Lecture12
117 Pages

Lecture12

Course Number: CSI 535, Fall 2009

College/University: SUNY Albany

Word Count: 108705

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%!PS-Adobe-3.0 %%Title: Microsoft PowerPoint - Lecture12 %%Creator: PScript5.dll Version 5.2 %%CreationDate: 2/18/2003 15:22:10 %%For: Ian %%BoundingBox: (atend) %%Pages: (atend) %%Orientation: Landscape %%PageOrder: Special %%DocumentNeededResources: (atend) %%DocumentSuppliedResources: (atend) %%DocumentData: Clean7Bit %%TargetDevice: (LaserWriter 16/600 PS) (2014.106) 1 %%LanguageLevel: 2 % %%EndComments...

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%%Title: %!PS-Adobe-3.0 Microsoft PowerPoint - Lecture12 %%Creator: PScript5.dll Version 5.2 %%CreationDate: 2/18/2003 15:22:10 %%For: Ian %%BoundingBox: (atend) %%Pages: (atend) %%Orientation: Landscape %%PageOrder: Special %%DocumentNeededResources: (atend) %%DocumentSuppliedResources: (atend) %%DocumentData: Clean7Bit %%TargetDevice: (LaserWriter 16/600 PS) (2014.106) 1 %%LanguageLevel: 2 % %%EndComments %%BeginDefaults %%PageBoundingBox: 12 15 599 782 %%ViewingOrientation: 0 1 -1 0 % %%EndDefaults [{ %%BeginFeature: *JobPatchFile 2 /filterLineCapBugCTM where {pop false} {true} ifelse statusdict begin version cvi 2014 eq revision 1.1 lt end and and { userdict begin /sysdictSc systemdict /scale get def /sysdictSa systemdict /setstrokeadjust get def /sysdictLc systemdict /setlinecap get def /sysdictIm systemdict /initmatrix get def /sysdictCc systemdict /concat get def /sysdictSm systemdict /setmatrix get def /filterLineCapBugCTM matrix def /filterLCBCTM { currentstrokeadjust currentlinecap 2 eq and { filterLineCapBugCTM currentmatrix dup dup 0 get abs exch 3 get abs ne exch dup 1 get abs exch 2 get abs ne or {1 sysdictLc} if } if } bind def /scale {sysdictSc filterLCBCTM} bind def /setlinecap {sysdictLc filterLCBCTM} bind def /setstrokeadjust {sysdictSa filterLCBCTM} bind def /initmatrix {sysdictIm filterLCBCTM} bind def /concat {sysdictCc filterLCBCTM} bind def /setmatrix {sysdictSm filterLCBCTM} bind def end /sysdictSc /sysdictSa /sysdictLc /sysdictIm /sysdictCc /sysdictSm 6 {userdict exch undef} repeat } if %%EndFeature } stopped cleartomark %%BeginProlog %%BeginResource: file Pscript_WinNT_VMErrorHandler 5.0 0 /currentpacking where{pop/oldpack currentpacking def/setpacking where{pop false setpacking}if}if/$brkpage 64 dict def $brkpage begin/prnt{dup type/stringtype ne{=string cvs}if dup length 6 mul/tx exch def/ty 10 def currentpoint/toy exch def/tox exch def 1 setgray newpath tox toy 2 sub moveto 0 ty rlineto tx 0 rlineto 0 ty neg rlineto closepath fill tox toy moveto 0 setgray show}bind def /nl{currentpoint exch pop lmargin exch moveto 0 -10 rmoveto}def/=={/cp 0 def typeprint nl}def/typeprint{dup type exec}readonly def/lmargin 72 def/rmargin 72 def/tprint{dup length cp add rmargin gt{nl/cp 0 def}if dup length cp add/cp exch def prnt}readonly def/cvsprint{=string cvs tprint( )tprint}readonly def /integertype{cvsprint}readonly def/realtype{cvsprint}readonly def/booleantype {cvsprint}readonly def/operatortype{(--)tprint =string