ÿþ<html xmlns:v="urn:schemas-microsoft-com:vml" xmlns:o="urn:schemas-microsoft-com:office:office" xmlns:w="urn:schemas-microsoft-com:office:word" xmlns:m="http://schemas.microsoft.com/office/2004/12/omml" xmlns:st1="urn:schemas-microsoft-com:office:smarttags" xmlns="http://www.w3.org/TR/REC-html40"> <head> <meta http-equiv=Content-Type content="text/html; charset=unicode"> <meta name=ProgId content=Word.Document> <meta name=Generator content="Microsoft Word 12"> <meta name=Originator content="Microsoft Word 12"> <link rel=File-List href="index_files/filelist.xml"> <link rel=Edit-Time-Data href="index_files/editdata.mso"> <!--[if !mso]> <style> v\:* {behavior:url(#default#VML);} o\:* {behavior:url(#default#VML);} w\:* {behavior:url(#default#VML);} .shape {behavior:url(#default#VML);} </style> <![endif]--> <title>CS 456 Page</title> <o:SmartTagType namespaceuri="urn:schemas-microsoft-com:office:smarttags" name="place"/> <!--[if gte mso 9]><xml> <o:DocumentProperties> <o:Author>Boris Kovalerchuk</o:Author> <o:LastAuthor>borisk</o:LastAuthor> <o:Revision>10</o:Revision> <o:TotalTime>55</o:TotalTime> <o:Created>2011-09-19T00:32:00Z</o:Created> <o:LastSaved>2011-11-10T00:54:00Z</o:LastSaved> <o:Pages>2</o:Pages> <o:Words>422</o:Words> <o:Characters>2412</o:Characters> <o:Company>Central Washington University</o:Company> <o:Lines>20</o:Lines> <o:Paragraphs>5</o:Paragraphs> <o:CharactersWithSpaces>2829</o:CharactersWithSpaces> <o:Version>12.00</o:Version> </o:DocumentProperties> </xml><![endif]--> <link rel=themeData href="index_files/themedata.thmx"> <link rel=colorSchemeMapping href="index_files/colorschememapping.xml"> <!--[if gte mso 9]><xml> <w:WordDocument> <w:Zoom>200</w:Zoom> <w:SpellingState>Clean</w:SpellingState> <w:GrammarState>Clean</w:GrammarState> <w:TrackMoves>false</w:TrackMoves> <w:TrackFormatting/> <w:ValidateAgainstSchemas/> <w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid> <w:IgnoreMixedContent>false</w:IgnoreMixedContent> <w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText> <w:DoNotPromoteQF/> <w:LidThemeOther>EN-US</w:LidThemeOther> <w:LidThemeAsian>X-NONE</w:LidThemeAsian> <w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript> <w:Compatibility> <w:BreakWrappedTables/> <w:SnapToGridInCell/> <w:WrapTextWithPunct/> <w:UseAsianBreakRules/> <w:DontGrowAutofit/> <w:SplitPgBreakAndParaMark/> <w:DontVertAlignCellWithSp/> <w:DontBreakConstrainedForcedTables/> <w:DontVertAlignInTxbx/> <w:Word11KerningPairs/> <w:CachedColBalance/> </w:Compatibility> <w:BrowserLevel>MicrosoftInternetExplorer4</w:BrowserLevel> <m:mathPr> <m:mathFont m:val="Cambria Math"/> <m:brkBin m:val="before"/> <m:brkBinSub m:val="&#45;-"/> <m:smallFrac m:val="off"/> <m:dispDef/> <m:lMargin m:val="0"/> <m:rMargin m:val="0"/> <m:defJc m:val="centerGroup"/> <m:wrapIndent m:val="1440"/> <m:intLim m:val="subSup"/> <m:naryLim m:val="undOvr"/> </m:mathPr></w:WordDocument> </xml><![endif]--><!--[if gte mso 9]><xml> <w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="false" DefSemiHidden="false" DefQFormat="false" LatentStyleCount="267"> <w:LsdException Locked="false" QFormat="true" Name="Normal"/> <w:LsdException Locked="false" QFormat="true" Name="heading 1"/> <w:LsdException Locked="false" QFormat="true" Name="heading 2"/> <w:LsdException Locked="false" QFormat="true" Name="heading 3"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 4"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 5"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 6"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 7"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 8"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="heading 9"/> <w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="caption"/> <w:LsdException Locked="false" QFormat="true" Name="Title"/> <w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/> <w:LsdException Locked="false" QFormat="true" Name="Subtitle"/> <w:LsdException Locked="false" Priority="99" Name="Hyperlink"/> <w:LsdException Locked="false" Priority="99" Name="FollowedHyperlink"/> <w:LsdException Locked="false" QFormat="true" Name="Strong"/> <w:LsdException Locked="false" QFormat="true" Name="Emphasis"/> <w:LsdException Locked="false" Priority="99" Name="No List"/> <w:LsdException Locked="false" Priority="99" SemiHidden="true" Name="Placeholder Text"/> <w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading"/> <w:LsdException