IEEE Visual Analytics Science and Technology Conferences: papers on the web

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Submitted: Accepted: Acceptance Rate:

Best Paper Award

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg

Space, Time, Movement

Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis
Manuel Stein, Halldor Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady Andrienko, Michael Grossniklaus, Daniel A. Keim

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data
Nan Cao, Chaoguang Lin, Qiuhan Zhu, Yu-Ru Lin, Xian Teng, Xidao Wen

Clustering Trajectories by Relevant Parts for Air Traffic Analysis
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia

Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data
Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jo Wood

Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information
Seokyeon Kim, Seongmin Jeong, Insoo Woo, Yun Jang, Ross Maciejewski, David Ebert

Graphs and Trees

Dynamic Influence Networks for Rule-based Models
Angus G. Forbes, Andrew Burks, Kristine Lee, Xing Li, Pierre Boutillier, Jean Krivine, Walter Fontana

BiDots: Visual Exploration of Weighted Biclusters
Jian Zhao, Maoyuan Sun, Francine Chen, Patrick Chiu

How Do Ancestral Traits Shape Family Trees over Generations?
Siwei Fu, Hao Dong, Weiwei Cui, Jian Zhao, Huamin Qu

VIGOR: Interactive Visual Exploration of Graph Query Results
Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin Roundy, Chris Gates, Shamkant Navathe, Duen Horng Chau

Graphiti: Interactive Specification of Attribute-based Edges for Network Modeling and Visualization
Arjun Srinivasan, Hyunwoo Park, Alex Endert, Rahul C. Basole

High-dimensional Data

LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets
Jiazhi Xia, Fenjin Ye, Wei Chen, Yusi Wang, Weifeng Chen, Yuxin Ma, Anthony K.H. Tung

Pattern Trails: Visual Analysis of Pattern Transitions in Subspaces
Dominik Jäckle, Michael Hund, Michael Behrisch, Daniel Keim, Tobias Schreck

SkyLens: Visual Analysis of Skyline on Multi-dimensional Data
Xun Zhao, Yanhong Wu, Weiwei Cui, Xinnan Du, Yuan Chen, Yong Wang, Dik Lun Lee, Huamin Qu

Visualizing Big Data Outliers through Distributed Aggregation
Leland Wilkinson

The Subspace Voyager: Exploring High-Dimensional Data along a Continuum of Salient 3D Subspaces
Bing Wang, Klaus Mueller

Text Analytics

A Survey on Visual Approaches for Analyzing Scientific Literature and Patents
Paolo Federico, Florian Heimerl, Steffen Koch, Silvia Miksch

vispubdata.org: A Metadata Collection about IEEE Visualization (VIS) Publications
Petra Isenberg, Florian Heimerl, Steffen Koch, Tobias Isenberg, Panpan Xu, Charles Stolper, Michael Sedlmair, Jian Chen, Torsten Moller, John T. Stasko

ConceptVector: Text Visual Analytics via Interactive Lexicon Building using Word Embedding
Deokgun Park, Seungyeon Kim, Jurim Lee, Jaegul Choo, Nicholas Diakopoulos, Niklas Elmqvist

PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models
Michael Glueck, Mahdi Pakdaman Naeini, Finale Doshi-Velez, Fanny Chevalier, Azam Khan, Daniel Wigdor, Michael Brudno

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework
Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel Keim, Christopher Collins

ML1: Deep Learning

Analyzing the Training Processes of Deep Generative Models
Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu

Understanding Hidden Memories of Recurrent Neural Networks
Yao Ming, Shaozu CAO, Ruixiang Zhang, Zhen LI, Yuanzhe Chen, Yangqiu Song, Huamin Qu

ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng (Polo) Chau

DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks
Nicola Pezzotti, Thomas Höllt, Jan van Gemert, Boudewijn P.F. Lelieveldt, Elmar Eisemann, Anna Vilanova

Sequences and Events

Sequence Synopsis: Optimize Visual Summary of Temporal Event Data
Yuanzhe Chen, Panpan Xu, Liu Ren

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data
Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao

CrystalBall: A Visual Analytic System for Future Event Discovery and Analysis from Social Media Data
Isaac Cho, Ryan Wesslen, Svitlana Volkova, Bill Ribarsky, Wenwen Dou

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media
Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong (Luke) Zhang