cvs tprint(-- )tprint} readonly def/marktype{pop(-mark- )tprint}readonly def/dicttype{pop (-dictionary- )tprint}readonly def/nulltype{pop(-null- )tprint}readonly def /filetype{pop(-filestream- )tprint}readonly def/savetype{pop(-savelevel- ) tprint}readonly def/fonttype{pop(-fontid- )tprint}readonly def/nametype{dup xcheck not{(/)tprint}if cvsprint}readonly def/stringtype{dup rcheck{(\()tprint tprint(\))tprint}{pop(-string- )tprint}ifelse}readonly def/arraytype{dup rcheck {dup xcheck{({)tprint{typeprint}forall(})tprint}{([)tprint{typeprint}forall(]) tprint}ifelse}{pop(-array- )tprint}ifelse}readonly def/packedarraytype{dup rcheck{dup xcheck{({)tprint{typeprint}forall(})tprint}{([)tprint{typeprint} forall(])tprint}ifelse}{pop(-packedarray- )tprint}ifelse}readonly def/courier /Courier findfont 10 scalefont def end errordict/handleerror{systemdict begin $error begin $brkpage begin newerror{/newerror false store vmstatus pop pop 0 ne{grestoreall}if initgraphics courier setfont lmargin 720 moveto errorname (VMerror)eq{version cvi 2016 ge{userdict/ehsave known{clear userdict/ehsave get restore 2 vmreclaim}if vmstatus exch pop exch pop PrtVMMsg}if}if systemdict /showpage get exec(%%[ Error: )print errorname =print(; OffendingCommand: ) print/command load =print( ]%%)= flush}if end end end}dup 0 systemdict put dup 4 $brkpage put bind readonly put/currentpacking where{pop/setpacking where{pop oldpack setpacking}if}if %%EndResource userdict /Pscript_WinNT_Incr 230 dict dup begin put %%BeginResource: file Pscript_FatalError 5.0 0 userdict begin/FatalErrorIf{{initgraphics findfont 1 index 0 eq{exch pop}{dup length dict begin{1 index/FID ne{def}{pop pop}ifelse}forall/Encoding {ISOLatin1Encoding}stopped{StandardEncoding}if def currentdict end /ErrFont-Latin1 exch definefont}ifelse exch scalefont setfont counttomark 3 div cvi{moveto show}repeat showpage quit}{cleartomark}ifelse}bind def end %%EndResource userdict begin/PrtVMMsg{vmstatus exch sub exch pop gt{[ (This job requires more memory than is available in this printer.)100 500 (Try one or more of the following, and then print again:)100 485 (For the output format, choose Optimize For Portability.)115 470 (In the Device Settings page, make sure the Available PostScript Memory is accurate.) 115 455(Reduce the number of fonts in the document.)115 440 (Print the document in parts.)115 425 12/Times-Roman showpage (%%[ PrinterError: Low Printer VM ]%%)= true FatalErrorIf}if}bind def end version cvi 2016 ge{/VM?{pop}bind def}{/VM? 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;}b %%EndResource end reinitialize /DeviceGray dup setcolorspace /colspABC exch def : N 196 196 6000 4500 rp C 1 0 scol L ; 0 0 scol Pscript_WinNT_Incr begin %%BeginResource: file Pscript_Text 5.0 0 /TextInit{TextInitialised? not{/Pscript_Windows_Font & d/TextInitialised? T d /fM[1 0 0 1 0 0]d/mFM matrix d/iMat[1 0 0.212557 1 0 0]d}if}b/copyfont{1 ^ length add dict `{1 ^/FID ne{d}{! !}?}forall & E}b/EncodeDict 11 dict d/bullets {{/bullet}repeat}b/rF{3 copyfont @ ` ~ EncodeDict ~ get/Encoding ~ 3 ^/0 eq{& /CharStrings known{CharStrings/Eth known not{! EncodeDict/ANSIEncodingOld get} if}if}if d E}b/mF{@ 7 1 $ findfont ~{@/Encoding get @ StandardEncoding eq{! T}{ {ISOLatin1Encoding}stopped{! F}{eq}?