Locked="false" Priority="61" Name="Light List"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/> <w:LsdException Locked="false" Priority="70" Name="Dark List"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/> <w:LsdException Locked="false" Priority="99" SemiHidden="true" Name="Revision"/> <w:LsdException Locked="false" Priority="34" QFormat="true" Name="List Paragraph"/> <w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/> <w:LsdException Locked="false" Priority="30" QFormat="true" Name="Intense Quote"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/> <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/> <w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/> <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/> <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/> <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/> <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/> <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/> <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/> <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/> <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/> <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/> <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/> <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/> <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/> <w:LsdException Locked="false" Priority="19" QFormat="true" Name="Subtle Emphasis"/> <w:LsdException Locked="false" Priority="21" QFormat="true" Name="Intense Emphasis"/> <w:LsdException Locked="false" Priority="31" QFormat="true" Name="Subtle Reference"/> <w:LsdException Locked="false" Priority="32" QFormat="true" Name="Intense Reference"/> <w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/> <w:LsdException Locked="false" Priority="37" SemiHidden="true" UnhideWhenUsed="true" Name="Bibliography"/> <w:LsdException Locked="false" Priority="39" SemiHidden="true" UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/> </w:LatentStyles> </xml><![endif]--><!--[if !mso]><object classid="clsid:38481807-CA0E-42D2-BF39-B33AF135CC4D" id=ieooui></object> <style> st1\:*{behavior:url(#ieooui) } </style> <![endif]--> <style> <!-- /* Font Definitions */ @font-face {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4; mso-font-charset:1; mso-generic-font-family:roman; mso-font-format:other; mso-font-pitch:variable; mso-font-signature:0 0 0 0 0 0;} /* Style Definitions */ p.MsoNormal, li.MsoNormal, div.MsoNormal {mso-style-unhide:no; mso-style-qformat:yes; mso-style-parent:""; margin:0in; margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:12.0pt; font-family:"Times New Roman","serif"; mso-fareast-font-family:"Times New Roman"; color:black;} h2 {mso-style-unhide:no; mso-style-qformat:yes; mso-style-link:"Heading 2 Char"; mso-margin-top-alt:auto; margin-right:0in; mso-margin-bottom-alt:auto; margin-left:0in; mso-pagination:widow-orphan; mso-outline-level:2; font-size:18.0pt; font-family:"Times New Roman","serif"; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; color:black; font-weight:bold;} h3 {mso-style-unhide:no; mso-style-qformat:yes; mso-style-link:"Heading 3 Char"; mso-margin-top-alt:auto; margin-right:0in; mso-margin-bottom-alt:auto; margin-left:0in; mso-pagination:widow-orphan; mso-outline-level:3; font-size:13.5pt; font-family:"Times New Roman","serif"; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; color:black; font-weight:bold;} a:link, span.MsoHyperlink {mso-style-noshow:yes; mso-style-priority:99; mso-style-unhide:no; color:#0000EE; text-decoration:underline; text-underline:single;} a:visited, span.MsoHyperlinkFollowed {mso-style-noshow:yes; mso-style-priority:99; mso-style-unhide:no; color:#551A8B; text-decoration:underline; text-underline:single;} p {mso-style-unhide:no; mso-margin-top-alt:auto; margin-right:0in; mso-margin-bottom-alt:auto; margin-left:0in; mso-pagination:widow-orphan; font-size:12.0pt; font-family:"Times New Roman","serif"; mso-fareast-font-family:"Times New Roman"; color:black;} address {mso-style-unhide:no; mso-style-link:"HTML Address Char"; margin:0in; margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:12.0pt; font-family:"Times New Roman","serif"; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; color:black; font-style:italic;} span.HTMLAddressChar {mso-style-name:"HTML Address Char"; mso-style-unhide:no; mso-style-locked:yes; mso-style-link:"HTML