IEEE Visual Analytics Science and Technology Conferences: papers on the web
We try to link to the page containing the actual paper preprint, instead of linking directly, so you might have to browse the linked page to find the actual document. If you have additions or changes, please send e-mail to zjuvis(at)cad.zju.edu.cn.
This page is currently maintained by Jiadong Huang.
In case of questions, comments, suggestions, etc., please mailto: zjuvis(at)cad.zju.edu.cn.
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IEEE Xplore Digital Library (DOI) link for the paper |
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Author preprint |  |
Paper video |  |
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Submitted: Accepted: Acceptance Rate: |
Best Paper Award |
Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow |
Space, Time, Movement |
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Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data Clustering Trajectories by Relevant Parts for Air Traffic Analysis Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information |
Graphs and Trees |
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Dynamic Influence Networks for Rule-based Models BiDots: Visual Exploration of Weighted Biclusters How Do Ancestral Traits Shape Family Trees over Generations? VIGOR: Interactive Visual Exploration of Graph Query Results Graphiti: Interactive Specification of Attribute-based Edges for Network Modeling and Visualization |
High-dimensional Data |
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LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets Pattern Trails: Visual Analysis of Pattern Transitions in Subspaces SkyLens: Visual Analysis of Skyline on Multi-dimensional Data Visualizing Big Data Outliers through Distributed Aggregation The Subspace Voyager: Exploring High-Dimensional Data along a Continuum of Salient 3D Subspaces |
Text Analytics |
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A Survey on Visual Approaches for Analyzing Scientific Literature and Patents vispubdata.org: A Metadata Collection about IEEE Visualization (VIS) Publications ConceptVector: Text Visual Analytics via Interactive Lexicon Building using Word Embedding PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework |
ML1: Deep Learning |
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Analyzing the Training Processes of Deep Generative Models Understanding Hidden Memories of Recurrent Neural Networks ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks |
Sequences and Events |
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Sequence Synopsis: Optimize Visual Summary of Temporal Event Data EventThread: Visual Summarization and Stage Analysis of Event Sequence Data CrystalBall: A Visual Analytic System for Future Event Discovery and Analysis from Social Media Data E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media Understanding a sequence of sequences: Visual exploration of categorical states in lake sediment cores |
Visual Representation and Design Study |
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QSAnglyzer: Visual Analytics for Prismatic Analysis of Question Answering System Evaluations A Visual Analytics System for Optimizing Communications in Massively Parallel Applications Visualizing Real-Time Strategy Games: The Example of StarCraft II A Utility-aware Visual Approach for Anonymizing Multi-attribute Tabular Data The y of it Matters: Even for Storyline Visualization |
Theory and Analysis Process |
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Beyond Tasks: An Activity Typology for Visual Analytics The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytic Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics The Anchoring Effect in Decision-Making with Visual Analytics The Interactive Visualization Gap in Initial Exploratory Data Analysis |
Interaction in the Analysis Process |
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Podium: Ranking Data Using Mixed-Initiative Visual Analytics Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study Applying Pragmatics Principles for Interaction with Visual Analytics Understanding the Relationship between Interactive Optimisation and Visual Analytics in the Context of Prostate Brachytherapy Interactive Visual Alignment of Medieval Text Versions |
Sensemaking |
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RCLens: Interactive Rare Category Exploration and Identification EVA: Visual Analytics to Identify Fraudulent Events Supporting Handoff in Asynchronous Collaborative Sensemaking Using Knowledge-Transfer Graphs CRICTO: Supporting Sensemaking through Crowdsourced Information Schematization Visual Causality Analysis Made Practical |
ML2: Cluster Analysis |
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Visualizing Confidence in Cluster-based Ensemble Weather Forecast Analyses SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics Clustervision: Visual Supervision of Unsupervised Clustering |
ML3: Classification |
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Do Convolutional Neural Networks Learn Class Hierarchy? Visual Diagnosis of Tree Boosting Methods A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees |
| Last updated: Sat Nov 18 15:50:45 2017 |
