IEEE Visual Analytics Science and Technology Conferences 2018: papers on the web
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IEEE Xplore Digital Library (DOI) link for the paper |
Project page | Author preprint | Paper video | Demo program or Source code |
Submitted: Accepted: Acceptance Rate: |
Best Paper Award |
TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis (J) |
Opening & Evaluation and Theory |
Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters (J) The Effect of Proximity in Social Data Charts on Perceived Unity (C) Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices (J) The Effect of Semantic Interaction on Foraging in Text Analysis (C) An Information-Theoretic Approach to the Cost-benefit Analysis of Visualization in Virtual Environments (J) |
Spatio-Temporal Data |
Visual Abstraction of the Large Scale Geospatial Origin-Destination Movement Data (J) Analysis of Flight Variability: a Systematic Approach (J) ForVizor: Visualizing Spatio-Temporal Team Formations in Soccer (J) MotionRugs: Visualizing Collective Trends in Space and Time (J) Identification of Temporally Varying Areas of Interest in Long Duration Eye Tracking Data Sets (J) |
Ensemble and Provenance |
Visual Analysis of the Temporal Evolution of Ensemble Forecast Sensitivities (J) EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data (J) Exploring Variability within Ensembles of Decadal Climate Predictions (T) KnowledgePearls: Provenance-Based Visualization Retrieval (J) Enhancing Web-based Analytics Applications through Provenance (J) |
Text |
Bridging Text Visualization and Mining: A Task-Driven Survey (T) Doccurate: A Curation-Based Approach for Clinical Text Visualization (J) VIS Author Profiles: Interactive Descriptions of Publication Records Combining Text and Visualization (J) A Visual Analytics Framework for Identifying Topic Drivers in Media (T) Visualizing a Thinker’s Life (T) |
Applications |
Commercial Visual Analytics Systems – Advances in the Big Data Analytics Field (T) BitExTract: Interactive Visualization for Extracting Bitcoin Exchange Intelligence (J) KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis (T) Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots (T) VUSphere: Visual Analysis of Video Utilization in Online Distance Education (C) |
High Dimensional Data |
SIRIUS: Dual, Symmetric, Interactive Dimension Reductions (J) A Perception-Driven Approach to Supervised Dimensionality Reduction for Visualization (T) SMARTexplore: Simplifying High-Dimensional Data Analysis through a Table-Based Visual Analytics Approach (C) ColorMapND: A Data-Driven Approach and Tool for Mapping Multivariate Data to Color (T) EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection (C) |
Security, Privacy, and Anomaly |
Vulnus: Visual Vulnerability Analysis for Network Security (J) GraphProtector: a Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms (J) Situ: Identifying and explaining suspicious behavior in networks (J) A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Applications (J) Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities (J) |
Interactive Analytics and Design |
An Interactive Method to Improve Crowdsourced Annotations (J) RegressionExplorer: Interactive Exploration of Logistic Regression Models with Subgroup Analysis (J) Drag and Track: A Direct Manipulation Interface for Contextualizing Data Instances within a Continuous Parameter Space (J) Clustrophile 2: Guided Visual Clustering Analysis (J) InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming (J) |
Deep Learning |
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers (T) Analyzing the Noise Robustness of Deep Neural Networks (C) DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks (J) RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Network on Electronic Medical Records (J) GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation (J) |
Graph and Image |
ViBr: Visualizing Bipartite Relations at Scale with the Minimum Description Length Principle (J) Segue: Overviewing Evolution Patterns of Egocentric Networks by Interactive Construction of Spatial Layouts (C) A Visual Analytics Framework for Spatiotemporal Trade Network Analysis (J) A Semantic-based Method for Visualizing Large Image Collections (T) PhotoRecomposer: Interactive Photo Recomposition by Cropping (T) |
Explainable ML |
RuleMatrix: Visualizing and Understanding Classifiers with Rules (J) Seq2Seq-Vis: A Visual Debugging Tool for Sequence to Sequence Models (J) Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models (J) Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution (J) VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning (J) |
Event, Sequence, and ML |
MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration (J) iForest: Interpreting Random Forests via Visual Analytics (J) Visual Progression Analysis of Event Sequence Data (J) StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams (T) Duet: Helping Data Analysis Novices Conduct Pairwise Comparisons by Minimal Specification (J) |
Last updated: Sun Nov 18 15:50:45 2018 |