Address"; mso-ansi-font-size:12.0pt; mso-bidi-font-size:12.0pt; color:black; font-style:italic;} span.Heading2Char {mso-style-name:"Heading 2 Char"; mso-style-unhide:no; mso-style-locked:yes; mso-style-link:"Heading 2"; mso-ansi-font-size:13.0pt; mso-bidi-font-size:13.0pt; font-family:"Cambria","serif"; mso-ascii-font-family:Cambria; mso-ascii-theme-font:major-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:major-fareast; mso-hansi-font-family:Cambria; mso-hansi-theme-font:major-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:major-bidi; color:#4F81BD; mso-themecolor:accent1; font-weight:bold;} span.Heading3Char {mso-style-name:"Heading 3 Char"; mso-style-unhide:no; mso-style-locked:yes; mso-style-link:"Heading 3"; mso-ansi-font-size:12.0pt; mso-bidi-font-size:12.0pt; font-family:"Cambria","serif"; mso-ascii-font-family:Cambria; mso-ascii-theme-font:major-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:major-fareast; mso-hansi-font-family:Cambria; mso-hansi-theme-font:major-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:major-bidi; color:#4F81BD; mso-themecolor:accent1; font-weight:bold;} span.SpellE {mso-style-name:""; mso-spl-e:yes;} span.GramE {mso-style-name:""; mso-gram-e:yes;} .MsoChpDefault {mso-style-type:export-only; mso-default-props:yes; font-size:10.0pt; mso-ansi-font-size:10.0pt; mso-bidi-font-size:10.0pt;} @page WordSection1 {size:8.5in 11.0in; margin:56.7pt 42.5pt 56.7pt 85.05pt; mso-header-margin:.5in; mso-footer-margin:.5in; mso-paper-source:0;} div.WordSection1 {page:WordSection1;} /* List Definitions */ @list l0 {mso-list-id:874150252; mso-list-template-ids:63762236;} @list l0:level1 {mso-level-number-format:bullet; mso-level-text:·ð; mso-level-tab-stop:.5in; mso-level-number-position:left; text-indent:-.25in; mso-ansi-font-size:10.0pt; font-family:Symbol;} @list l1 {mso-list-id:1345010002; mso-list-template-ids:1571462352;} @list l1:level1 {mso-level-number-format:bullet; mso-level-text:·ð; mso-level-tab-stop:.5in; mso-level-number-position:left; text-indent:-.25in; mso-ansi-font-size:10.0pt; font-family:Symbol;} @list l2 {mso-list-id:1904831504; mso-list-template-ids:1636313520;} @list l2:level1 {mso-level-number-format:bullet; mso-level-text:·ð; mso-level-tab-stop:.5in; mso-level-number-position:left; text-indent:-.25in; mso-ansi-font-size:10.0pt; font-family:Symbol;} ol {margin-bottom:0in;} ul {margin-bottom:0in;} --> </style> <!--[if gte mso 10]> <style> /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman","serif";} </style> <![endif]--><!--[if gte mso 9]><xml> <o:shapedefaults v:ext="edit" spidmax="4098"/> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body bgcolor="#CCCCCC" lang=EN-US link="#0000EE" vlink="#551A8B" style='tab-interval:.5in' alink="#ff0000"> <div class=WordSection1> <h2><span style='mso-fareast-font-family:"Times New Roman"'>CS 456 - DATA MINING<o:p></o:p></span></h2> <h3><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Instructor Prof. Boris Kovalerchuk&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<o:p></o:p></span></h3> <h3 align=center style='text-align:center'><span style='mso-fareast-font-family: "Times New Roman"'> <hr size=3 width="100%" align=center> </span></h3> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo1;tab-stops:list .5in'><a href="http://www.cwu.edu/~borisk/456/syllabus.html" target="_top">Syllabus</a> </li> <li class=MsoNormal style='color:windowtext;mso-margin-top-alt:auto; mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo1;tab-stops:list .5in'>Midterm exam <span style='color:red'>October 12 </span>(see a guide on <span class=SpellE>neve</span>) <o:p></o:p></li> <li class=MsoNormal style='color:red;mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l2 level1 lfo1;tab-stops:list .5in'><span style='color:windowtext'>Final Project: TBD </span>Nov. 28  Dec. 2 <span style='mso-spacerun:yes'> </span><o:p></o:p></li> </ul> <h2><span style='mso-fareast-font-family:"Times New Roman"'><a href="http://www.cwu.edu/~borisk/456/lect_labs.html">Lectures and Labs</a> </span><span style='mso-fareast-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>(content and</span><span style='mso-fareast-font-family:"Times New Roman"'> </span><span style='mso-fareast-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>schedule</span><span style='mso-fareast-font-family: "Times New Roman"'>)<o:p></o:p></span></h2> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'>Labs and lecture notes are due <span style='color:red'>weekly</span>.