Latent Space Cartography: Visual Analysis of Vector Space Embeddings (English)
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In:
Computer Graphics Forum
;
38
, 3
;
67-78
;
2019
- Article (Journal) / Electronic Resource
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Title:Latent Space Cartography: Visual Analysis of Vector Space Embeddings
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Contributors:
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Published in:Computer Graphics Forum ; 38, 3 ; 67-78
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Publisher:
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Publication date:2019-06-01
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Size:12 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 38, Issue 3
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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V‐Awake: A Visual Analytics Approach for Correcting Sleep Predictions from Deep Learning ModelsGarcia Caballero, Humberto S. / Westenberg, Michel A. / Gebre, Binyam / van Wijk, Jarke J. et al. | 2019
- 13
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Optimizing Stepwise Animation in Dynamic Set DiagramsMizuno, Kazuyo / Wu, Hsiang‐Yun / Takahashi, Shigeo / Igarashi, Takeo et al. | 2019
- 25
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Interactive Visualization of Flood and Heavy Rain SimulationsCornel, D. / Buttinger‐Kreuzhuber, A. / Konev, A. / Horváth, Z. / Wimmer, M. / Heidrich, R. / Waser, J. et al. | 2019
- 41
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Follow The Clicks: Learning and Anticipating Mouse Interactions During Exploratory Data AnalysisOttley, Alvitta / Garnett, Roman / Wan, Ran et al. | 2019
- 53
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A framework for GPU‐accelerated exploration of massive time‐varying rectilinear scalar volumesMarton, Fabio / Agus, Marco / Gobbetti, Enrico et al. | 2019
- 67
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Latent Space Cartography: Visual Analysis of Vector Space EmbeddingsLiu, Yang / Jun, Eunice / Li, Qisheng / Heer, Jeffrey et al. | 2019
- 79
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Multiple Views: different meanings and collocated wordsRoberts, J. C. / Al‐maneea, H. / Butcher, P. W. S. / Lew, R. / Rees, G. / Sharma, N. / Frankenberg‐Garcia, A. et al. | 2019
- 95
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DIVA: Exploration and Validation of Hypothesized Drug‐Drug InteractionsKakar, T. / Qin, X. / Rundensteiner, E. A. / Harrison, L. / Sahoo, S. K. / De, S. et al. | 2019
- 107
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CV3: Visual Exploration, Assessment, and Comparison of CVsFilipov, V. / Arleo, A. / Federico, P. / Miksch, S. et al. | 2019
- 119
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VIAN: A Visual Annotation Tool for Film AnalysisHalter, Gaudenz / Ballester‐Ripoll, Rafael / Flueckiger, Barbara / Pajarola, Renato et al. | 2019
- 131
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An Ontological Framework for Supporting the Design and Evaluation of Visual Analytics SystemsChen, Min / Ebert, David S. et al. | 2019
- 145
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Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in TableauBattle, Leilani / Heer, Jeffrey et al. | 2019
- 161
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Investigating Effects of Visual Anchors on Decision‐Making about MisinformationWesslen, R. / Santhanam, S. / Karduni, A. / Cho, I. / Shaikh, S. / Dou, W. et al. | 2019
- 173
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An Exploratory User Study of Visual Causality AnalysisYen, Chi‐Hsien Eric / Parameswaran, Aditya / Fu, Wai‐Tat et al. | 2019
- 185
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A User‐based Visual Analytics Workflow for Exploratory Model AnalysisCashman, Dylan / Humayoun, Shah Rukh / Heimerl, Florian / Park, Kendall / Das, Subhajit / Thompson, John / Saket, Bahador / Mosca, Abigail / Stasko, John / Endert, Alex et al. | 2019
- 201
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Toward Understanding Representation Methods in Visualization Recommendations through Scatterplot Construction TasksL'Yi, Sehi / Chang, Youli / Shin, DongHwa / Seo, Jinwook et al. | 2019
- 213
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Oui! Outlier Interpretation on Multi‐dimensional Data via Visual AnalyticsZhao, Xun / Cui, Weiwei / Wu, Yanhong / Zhang, Haidong / Qu, Huamin / Zhang, Dongmei et al. | 2019
- 225
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ClustMe: A Visual Quality Measure for Ranking Monochrome Scatterplots based on Cluster PatternsAbbas, Mostafa M. / Aupetit, Michaël / Sedlmair, Michael / Bensmail, Halima et al. | 2019
- 237