Understanding a sequence of sequences: Visual exploration of categorical states in lake sediment cores
Andrea Unger, Nadine Dräger, Mike Sips, Dirk J. Lehmann

Visual Representation and Design Study

QSAnglyzer: Visual Analytics for Prismatic Analysis of Question Answering System Evaluations
Nan-Chen Chen, Been Kim

A Visual Analytics System for Optimizing Communications in Massively Parallel Applications
Takanori Fujiwara, Preeti Malakar, Khairi Reda, Venkatram Vishwanath, Michael Papka, Kwan-Liu Ma

Visualizing Real-Time Strategy Games: The Example of StarCraft II
Yan-Ting Kuan, Yu-Shuen Wang, Jung-Hong Chuang

A Utility-aware Visual Approach for Anonymizing Multi-attribute Tabular Data
Xumeng Wang, Jia-Kai Chou, Wei Chen, Huihua Guan, Wenlong Chen, Tianyi Lao, Kwan-Liu Ma

The y of it Matters: Even for Storyline Visualization
Dustin Arendt, Megan Pirrung

Theory and Analysis Process

Beyond Tasks: An Activity Typology for Visual Analytics
Darren Edge, Nathalie Henry Riche, Jonathan Larson, Christopher White

The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytic
Paolo Federico, Markus Wagner, Alexander Rind, Albert Amor-Amoros, Silvia Miksch, Wolfgang Aigner

Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics
Emily Wall, Leslie Blaha, Lyndsey Franklin, Alex Endert

The Anchoring Effect in Decision-Making with Visual Analytics
Isaac Cho, Ryan Wesslen, Alireza Karduni, Sashank Santhanam, Samira Shaikh, Wenwen Dou

The Interactive Visualization Gap in Initial Exploratory Data Analysis
Andrea Batch, Niklas Elmqvist

Interaction in the Analysis Process

Podium: Ranking Data Using Mixed-Initiative Visual Analytics
Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli T. Brown, Alex Endert

Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Dieter Fellner, Michael Sedlmair

Applying Pragmatics Principles for Interaction with Visual Analytics
Enamul Hoque, Vidya Setlur, Melanie Tory, Isaac Dykeman

Understanding the Relationship between Interactive Optimisation and Visual Analytics in the Context of Prostate Brachytherapy
Jie Liu, Tim Dwyer, Kim Marriott, Jeremy Millar, Annette Haworth

Interactive Visual Alignment of Medieval Text Versions
Stefan Jänicke, David Wrisley

Sensemaking

RCLens: Interactive Rare Category Exploration and Identification
Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao

EVA: Visual Analytics to Identify Fraudulent Events
Roger A. Leite, Theresia Gschwandtner, Silvia Miksch, Simone Kriglstein, Margit Pohl, Erich Gstrein, Johannes Kuntner

Supporting Handoff in Asynchronous Collaborative Sensemaking Using Knowledge-Transfer Graphs
Jian Zhao, Michael Glueck, Petra Isenberg, Fanny Chevalier, Azam Khan

CRICTO: Supporting Sensemaking through Crowdsourced Information Schematization
Haeyong Chung, Sai Prashanth Dasari, Santhosh Nandhakumar, Christopher Andrews

Visual Causality Analysis Made Practical
Jun Wang, Klaus Mueller

ML2: Cluster Analysis

Visualizing Confidence in Cluster-based Ensemble Weather Forecast Analyses
Alexander Kumpf, Bianca Tost, Marlene Baumgart, Michael Riemer, Rüdiger Westermann, Marc Rautenhaus

SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
Dominik Sacha, Matthias Kraus, Jürgen Bernard, Michael Behrisch, Tobias Schreck, Yuki Asano, Daniel A. Keim

Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics
John Wenskovitch, Ian Crandell, Naren Ramakrishnan, Leanna House, Scotland Leman, Chris North

Clustervision: Visual Supervision of Unsupervised Clustering
Bum Chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, Adam Perer

ML3: Classification

Do Convolutional Neural Networks Learn Class Hierarchy?
Bilal Alsallakh, Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren

Visual Diagnosis of Tree Boosting Methods
Shixia Liu, Jiannan Xiao, Junlin Liu, Xiting Wang, Jing Wu, Jun Zhu

A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini

TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees
Thomas Mühlbacher, Lorenz Linhardt, Torsten Möller, Harald Piringer

Last updated: Sat Nov 18 15:50:45 2017