font-size:18.0pt'>Related Papers:</span></b></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:12.25pt; margin-left:.5in;text-indent:-.25in;mso-list:l5 level1 lfo8'><![if !supportLists]><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"'><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span class=SpellE><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"'>Deniz</span></span><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"'> <span class=SpellE>Yuret</span>, <a href="http://www.lri.fr/~xlzhang/CS340_slides/p1_decisiontree.pdf">Introduction to Decision tree</a>.<o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:12.25pt; margin-left:.5in;text-indent:-.25in;mso-list:l5 level1 lfo8'><![if !supportLists]><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"'><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 16.0pt;mso-fareast-font-family:"Times New Roman"'>CHRISTOPHER J.C. BURGES, <a href="http://www.lri.fr/~xlzhang/CS340_slides/p2_svmtutorial.pdf">A Tutorial on Support Vector Machines for Pattern Recognition</a>. Data Mining and Knowledge Discovery 1998.<o:p></o:p></span></p> <p style='margin-top:5.05pt;margin-right:2.9pt;margin-bottom:12.25pt; margin-left:.5in;text-indent:-.25in;mso-list:l5 level1 lfo8'><![if !supportLists]><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"'><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 16.0pt;mso-fareast-font-family:"Times New Roman"'>Norbert Jankowski and Krzysztof <span class=SpellE>Grabczewski</span>, <a href="http://www.lri.fr/~xlzhang/CS340_slides/p1_learning_machine.pdf">Learning Machines</a>, Chapter 1 of<span style='mso-spacerun:yes'>  </span>Feature extraction: foundations and applications, 2006<o:p></o:p></span></p> <p style='margin-right:2.9pt'><b><span style='font-size:18.0pt'>Data Sets:</span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l1 level1 lfo10;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>190 data sets for Classification, Clustering, Regression and Recommender-Systems. <a href="http://archive.ics.uci.edu/ml/datasets.html">UCI Machine learning repository</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l1 level1 lfo10; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 18.0pt'>KDD Cup, the annual Data Mining and Knowledge Discovery competition</span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-left:.5in'><span style='font-size:18.0pt'>KDD Cup 2010 <a href="https://pslcdatashop.web.cmu.edu/KDDCup/">Educational Data Mining</a>, KDD Cup 2009 <a href="http://www.kddcup-orange.com/">Fast Scoring on a Large Database</a>, KDD Cup 2008 <a href="http://www.kddcup2008.com/">Breast cancer</a>, KDD Cup 2007 <a href="http://www.cs.uic.edu/~liub/Netflix-KDD-Cup-2007.html">Consumer recommendations</a>, KDD Cup 2005 <a href="http://www.sigkdd.org/kddcup/index.php?section=2005&amp;method=info">Internet user search query categorization</a>, KDD Cup 2003 <a href="http://www.cs.cornell.edu/projects/kddcup/">Network mining and usage log analysis</a>, KDD Cup 1999 <a href="http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html">Computer network intrusion detection</a>, and <a href="http://www.sigkdd.org/kddcup/index.php">more</a>.</span><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p></o:p></span></p> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l1 level1 lfo10; tab-stops:list .5in'><![if !supportLists]><span lang=LB-LU style='font-size: 10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span lang=LB-LU style='mso-ansi-language:LB-LU'><a href="http://fimi.cs.helsinki.fi/data/"><span style='font-size:18.0pt'>Frequent Itemset Mining Dataset Repository</span></a><o:p></o:p></span></p> <p style='margin-top:5.0pt;margin-right:2.9pt;margin-bottom:12.0pt;margin-left: 0in'><span lang=LB-LU style='mso-ansi-language:LB-LU'><o:p>&nbsp;</o:p></span></p> <p style='margin-right:2.9pt'><b><span style='font-size:18.0pt'>Data Mining courses at other universities:</span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 13.0pt'>Stanford University, USA: <a href="http://www.stanford.edu/class/cs345a/index.html">CS345, Winter 2010</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 13.0pt'>Stanford University, USA: <a href="http://infolab.stanford.edu/~ullman/mining/2008/index.html">CS345, Winter 2007-8</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 13.0pt'>Stanford University, USA: <a href="http://infolab.stanford.edu/~ullman/mining/2006/">CS345, Autumn 2006</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 13.0pt'>University of Illinois, USA: <a href="https://agora.cs.illinois.edu/display/cs512/Home">CS512, Spring 2010</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:6.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span style='font-size: 13.0pt'>Purdue University, USA: <a href="http://www.cs.purdue.edu/homes/clifton/cs590d/">CS590, Spring 2005</a></span><span style='mso-ansi-language:LB-LU'> <span lang=LB-LU><o:p></o:p></span></span></p> <p style='margin-top:6.0pt;margin-right:0in;margin-bottom:0in;margin-left:.5in; margin-bottom:.0001pt;text-indent:-.25in;mso-list:l2 level1 lfo12;tab-stops: list .5in'><![if !supportLists]><span lang=LB-LU style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;mso-ansi-language:LB-LU'><span style='mso-list: Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span dir=LTR></span><span lang=LB-LU style='mso-ansi-language:LB-LU'><a href="http://www.autonlab.org/tutorials/">Statistical Data Mining Tutorials<span style='mso-spacerun:yes'>  </span>by Andrew Moore</a>, VC dimension, SVM, PCA, HMM, Decision Tree, Regreesion, etc.<o:p></o:p></span></p> <p style='margin-top:6.0pt;margin-right:0in;margin-bottom:0in;margin-left:0in; margin-bottom:.0001pt'><span class=MsoHyperlink><span style='color:black; text-decoration:none;text-underline:none'><o:p>&nbsp;</o:p></span></span></p> </div> </body> </html>