{T}{@ ` T 32 1 127{Encoding 1 ^ get StandardEncoding 3 -1 $ get eq and}for E}?}?}{F}?{1 ^ ~ rF}{0 copyfont}? 6 -2 $ ! ! ~ !/pd_charset @ where{~ get 128 eq{@ FDV 2 copy get @ length array copy put pd_CoverFCRange}if}{!}? 2 ^ ~ definefont fM 5 4 -1 $ put fM 4 0 put fM makefont Pscript_Windows_Font 3 1 $ put}b/sLT{: Lw -M currentpoint snap M 0 - 0 Lc K ;}b/xUP null d/yUP null d/uW null d/xSP null d/ySP null d/sW null d/sSU{N /uW ~ d/yUP ~ d/xUP ~ d}b/sU{xUP yUP uW sLT}b/sST{N/sW ~ d/ySP ~ d/xSP ~ d}b/sT {xSP ySP sW sLT}b/sR{: + R 0 0 M}b/sRxy{: matrix astore concat 0 0 M}b/eR/; , d /AddOrigFP{{&/FontInfo known{&/FontInfo get length 6 add}{6}? dict ` /WinPitchAndFamily ~ d/WinCharSet ~ d/OrigFontType ~ d/OrigFontStyle ~ d /OrigFontName ~ d & E/FontInfo ~ d}{! ! ! ! !}?}b/mFS{makefont Pscript_Windows_Font 3 1 $ put}b/mF42D{0 copyfont `/FontName ~ d 2 copy ~ sub 1 add dict `/.notdef 0 d 2 copy 1 ~{@ 3 ^ sub Encoding ~ get ~ d}for & E /CharStrings ~ d ! ! & @ E/FontName get ~ definefont}b/mF42{15 dict ` @ 4 1 $ FontName ~ d/FontType 0 d/FMapType 2 d/FontMatrix[1 0 0 1 0 0]d 1 ^ 254 add 255 idiv @ array/Encoding ~ d 0 1 3 -1 $ 1 sub{@ Encoding 3 1 $ put}for/FDepVector Encoding length array d/CharStrings 2 dict `/.notdef 0 d & E d 0 1 Encoding length 1 sub{@ @ 10 lt{! FontName length 1 add string}{100 lt{FontName length 2 add string}{FontName length 3 add string}?}? @ 0 FontName @ length string cvs putinterval @ 3 -1 $ @ 4 1 $ 3 string cvs FontName length ~ putinterval cvn 1 ^ 256 mul @ 255 add 3 -1 $ 4 ^ findfont mF42D FDepVector 3 1 $ put}for & @ E /FontName get ~ definefont ! ! ! mF}b/mF_OTF_V{~ ! ~ ! 4 -1 $ ! findfont 2 ^ ~ definefont fM @ @ 4 6 -1 $ neg put 5 0 put 90 matrix R matrix concatmatrix makefont Pscript_Windows_Font 3 1 $ put}b/mF_TTF_V{3{~ !}repeat 3 -1 $ ! findfont 1 ^ ~ definefont Pscript_Windows_Font 3 1 $ put}b/UmF{L2? {Pscript_Windows_Font ~ undef}{!}?}b/UmF42{@ findfont/FDepVector get{/FontName get undefinefont}forall undefinefont}b %%EndResource end reinitialize Pscript_WinNT_Incr begin %%BeginResource: file Pscript_Encoding256 5.0 0 /CharCol256Encoding[/.notdef/breve/caron/dotaccent/dotlessi/fi/fl/fraction /hungarumlaut/Lslash/lslash/minus/ogonek/ring/Zcaron/zcaron/.notdef/.notdef /.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef /.notdef/.notdef/.notdef/.notdef/.notdef/space/exclam/quotedbl/numbersign /dollar/percent/ampersand/quotesingle/parenleft/parenright/asterisk/plus/comma /hyphen/period/slash/zero/one/two/three/four/five/six/seven/eight/nine/colon /semicolon/less/equal/greater/question/at/A/B/C/D/E/F/G/H/I/J/K/L/M/N/O/P/Q/R/S /T/U/V/W/X/Y/Z/bracketleft/backslash/bracketright/asciicircum/underscore/grave /a/b/c/d/e/f/g/h/i/j/k/l/m/n/o/p/q/r/s/t/u/v/w/x/y/z/braceleft/bar/braceright /asciitilde/.notdef/Euro/.notdef/quotesinglbase/florin/quotedblbase/ellipsis /dagger/daggerdbl/circumflex/perthousand/Scaron/guilsinglleft/OE/.notdef /.notdef/.notdef/.notdef/quoteleft/quoteright/quotedblleft/quotedblright/bullet /endash/emdash/tilde/trademark/scaron/guilsinglright/oe/.notdef/.notdef /Ydieresis/.notdef/exclamdown/cent/sterling/currency/yen/brokenbar/section /dieresis/copyright/ordfeminine/guillemotleft/logicalnot/.notdef/registered /macron/degree/plusminus/twosuperior/threesuperior/acute/mu/paragraph /periodcentered/cedilla/onesuperior/ordmasculine/guillemotright/onequarter /onehalf/threequarters/questiondown/Agrave/Aacute/Acircumflex/Atilde/Adieresis /Aring/AE/Ccedilla/Egrave/Eacute/Ecircumflex/Edieresis/Igrave/Iacute /Icircumflex/Idieresis/Eth/Ntilde/Ograve/Oacute/Ocircumflex/Otilde/Odieresis /multiply/Oslash/Ugrave/Uacute/Ucircumflex/Udieresis/Yacute/Thorn/germandbls /agrave/aacute/acircumflex/atilde/adieresis/aring/ae/ccedilla/egrave/eacute /ecircumflex/edieresis/igrave/iacute/icircumflex/idieresis/eth/ntilde/ograve /oacute/ocircumflex/otilde/odieresis/divide/oslash/ugrave/uacute/ucircumflex /udieresis/yacute/thorn/ydieresis]def EncodeDict/256 CharCol256Encoding put %%EndResource e end reinitialize %%IncludeResource: font Times-Roman Pscript_WinNT_Incr begin %%BeginResource: file Pscript_Win_Euro_L2 5.0 0 /UseT3EuroFont{/currentdistillerparams where{pop currentdistillerparams /CoreDistVersion get 4000 le}{false}ifelse}bind def/NewEuroT3Font?{dup/FontType get 3 eq{dup/EuroFont known exch/BaseFont known and}{pop false}ifelse}bind def /T1FontHasEuro{dup/CharStrings known not{dup NewEuroT3Font?{dup/EuroGlyphName get exch/EuroFont get/CharStrings get exch known{true}{false}ifelse}{pop false} ifelse}{dup/FontType get 1 eq{/CharStrings get/Euro known}{dup/InfoDict known{ /InfoDict get/Euro known}{/CharStrings get/Euro known}ifelse}ifelse}ifelse}bind def/FontHasEuro{findfont dup/Blend known{pop true}{T1FontHasEuro}ifelse}bind def/EuroEncodingIdx 1 def/EuroFontHdr{12 dict begin/FontInfo 10 dict dup begin /version(001.000)readonly def/Notice(Copyright (c)1999 Adobe Systems Incorporated. All Rights Reserved.)readonly def/FullName(Euro)readonly def /FamilyName(Euro)readonly def/Weight(Regular)readonly def/isFixedPitch false def/ItalicAngle 0 def/UnderlinePosition -100 def/UnderlineThickness 50 def end readonly def/FontName/Euro def/Encoding 256 array 0 1 255{1 index exch/.notdef put}for def/PaintType 0 def/FontType 1 def/FontMatrix[0.001 0 0 0.001 0 0]def /FontBBox{-25 -23 1500 804}readonly def currentdict end dup/Private 20 dict dup begin/ND{def}def/NP{put}def/lenIV -1 def/RD{string currentfile exch readhexstring pop}def/-|{string currentfile exch readstring pop}executeonly def /|-{def}executeonly def/|{put}executeonly def/BlueValues[-20 0 706 736 547 572] |-/OtherBlues[-211 -203]|-/BlueScale 0.0312917 def/MinFeature{16 16}|-/StdHW [60]|-/StdVW[71]|-/ForceBold false def/password 5839 def/Erode{8.5 dup 3 -1 roll 0.1 mul exch 0.5 sub mul cvi sub dup mul 71 0 dtransform dup mul exch dup mul add le{pop pop 1.0 1.0}{pop pop 0.0 1.5}ifelse}def/OtherSubrs[{}{}{} {systemdict/internaldict known not{pop 3}{1183615869 systemdict/internaldict get exec dup/startlock known{/startlock get exec}{dup/strtlck known{/strtlck get exec}{pop 3}ifelse}ifelse}ifelse}executeonly]|-/Subrs 