<span style='font-size:10.0pt'> </span></li> </ul> <h2><span style='mso-fareast-font-family:"Times New Roman"'><a href="http://www.cwu.edu/~borisk/456/project.html">Project</a> <o:p></o:p></span></h2> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo3;tab-stops:list .5in'>Written project report is due on <span style='color:red'>Nov. 28</span>. </li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo3;tab-stops:list .5in'>Presentation of the project is due on <span style='color:red'>Nov. 28  Dec. 2 </span>in class. </li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo3;tab-stops:list .5in'>Individual students can request alternative projects </li> </ul> <div class=MsoNormal align=center style='text-align:center'> <hr size=3 width="100%" align=center> </div> <p class=MsoNormal align=center style='text-align:center'><o:p>&nbsp;</o:p></p> <h2><span style='mso-fareast-font-family:"Times New Roman"'>Useful links<o:p></o:p></span></h2> <p class=MsoNormal><a href="http://www.cwu.edu/~borisk/finance1/">Data Mining in Finance</a> </p> <p class=MsoNormal><a href="http://www.cwu.edu/~borisk/456/Table7-MP/methods.php">Selection of Data Mining methods</a><span class=MsoHyperlink><o:p></o:p></span></p> <p class=MsoNormal><br> <a href="http://www.twocrows.com/glossary.htm">Data Mining Glossary</a> <br> <a href="http://www.cwu.edu/~borisk/456/examples-sof-links.html">Real world examples and software</a> <br> <a href="http://www.sqlserverdatamining.com/">Microsoft</a> </p> <p class=MsoNormal><span style='font-size:10.0pt'><a href="http://www.microsoft.com/presspass/press/2000/Mar00/DataMiningPR.asp">Microsoft and Leading Data Mining Vendors Line Up In Support of Data Mining Specification</a> <br> <a href="http://www.cwu.edu/~borisk/456/datamin.html">local copy</a></span> </p> <p class=MsoNormal><br> <a href="http://www.kdnuggets.com/education/index.html">Education in Data Mining and Knowledge Discovery</a> <br> <span class=SpellE>CoIL</span> Challenge 2000 &lt;see CS456 on <span class=SpellE>neve</span>&gt; <br> <a href="http://www.ecn.purdue.edu/KDDCUP/">KDD Cup 2000</a> <br> <a href="http://www.biostat.wisc.edu/~craven/kddcup/">KDD Cup 2002</a> <br> <span style='color:windowtext;mso-bidi-font-weight:bold'>FUZZ-IEEE 2002 competition</span> &lt;see CS456 on CS server&gt;</p> <p class=MsoNormal><a href="http://www.cs.umd.edu/hcil/iv03contest/datasets.html"><span class=SpellE>InfoVis</span> 2003 Contest (Seattle, Oct 19, 2003<span class=GramE>)</span><br> </a><a href="http://www.dmreview.com/master.cfm?NavID=68&amp;EdId=4933">DM Review: Data Mining and Modeling: Model Validity</a> <br> <a href="http://www.cs.uvm.edu/~xwu/kdd/index.html">Oth4er Data Mining classes</a> </p> <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><a href="http://www.ics.uci.edu/~mlearn/MLRepository.html">UCI Repository of machine learning databases</a></b>. <st1:city w:st="on"><span class=SpellE>Merz</span>, C.J., &amp; Murphy, P.M. </p> <p class=MsoNormal>Irvine</st1:city>, <st1:state w:st="on">CA</st1:state>: University of <st1:placename w:st="on">California</st1:placename>, Department of Information and Computer Science. </p> <p><b><span style='font-size:13.5pt'>Public Concerns</span></b> <br> <a href="http://www.cwu.edu/~borisk/456/column_nettrends_3.html"><span class=SpellE>NetTrends</span>: What Web Sites Want to Know (About You)</a> <br style='mso-special-character:line-break'> <![if !supportLineBreakNewLine]><br style='mso-special-character:line-break'> <![endif]></p> <h3><span style='mso-fareast-font-family:"Times New Roman"'>Data mining Jobs (<st1:city w:st="on"><st1:place w:st="on">Seattle</st1:city></st1:place> area)<o:p></o:p></span></h3> <p class=MsoNormal><a href="http://www.sqlserverdatamining.com/">Microsoft</a>, Boeing, Expedia.com, Amazon.com <br style='mso-special-character:line-break'> <![if !supportLineBreakNewLine]><br style='mso-special-character:line-break'> <![endif]></p> <p>Boris Kovalerchuk, <span class=SpellE>borisk</span> &lt;AT&gt; CWU &lt;DOT&gt; <span class=SpellE>edu</span></p> <address><span style='mso-fareast-font-family:"Times New Roman"'>Department of Computer Science<o:p></o:p></span></address> <p class=MsoNormal><br> &nbsp; </p> <p><br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; <br> &nbsp; </p> </div> </body> </html>