http://www.idiap.ch/uist2006/ Viz: A Visual Analysis Suite for Explaining Local Search Behavior en Tue, 17 Oct 2006 00:00:00 +0200 no Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:19 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:44 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Background Local Search Local Seah e. Tabu Search. Iterated Local Search. SmmlatedAnneaimt is CO nix uc tl for attacki NP-hard mtractable Comb torid Opmizatio COP Simplitk e-cplanation of Local Se.u ch Seah S ace Background Local Search Local Seah e. Tabu Search. Iterated Local Search. SmmlatedAnneaimt is CO nix uc tl for attacki NP-hard mtractable Comb torid Opmizatio COP Simplitk e-cplanation of Local Se.u ch Seah S ace 00:00:47 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Background Tuning Problem Locad Sere oh adrm have mn.dle eotmns Paramaeter Search stra These conihLmrations affect beha or perth ce o Background Tuning Problem Locad Sere oh adrm have mn.dle eotmns Paramaeter Search stra These conihLmrations affect beha or perth ce o 00:00:14 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:25 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Common Practice Ad Hoc Tuning Implement the local search Modify the local search Evaluate its performance Textually Statistically Not gooa Common Practice Ad Hoc Tuning Implement the local search Modify the local search Evaluate its performance Textually Statistically Not gooa 00:00:21 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Common Practice Ad Hoc Tuning Implement the local search Modify the local search Evaluate its performance g Textually Statistically Notgooa Common Practice Ad Hoc Tuning Implement the local search Modify the local search Evaluate its performance g Textually Statistically Notgooa 00:00:06 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 We propose Visual D agnos s Implement the local search Modify the local search Evaluate its performance iization Tool after understanding what is happening The tool helps us to think more systematically. Not gooa We propose Visual D agnos s Implement the local search Modify the local search Evaluate its performance iization Tool after understanding what is happening The tool helps us to think more systematically. Not gooa 00:00:10 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Why Use Visualization is lization is a correlative tool. Why Use Visualization is lization is a correlative tool. 00:00:05 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Why Use Visualization V non a co onitive tool. H brain is a powerful l twrn findm machine. lon as tile is vi Rized m a way that conform Why Use Visualization V non a co onitive tool. H brain is a powerful l twrn findm machine. lon as tile is vi Rized m a way that conform 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Why Use Visualization X-isualization is a cogmtive tool. H br n is powerful p ttern findm machine. ks lon as the data is vLq iized m a w.tv that coniorm Why Use Visualization X-isualization is a cogmtive tool. H br n is powerful p ttern findm machine. ks lon as the data is vLq iized m a w.tv that coniorm 00:00:24 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior It is more u eful to understand how and wily omethm works. Explaining Local Search Behavior It is more u eful to understand how and wily omethm works. 00:00:15 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior It is more uz-eful to under qand how and why omethm works. Ratlaea timtjnst knoar that maethiagwodgs. By under srandm the under prmciples. can ad u. t properly ff pre nted with different Explaining Local Search Behavior It is more uz-eful to under qand how and why omethm works. Ratlaea timtjnst knoar that maethiagwodgs. By under srandm the under prmciples. can ad u. t properly ff pre nted with different 00:00:09 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior It is more useful to understand how rod why methi work By under standm the uuder prmciples. can properly ffpre nted with different How oood is the local arch in mtensitlcation Ho does the local arch al.m ittan ma proo ess. Explaining Local Search Behavior It is more useful to understand how rod why methi work By under standm the uuder prmciples. can properly ffpre nted with different How oood is the local arch in mtensitlcation Ho does the local arch al.m ittan ma proo ess. 00:00:22 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior S most of its time. ttow Ea- Does the search tirol the obal optima best lamina the effect of modifv certain e rch How do two different algorithms compare Explaining Local Search Behavior S most of its time. ttow Ea- Does the search tirol the obal optima best lamina the effect of modifv certain e rch How do two different algorithms compare 00:00:33 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior here in the search pace does the ena Does the search quay find tim obal optm best imoma the effect of modif-vm a cer search How do two different loorithnts comp e. The behavior of h is hard to exlain without appropriate tools Explaining Local Search Behavior here in the search pace does the ena Does the search quay find tim obal optm best imoma the effect of modif-vm a cer search How do two different loorithnts comp e. The behavior of h is hard to exlain without appropriate tools 00:00:10 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 How to Understand LS Behawor V local arch amalssis tool How to Understand LS Behawor V local arch amalssis tool 00:00:29 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search Visualizations for Local Search 00:00:25 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search Existing imalizatm Visualizations for Local Search Existing imalizatm 00:00:26 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search Visualizations for Local Search 00:00:19 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search erobl s TSP o Visualizations for Local Search erobl s TSP o 00:00:29 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search VUalizatims Visualizations for Local Search VUalizatims 00:00:36 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visualizations for Local Search Visualizations for Local Search 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Analogy of Search Trajectory Visualization Finding the Highest Mountain Analogy of Search Trajectory Visualization Finding the Highest Mountain 00:00:51 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Analogy of Search Trajectory Visualization