5 array dup 0 <8E8B0C100C110C110C210B>put dup 1<8B8C0C100B>put dup 2<8B8D0C100B>put dup 3<0B> put dup 4<8E8C8E0C100C110A0B>put |- 2 index/CharStrings 256 dict dup begin /.notdef<8b8b0d0e>def end end put put dup/FontName get exch definefont pop}bind def/AddEuroGlyph{2 index exch EuroEncodingIdx 1 eq{EuroFontHdr}if systemdict begin/Euro findfont dup dup/Encoding get 5 1 roll/Private get begin/CharStrings get dup 3 index known{pop pop pop pop end end}{begin 1 index exch def end end end EuroEncodingIdx dup 1 add/EuroEncodingIdx exch def exch put}ifelse}bind def /GetNewXUID{currentdict/XUID known{[7 XUID aload pop]true}{currentdict/UniqueID known{[7 UniqueID]true}{false}ifelse}ifelse}bind def/BuildT3EuroFont{exch 16 dict begin dup/FontName exch def findfont dup/Encoding get/Encoding exch def dup length 1 add dict copy dup/FID undef begin dup dup/FontName exch def /Encoding 256 array 0 1 255{1 index exch/.notdef put}for def GetNewXUID{/XUID exch def}if currentdict end definefont pop/BaseFont exch findfont 1000 scalefont def/EuroFont exch findfont 1000 scalefont def pop/EuroGlyphName exch def/FontType 3 def/FontMatrix[.001 0 0 .001 0 0]def/FontBBox BaseFont/FontBBox get def/Char 1 string def/BuildChar{exch dup begin/Encoding get 1 index get /Euro eq{BaseFont T1FontHasEuro{false}{true}ifelse}{false}ifelse{EuroFont setfont pop userdict/Idx 0 put EuroFont/Encoding get{EuroGlyphName eq{exit} {userdict/Idx Idx 1 add put}ifelse}forall userdict/Idx get}{dup dup Encoding exch get BaseFont/Encoding get 3 1 roll put BaseFont setfont}ifelse Char 0 3 -1 roll put Char stringwidth newpath 0 0 moveto Char true charpath flattenpath pathbbox setcachedevice 0 0 moveto Char show end}bind def currentdict end dup /FontName get exch definefont pop}bind def/AddEuroToT1Font{dup findfont dup length 10 add dict copy dup/FID undef begin/EuroFont 3 -1 roll findfont 1000 scalefont def CharStrings dup length 1 add dict copy begin/Euro{EuroFont setfont pop EuroGBBox aload pop setcachedevice 0 0 moveto EuroGName glyphshow} bind def currentdict end/CharStrings exch def GetNewXUID{/XUID exch def}if 3 1 roll/EuroGBBox exch def/EuroGName exch def currentdict end definefont pop}bind def/BuildNewFont{UseT3EuroFont{BuildT3EuroFont}{pop AddEuroToT1Font}ifelse}bind def/UseObliqueEuro{findfont/FontMatrix get dup 2 get 0 eq exch dup 0 get exch 3 get eq and UseT3EuroFont or}bind def %%EndResource end reinitialize 7500 VM? /Times-Roman FontHasEuro not { /Euro.Times-Roman [500 0 24 -14 493 676 ] <A3F8880DC0EB03F854F743950C0C037DA501F7A0BB01F805BB01F91EA501F869F8911584 F73A0576068478827E7F8B087F8B70AC438B082A8BFB0D6471FB700863067C5B05BE068A 7E8B878B7D08750764067D5B05C206A0FB7BF71858E88B088F0AC0EB03F84BF789950C0C 037DA501F7A0BB01F805BB01F91EA501CA8BACAC998B08988B95809076088F0AC0EB03F8 54F743950C0C037DA501F7A0BB01F805BB01F91EA501A00692F73705750675FB09417667 8B083A8B43C182F75E08F7740699BB05FB84069C078B978C978B9708F7950699BB05FBA1 069AF755D5B3D18B08AB8BDD71A2FB0708090E> AddEuroGlyph /Euro /Times-Roman /Times-Roman-Copy BuildNewFont } if F /F0 0 /256 T /Times-Roman mF /F0S75 F0 [117 0 0 -117 0 0 ] mFS F0S75 Ji 2187 4439 M (CSI 535 )[78 65 39 29 58 58 59 0]xS 2602 4439 M (-)S 2670 4439 M (Introduction to A.I. Lectures 12)[38 58 33 38 59 58 59 51 33 32 58 59 29 32 59 29 84 29 39 29 29 71 52 52 32 59 39 52 46 28 59 0]xS 5626 4439 M (1)S 1 Lj 1 Lc 6 Lw solid N 979 246 M 574 246 246 574 246 979 -c 246 3913 I 246 4318 574 4646 979 4646 -c 5413 4646 I 5818 4646 6146 4318 6146 3913 -c 6146 979 I 6146 574 5818 246 5413 246 -c C : [ 1 0 0 1 196 196 ] concat K ; /F0S16F F0 [367 0 0 -367 0 0 ] mFS F0S16F Ji 1673 906 M (Backtrack Searching)[245 163 162 184 102 121 163 162 184 92 204 162 163 122 162 184 102 183 0]xS Pscript_WinNT_Incr begin %%BeginResource: file Pscript_Win_Dib_L2 5.0 0 /iw 0 d/ih 0 d/im_save 0 d/s 0 d/polarity 0 d/smoothflag 0 d/mystring 0 d/bpc 0 d/maskcolor 0 d/mask? F d/setup1asciiproc{[currentfile mystring/readhexstring cvx/! cvx]cvx bind}b/setup1binaryproc{[currentfile mystring/readstring cvx/! cvx]cvx bind}b/setup2asciiproc{currentfile/ASCII85Decode filter/RunLengthDecode filter}b/setup2binaryproc{currentfile/RunLengthDecode filter}b/jpegasciiproc {currentfile/ASCII85Decode filter<</Relax 1>>/DCTDecode filter}b/jpegbinaryproc {currentfile<</Relax 1>>/DCTDecode filter}b/mycolorspace{colspABC}d/myimagedict {/myimagedict 10 dict d myimagedict @ `/ImageType 1 d/MultipleDataSource F d E} b/imageprocarray[/setup1binaryproc/setup1asciiproc/setup2binaryproc /setup2asciiproc/setup1binarydecodeproc/setup1asciidecodeproc]d/jpegprocarray[ /jpegasciiproc/jpegbinaryproc]d/Q{/im_save save d scol imageprocarray ~ get/s ~ , d/polarity ~ d/smoothflag ~ d +/dx 2 ^ d/dy 1 ^ d +S/mystring ~ string d/bpc ~ d/ih ~ d/iw ~ d fx rf}b/X{/im_save save d/mask? ~ d/maskcolor ~ d imageprocarray ~ get/s ~ , d/polarity ~ d/smoothflag ~ d +/dx 2 ^ d/dy 1 ^ d +S /mystring ~ string d/bpc ~ d/ih ~ d/iw ~ d}b/Z{im_save restore}b/beginjpeg{ /jpeg_save save d jpegprocarray ~ get/jpegimageproc ~ , d + +S/bpc ~ d/ih ~ d /iw ~ d bpc 24 eq{/DeviceRGB}{/DeviceGray}? setcolorspace myimagedict @ ` /ImageType 1 d/Width iw d/Height ih d/Decode bpc 24 eq{[0 1 0 1 0 1]}{[0 1]}? d /ImageMatrix[iw 0 0 ih 0 0]d/BitsPerComponent 8 d/DataSource jpegimageproc d E image}b/endjpeg{jpeg_save restore}b/Y{scol myimagedict @ ` mask?{/polarity maskcolor 0 get 0 eq{T}{F}? d}if/Width iw d/Height ih d/Decode polarity{[1 0]}{ [0 1]}? d/ImageMatrix[iw 0 0 ih 0 0]d/DataSource s d/BitsPerComponent 1 d /Interpolate smoothflag d E imagemask}bd/doclutimage{/rgbclut ~ d bpc @ 8 eq{! 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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 535
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SUNY Albany - CSI - 635
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SUNY Albany - CSI - 635
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SUNY Albany - CSI - 635
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SUNY Albany - CSI - 635
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SUNY Albany - CSI - 635
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44 39 39 38 39 37 37 38 39 39 39 37 37 37 37 3636 36 36 36 36 35 35 35 34 34 35 34 34 34 33 3332 32 31 31 30 30 30 29 29 28 28 27 27 26 26 2525 24 25 23 23 23 23 22 22 21 21 20 20 20 19 1918 18 18 18 21 22 21 20 15 7 8 20 19 19 19 1817 17 16 15