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SurgeryCuts: Embedding Additional Information in Maps without Occluding FeaturesAngelini, M. / Buchmüller, Juri / Keim, Daniel A. / Meschenmoser, Philipp / Santucci, G. et al. | 2019
- 249
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Visualizing for the Non‐Visual: Enabling the Visually Impaired to Use VisualizationChoi, Jinho / Jung, Sanghun / Park, Deok Gun / Choo, Jaegul / Elmqvist, Niklas et al. | 2019
- 261
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The Dependent Vectors OperatorHofmann, Lutz / Sadlo, Filip et al. | 2019
- 273
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A Visual Tool for the Analysis of Algorithms for Tomographic Fiber Reconstruction in Materials ScienceFröhler, B. / Elberfeld, T. / Möller, T. / Hege, H.C. / Weissenböck, J. / De Beenhouwer, J. / Sijbers, J. / Kastner, J. / Heinzl, C. et al. | 2019
- 285
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Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural NetworksKim, Byungsoo / Günther, Tobias et al. | 2019
- 297
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An Interactive Visualization System for Large Sets of Phase Space TrajectoriesNeuroth, T.A. / Sauer, F. / Ma, K.L. et al. | 2019
- 311
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Visualization of Equivalence in 2D Bivariate FieldsZheng, Boyan / Rieck, Bastian / Leitte, Heike / Sadlo, Filip et al. | 2019
- 325
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Towards Glyphs for Uncertain Symmetric Second‐Order TensorsGerrits, Tim / Rössl, Christian / Theisel, Holger et al. | 2019
- 337
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Robust Extraction and Simplification of 2D Symmetric Tensor Field TopologyJankowai, Jochen / Wang, Bei / Hotz, Ingrid et al. | 2019
- 351
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Visualization Support for Developing a Matrix Calculus Algorithm: A Case StudyGiesen, Joachim / Klaus, Julien / Laue, Sören / Schreck, Ferdinand et al. | 2019
- 363
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Examining Implicit Discretization in Spectral SchemesQuinan, P. S. / Padilla, L. M. / Creem‐Regehr, S. H. / Meyer, M. et al. | 2019
- 375
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Bridging the Data Analysis Communication Gap Utilizing a Three‐Component Summarized Line GraphYau, C. / Karimzadeh, M. / Surakitbanharn, C. / Elmqvist, N. / Ebert, D. S. et al. | 2019
- 387
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ChronoCorrelator: Enriching Events with Time Seriesvan Dortmont, M.A.M.M. / van den Elzen, S. / van Wijk, J.J. et al. | 2019
- 401
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Visual‐Interactive Preprocessing of Multivariate Time Series DataBernard, Jürgen / Hutter, Marco / Reinemuth, Heiko / Pfeifer, Hendrik / Bors, Christian / Kohlhammer, Jörn et al. | 2019
- 413
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A Geometric Optimization Approach for the Detection and Segmentation of Multiple AneurysmsLawonn, Kai / Meuschke, Monique / Wickenhöfer, Ralph / Preim, Bernhard / Hildebrandt, Klaus et al. | 2019
- 427
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Interactive Volumetric Visual Analysis of Glycogen‐derived Energy Absorption in Nanometric Brain StructuresAgus, M. / Calì, C. / Al‐Awami, A. / Gobbetti, E. / Magistretti, P. / Hadwiger, M. et al. | 2019
- 441
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Analysis of Long Molecular Dynamics Simulations Using Interactive Focus+Context VisualizationByška, J. / Trautner, T. / Marques, S.M. / Damborský, J. / Kozlíková, B. / Waldner, M. et al. | 2019
- 455
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Scalable Ray Tracing Using the Distributed FrameBufferUsher, Will / Wald, Ingo / Amstutz, Jefferson / Günther, Johannes / Brownlee, Carson / Pascucci, Valerio et al. | 2019
- 467
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Ray Tracing Generalized Tube Primitives: Method and ApplicationsHan, Mengjiao / Wald, Ingo / Usher, Will / Wu, Qi / Wang, Feng / Pascucci, Valerio / Hansen, Charles D. / Johnson, Chris R. et al. | 2019
- 479
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Visual Analysis of Charge Flow Networks for Complex MorphologiesKottravel, S. / Falk, M. / Masood, T. Bin / Linares, M. / Hotz, I. et al. | 2019
- 491
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IGM‐Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web ContextBurchett, J.N. / Abramov, D. / Otto, J. / Artanegara, C. / Prochaska, J.X. / Forbes, A.G. et al. | 2019
- 505
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Analysis of Decadal Climate Predictions with User‐guided Hierarchical Ensemble ClusteringKappe, C.P. / Böttinger, M. / Leitte, H. et al. | 2019
- 517