Finding the Highest Mountain Analogy of Search Trajectory Visualization Finding the Highest Mountain 00:00:06 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Analogy of Search Trajectory Visualization Finding the Highest Mountain Analogy of Search Trajectory Visualization Finding the Highest Mountain 00:00:35 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Analogy of Search Trajectory Visualization Finding the Highest Mountain Analogy of Search Trajectory Visualization Finding the Highest Mountain 00:00:24 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Analogy of Search Trajectory Visualization Finding the Highest Mountain Analogy of Search Trajectory Visualization Finding the Highest Mountain 00:00:24 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 nor poems Uns redblm anct x poum nor poems Uns redblm anct x poum 00:00:45 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Search Tr Visualizalion La U pnlz in Abstract 2-D 8pace Search Tr Visualizalion La U pnlz in Abstract 2-D 8pace 00:00:35 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Search Vi in 2-0 Space Lavcu F-f, Search Vi in 2-0 Space Lavcu F-f, 00:00:37 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Seerch Trqecta Visueizan 14FL Je pJals m Absllract 2-0 Space Lavcu F-r IKI outtn absll Seerch Trqecta Visueizan 14FL Je pJals m Absllract 2-0 Space Lavcu F-r IKI outtn absll 00:00:21 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Seach TratectmVisuatizalion I LTL KI outtn absll Seach TratectmVisuatizalion I LTL KI outtn absll 00:00:37 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Explaining Local Search Behavior Viz Local Search Visual Analysis Suite Explaining Local Search Behavior Viz Local Search Visual Analysis Suite 00:00:11 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Design Goals 0 Enable al ithm desirer to liglerstaild US behavior. Design Goals 0 Enable al ithm desirer to liglerstaild US behavior. 00:00:18 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Design Goals 0 Enable al ithm desirer to mdersta LS behavior. Vizas F ilitate inf mata with otht defamers. Design Goals 0 Enable al ithm desirer to mdersta LS behavior. Vizas F ilitate inf mata with otht defamers. 00:00:16 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 II JD U PLD Ib 2, btt GIN II JD U PLD Ib 2, btt GIN 00:00:05 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 A4 d l 98 ILS Is better Than 1-S far TSPl Wz I 200 ST OV A4 d l 98 ILS Is better Than 1-S far TSPl Wz I 200 ST OV 00:00:29 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Using Viz Using Viz 00:00:57 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Multi Source Visualizations The local arch playback are viewed ham several ande, E-Tent B,lr CoordinatedV Multi Source Visualizations The local arch playback are viewed ham several ande, E-Tent B,lr CoordinatedV 00:00:38 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson Visual Companson 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson not a perfect jud Visual Companson not a perfect jud 00:00:11 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson slctaaik h is not a perfect jud But. eood at relative comparix n a baseline. Visual Companson slctaaik h is not a perfect jud But. eood at relative comparix n a baseline. 00:00:12 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson is not a perfect jud But. at relative compariz-on a ba qi Behavior Same LS ctmn, ditent parts of arch Visual Companson is not a perfect jud But. at relative compariz-on a ba qi Behavior Same LS ctmn, ditent parts of arch 00:00:13 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson not a perfect jud rehtixe comp 0 Behavior Same LS ctmn, ditffentparts of arch RoMmtnesa Samte LS conmra two tams Visual Companson not a perfect jud rehtixe comp 0 Behavior Same LS ctmn, ditffentparts of arch RoMmtnesa Samte LS conmra two tams 00:00:08 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Visual Companson aallz h is not a perfect jud Two comlm ic-on modes Behavior Same LS ction, ditent parts of earch RobL,tness Same LS confi.euration, two runs of 51odifications S.une IS. different ctions Visual Companson aallz h is not a perfect jud Two comlm ic-on modes Behavior Same LS ction, ditent parts of earch RobL,tness Same LS confi.euration, two runs of 51odifications S.une IS. different ctions 00:00:18 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Animated Search Playback Animations Local Search info is too bi c.umot be pre ted at one tinm. BItt rather 0, OVILmT Animated Search Playback Animations Local Search info is too bi c.umot be pre ted at one tinm. BItt rather 0, OVILmT 00:00:14 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:14 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:20 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:15 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:23 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 A4. dl 98 why tl5 is better tha T ExammeTagtmmma RmOwiim RWmE7 RI Nmlm A4. dl 98 why tl5 is better tha T ExammeTagtmmma RmOwiim RWmE7 RI Nmlm 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:52 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:10 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:24 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:17 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:05 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:06 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:12 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 LALII LALII 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:14 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 ormmw an action for contm TS fofRtm 21ZIII ormmw an action for contm TS fofRtm 21ZIII 00:00:08 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 Viz: A Visual Analysis Suite for Explaining Local Search Behavior Viz: A Visual Analysis Suite for Explaining Local Search Behavior 00:00:08 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 D8 tazdtOb 3-opt v,J pertu OheemeV D8 tazdtOb 3-opt v,J pertu OheemeV 00:00:05 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 D8 tauOb 3-opt v,J pertu D8 tauOb 3-opt v,J pertu 00:00:10 no Steven Halim, Roland Yap, Hoong Chuin Lau, National University of Singapore Wed, 18 Oct 2006 00:00:00 +0200 Viz: A Visual Analysis Suite for Explaining Local Search Behavior SCIENCE > 2006 TS for TS for 00:00:07 no Steven Halim, Roland Yap, Hoong Chuin Lau, National 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