SUNY Albany - CSI - 635
49 45 44 44 44 42 42 43 44 44 43 43 42 42 42 4142 42 42 42 42 42 41 41 41 40 40 40 39 39 39 3837 37 36 35 35 34 35 34 33 32 32 31 30 29 29 2828 28 27 26 25 25 25 24 24 23 24 22 21 21 21 2019 19 20 20 23 24 23 22 17 9 10 22 22 21 20 1919 19 17 17
SUNY Albany - CSI - 635
48 43 42 42 42 40 40 41 41 42 41 41 40 41 40 4041 40 41 40 40 39 39 39 39 38 38 38 37 37 37 3736 36 35 35 35 34 34 33 33 32 31 30 30 29 29 2828 27 26 26 25 24 24 24 23 23 22 22 21 21 20 1919 19 19 20 23 23 23 22 16 8 9 21 20 20 19 1918 18 17 17
SUNY Albany - CSI - 635
48 42 43 42 43 41 41 42 42 42 42 41 40 40 40 4040 40 40 39 40 39 39 39 38 38 38 37 37 37 36 3636 36 35 35 35 34 34 33 33 32 32 31 30 30 29 2927 27 27 26 26 25 25 24 23 23 22 21 21 21 20 2020 19 19 20 23 23 23 22 17 9 9 22 21 20 20 1918 18 17 17
SUNY Albany - CSI - 635
49 43 44 44 43 41 41 42 43 42 43 42 41 42 41 4141 41 40 40 40 39 39 39 39 38 38 37 37 36 36 3636 35 34 33 34 33 33 32 30 31 30 30 30 28 28 2827 26 26 26 25 25 24 24 23 23 22 22 22 21 20 2020 20 20 21 24 24 24 23 18 10 10 24 22 22 22 2120 20 20 1
SUNY Albany - CSI - 635
49 44 44 44 43 43 43 43 44 45 44 43 43 43 42 4242 41 42 42 41 41 41 41 41 41 40 40 40 39 39 3838 37 36 36 35 35 35 34 33 33 32 32 32 30 30 2928 28 27 26 26 25 25 25 24 23 23 22 22 22 21 2020 19 20 20 23 23 23 23 17 9 10 23 21 21 21 2020 19 18 17
SUNY Albany - CSI - 635
21 2 0 0 2 18 60 66 58 46 47 48 51 52 52 5160 70 61 54 49 46 45 44 44 45 44 44 44 44 43 4343 42 41 41 41 40 39 39 39 39 39 38 38 37 36 3534 34 34 33 33 32 31 31 29 29 29 29 28 28 27 2626 25 25 24 24 23 23 23 22 22 23 24 27 28 28 2722 18 17 25 26
SUNY Albany - CSI - 635
30 67 72 66 63 61 60 61 62 63 66 71 73 55 49 4847 47 47 46 46 46 46 46 45 45 44 44 43 43 44 4342 42 41 41 40 40 39 38 38 37 37 36 35 35 34 3434 33 32 32 31 31 30 30 29 28 28 27 26 26 26 2625 24 25 24 24 25 26 30 30 29 28 21 19 18 29 2727 26 25 2
SUNY Albany - CSI - 635
19 1 0 0 2 16 57 63 54 43 44 45 48 48 48 4856 66 57 51 46 43 41 41 42 41 41 42 41 40 40 4040 40 39 38 38 37 37 37 36 36 36 35 35 35 34 3333 32 32 31 30 30 29 29 28 28 28 27 27 27 26 2625 25 24 23 24 23 22 22 21 21 21 23 27 26 27 2520 17 16 24 24
SUNY Albany - CSI - 635
19 1 0 0 2 17 57 63 54 43 44 45 48 48 48 4856 66 57 51 46 44 42 42 42 42 42 41 42 41 41 4040 40 39 39 39 38 38 38 37 36 36 36 35 35 34 3433 33 32 32 32 31 30 30 29 29 28 28 27 27 26 2626 25 25 25 25 24 24 23 22 22 22 24 27 26 26 2620 17 16 25 25
SUNY Albany - CSI - 635
22 2 1 1 2 20 62 68 59 47 48 50 52 53 52 5462 72 63 56 50 48 46 45 46 46 45 46 45 46 45 4445 44 44 44 44 42 42 42 41 41 40 40 39 38 38 3737 36 36 35 35 34 33 33 32 31 30 30 29 28 28 2727 26 26 25 25 25 24 24 23 23 23 24 28 28 28 2720 18 17 26 26
SUNY Albany - CSI - 635
31 69 73 68 65 64 62 63 64 66 68 73 75 57 52 5049 48 49 49 48 48 48 47 47 47 46 45 45 45 45 4544 44 44 43 42 42 41 41 40 39 39 39 38 37 37 3636 35 34 34 33 33 32 32 30 30 29 29 28 27 27 2626 26 25 25 24 25 26 30 30 30 29 21 19 17 29 2827 27 27 2