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Evaluating image quality measures to assess the impact of lossy data compression applied to climate simulation dataBaker, A. H. / Hammerling, D. M. / Turton, T. L. et al. | 2019
- 529
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Kyrix: Interactive Pan/Zoom Visualizations at ScaleTao, Wenbo / Liu, Xiaoyu / Wang, Yedi / Battle, Leilani / Demiralp, Çağatay / Chang, Remco / Stonebraker, Michael et al. | 2019
- 541
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Designing Animated Transitions to Convey Aggregate OperationsKim, Younghoon / Correll, Michael / Heer, Jeffrey et al. | 2019
- 553
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Hybrid Touch/Tangible Spatial 3D Data SelectionBesançon, Lonni / Sereno, Mickael / Yu, Lingyun / Ammi, Mehdi / Isenberg, Tobias et al. | 2019
- 569
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Focus+Context Exploration of Hierarchical EmbeddingsHöllt, T. / Vilanova, A. / Pezzotti, N. / Lelieveldt, B.P.F. / Hauser, H. et al. | 2019
- 581
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Route‐Aware Edge Bundling for Visualizing Origin‐Destination Trails in Urban TrafficZeng, W. / Shen, Q. / Jiang, Y. / Telea, A. et al. | 2019
- 595
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Bird's‐Eye ‐ Large‐Scale Visual Analytics of City Dynamics using Social Location DataKrueger, Robert / Han, Qi / Ivanov, Nikolay / Mahtal, Sanae / Thom, Dennis / Pfister, Hanspeter / Ertl, Thomas et al. | 2019
- 609
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Topic Tomographies (TopTom): a visual approach to distill information from media streamsGobbo, B. / Balsamo, D. / Mauri, M. / Bajardi, P. / Panisson, A. / Ciuccarelli, P. et al. | 2019
- 623
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Segmentifier: Interactive Refinement of Clickstream DataDextras‐Romagnino, K. / Munzner, T. et al. | 2019
- 635
-
Augmenting Tactile 3D Data Navigation With Pressure SensingWang, Xiyao / Besançon, Lonni / Ammi, Mehdi / Isenberg, Tobias et al. | 2019
- 649
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InsideInsights: Integrating Data‐Driven Reporting in Collaborative Visual AnalyticsMathisen, A. / Horak, T. / Klokmose, C. N. / Grønbæk, K. / Elmqvist, N. et al. | 2019
- 663
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Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization ConstructionSaket, Bahador / Endert, Alex et al. | 2019
- 675
-
Linking and Layout: Exploring the Integration of Text and Visualization in StorytellingZhi, Qiyu / Ottley, Alvitta / Metoyer, Ronald et al. | 2019
- 687
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Capture & Analysis of Active Reading Behaviors for Interactive Articles on the WebConlen, Matthew / Kale, Alex / Heer, Jeffrey et al. | 2019
- 699
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netflower: Dynamic Network Visualization for Data JournalistsStoiber, C. / Rind, A. / Grassinger, F. / Gutounig, R. / Goldgruber, E. / Sedlmair, M. / Emrich, Š. / Aigner, W. et al. | 2019
- 713
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Efficient Optimal Overlap Removal: Algorithms and ExperimentsMeulemans, W. et al. | 2019
- 725
-
A stable graph layout algorithm for processesMennens, Robin J.P. / Scheepens, Roeland / Westenberg, Michel A. et al. | 2019
- 739
-
A Random Sampling O(n) Force‐calculation Algorithm for Graph LayoutsGove, R. et al. | 2019
- 753
-
State‐of‐the‐Art Report: Visual Computing in Radiation Therapy PlanningSchlachter, M. / Raidou, R.G. / Muren, L.P. / Preim, B. / Putora, P.M. / Bühler, K. et al. | 2019
- 781
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Tasks, Techniques, and Tools for Genomic Data VisualizationNusrat, S. / Harbig, T. / Gehlenborg, N. et al. | 2019
- 807
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The State of the Art in Visualizing Multivariate NetworksNobre, C. / Meyer, M. / Streit, M. / Lex, A. et al. | 2019
- 833
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External Labeling Techniques: A Taxonomy and SurveyBekos, Michael A. / Niedermann, Benjamin / Nöllenburg, Martin et al. | 2019
- 861
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A Review of Guidance Approaches in Visual Data Analysis: A Multifocal PerspectiveCeneda, Davide / Gschwandtner, Theresia / Miksch, Silvia et al. | 2019
- 881
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The State of the Art in Visual Analysis Approaches for Ocean and Atmospheric DatasetsAfzal, S. / Hittawe, M.M. / Ghani, S. / Jamil, T. / Knio, O. / Hadwiger, M. / Hoteit, I. et al. | 2019
- 909
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State‐of‐the‐art in Multi‐Light Image Collections for Surface Visualization and AnalysisPintus, R. / Dulecha, T. G. / Ciortan, I. / Gobbetti, E. / Giachetti, A. et al. | 2019
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Front Matter| 2019