IEEE Visual Analytics Science and Technology Conferences 2018: papers on the web

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Submitted: Accepted: Acceptance Rate:

Best Paper Award

TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis (J)
Authors: Dongyu Liu, Panpan Xu, Liu Ren

Opening & Evaluation and Theory

Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters (J)
Authors: Ying Zhao , Feng Luo, Minghui Chen, Yingchao Wang, Jiazhi Xia, Fangfang Zhou, Yunhai Wang, Yi Chen, Wei Chen

The Effect of Proximity in Social Data Charts on Perceived Unity (C)
Authors: Marlen Promann, Sabine Brunswicker

Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices (J)
Authors: Sara Alspaugh, Nava Zokaei, Andrea Liu, Cindy Jin, Marti Hearst

The Effect of Semantic Interaction on Foraging in Text Analysis (C)
Authors: John Wenskovitch, Lauren Bradel, Michelle Dowling, Leanna House, Chris North

An Information-Theoretic Approach to the Cost-benefit Analysis of Visualization in Virtual Environments (J)
Authors: Min Chen, Kelly Gaither, Nigel John, Brian McCann

Spatio-Temporal Data

Visual Abstraction of the Large Scale Geospatial Origin-Destination Movement Data (J)
Authors: Zhiguang Zhou, Linhao Meng, Cheng Tang, Ying Zhao , Zhiyong Guo, Miaoxin Hu, Wei Chen

Analysis of Flight Variability: a Systematic Approach (J)
Authors: Natalia Andrienko, Gennady Andrienko, Jose Manuel Cordero Garcia, David Scarlatti

ForVizor: Visualizing Spatio-Temporal Team Formations in Soccer (J)
Authors: Yingcai Wu, Xiao Xie, Jiachen Wang, Dazhen Deng, Hongye Liang, Hui Zhang, Shoubin Cheng, Wei Chen

MotionRugs: Visualizing Collective Trends in Space and Time (J)
Authors: Juri Buchmuller, Dominik Jackle, Eren Cakmak, Ulrik Brandes, Daniel Keim

Identification of Temporally Varying Areas of Interest in Long Duration Eye Tracking Data Sets (J)
Authors: Prithiviraj Kaliappa Gounder Muthumanickam, Katerina Vrotsou, Aida Nordman, Jimmy Johansson, Matthew Cooper

Ensemble and Provenance

Visual Analysis of the Temporal Evolution of Ensemble Forecast Sensitivities (J)
Authors: Alexander Kumpf, Marc Rautenhaus, Michael Riemer, Rüdiger Westermann

EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data (J)
Authors: Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao

Exploring Variability within Ensembles of Decadal Climate Predictions (T)
Authors: Christopher P. Kappe, Michael Böttinger, Heike Leitte

KnowledgePearls: Provenance-Based Visualization Retrieval (J)
Authors: Holger Stitz, Samuel Gratzl, Harald Piringer, Thomas Zichner, Marc Streit

Enhancing Web-based Analytics Applications through Provenance (J)
Authors: Akhilesh Camisetty, Chaitanya Chandurkar, Maoyuan Sun, David Koop


Bridging Text Visualization and Mining: A Task-Driven Survey (T)
Authors: Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fangxin Ouyang, Mennatallah El-Assady, Liu Jiang, Daniel Keim

Doccurate: A Curation-Based Approach for Clinical Text Visualization (J)
Authors: Nicole Sultanum, Devin Singh, Michael Brudno, Fanny Chevalier

VIS Author Profiles: Interactive Descriptions of Publication Records Combining Text and Visualization (J)
Authors: Shahid Latif, Fabian Beck, Devin Singh, Michael Brudno, Fanny Chevalier

A Visual Analytics Framework for Identifying Topic Drivers in Media (T)
Authors: Yafeng Lu, Hong Wang, Steven Landis, Ross Maciejewski

Visualizing a Thinker’s Life (T)
Authors: Patrick Riehmann, Dora Kiesel, Martin Kohlhaas, Bernd Fröhlich


Commercial Visual Analytics Systems – Advances in the Big Data Analytics Field (T)
Authors: Michael Behrisch, Dirk Streeb, Florian Stoffel, Daniel Seebacher, Stefan Hagen Weber, Sebastian Mittelstaedt, Hanspeter Pfister, Daniel Keim

BitExTract: Interactive Visualization for Extracting Bitcoin Exchange Intelligence (J)
Authors: Xuanwu Yue, Xinhuan Shu, Xinyu ZHU, Xinnan Du, Zheqing Yu, Dimitrios Papadopoulos, Siyuan Liu

KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis (T)
Authors: Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner

Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots (T)
Authors: G.Elisabeta Marai, Chihua Ma, Andrew T. Burks, Filippo Pellolio, Guadalupe Canahuate, David M. Vock, Abdallah S.R. Mohamed, C. David Fuller

VUSphere: Visual Analysis of Video Utilization in Online Distance Education (C)
Authors: Huan He, Qinghua Zheng, Bo Dong

High Dimensional Data

SIRIUS: Dual, Symmetric, Interactive Dimension Reductions (J)
Authors: Michelle Dowling, John Wenskovitch, J.T. Fry, Leanna House, Scotland Leman, Chris North

A Perception-Driven Approach to Supervised Dimensionality Reduction for Visualization (T)
Authors: Yunhai Wang, Kang Feng, Xiaowei Chu, Jian Zhang, Chi-Wing Fu, Michael Sedlmair, Xiaohui Yu, Baoquan Chen

SMARTexplore: Simplifying High-Dimensional Data Analysis through a Table-Based Visual Analytics Approach (C)
Authors: Michael Blumenschein, Michael Behrisch, Stefanie Schmid, Simon Butscher, Deborah R. Wahl, Karoline Villinger, Britta Renner, Harald Reiterer, Daniel Keim

ColorMapND: A Data-Driven Approach and Tool for Mapping Multivariate Data to Color (T)
Authors: Shenghui Cheng, Wei Xu, Klaus Mueller

EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection (C)
Authors: Quan Li, Kristanto Sean Njotoprawiro, Hammad Haleem, Qiaoan Chen, Chris YI, Xiaojuan Ma

Security, Privacy, and Anomaly

Vulnus: Visual Vulnerability Analysis for Network Security (J)
Authors: Marco Angelini, Graziano Blasilli, Tiziana Catarci, Simone Lenti, Giuseppe Santucci

GraphProtector: a Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms (J)
Authors: Xumeng Wang, Wei Chen, Huihua Guan, Wenlong Chen, Rusheng Pan, Jia-Kai Chou, Chris Bryan, Kwan-Liu Ma

Situ: Identifying and explaining suspicious behavior in networks (J)
Authors: John Goodall, Eric Ragan, Chad Steed, Joel Reed, Gregory Richardson, Kelly Huffer, Robert Bridges, Jason Laska

A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Applications (J)
Authors: Cong Xie, Wei Xu, Klaus Mueller

Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities (J)
Authors: Jay Koven, Cristian Felix, Hossein Siadati, Enrico Bertini, Markus Jakobsson

Interactive Analytics and Design

An Interactive Method to Improve Crowdsourced Annotations (J)
Authors: Changjian Chen, Shixia Liu, Yafeng Lu, Fangxin Ouyang, Bin Wang

RegressionExplorer: Interactive Exploration of Logistic Regression Models with Subgroup Analysis (J)
Authors: Dennis Dingen, Marcel van ‘t Veer, Patrick Houthuizen, Eveline H. J. Mestrom, Erik H.H.M. Korsten, Arthur R.A. Bouwman, Jarke van Wijk

Drag and Track: A Direct Manipulation Interface for Contextualizing Data Instances within a Continuous Parameter Space (J)
Authors: Daniel Orban, Daniel Keefe, Ayan Biswas, James Ahrens, David Rogers

Clustrophile 2: Guided Visual Clustering Analysis (J)
Authors: Marco Cavallo, Çagatay Demiralp

InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming (J)
Authors: Zhicong Lu, Mingming Fan, Yun Wang, Jian Zhao, Michelle Annett, Daniel Wigdor

Deep Learning

Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers (T)
Authors: Fred Hohman, Minsuk Kahng, Robert Pienta, Duen Horng Chau

Analyzing the Noise Robustness of Deep Neural Networks (C)
Authors: Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu

DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks (J)
Authors: Junpeng Wang, Liang GouLiang Gou, Han-Wei Shen, Hao Yang

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Network on Electronic Medical Records (J)
Authors: Bum Chul Kwon, Min-Je Choi, Joanne Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo

GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation (J)
Authors: Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda Viegas, Martin Wattenberg

Graph and Image

ViBr: Visualizing Bipartite Relations at Scale with the Minimum Description Length Principle (J)
Authors: Gromit Yeuk-Yin Chan, Panpan Xu, Zeng Dai, Liu Ren

Segue: Overviewing Evolution Patterns of Egocentric Networks by Interactive Construction of Spatial Layouts (C)
Authors: Po-Ming Law, Yanhong Wu, Rahul Basole

A Visual Analytics Framework for Spatiotemporal Trade Network Analysis (J)
Authors: Hong Wang, Yafeng Lu, Shade Shutters, Michael Steptoe, Feng Wang, Steven Landis, Ross Maciejewski

A Semantic-based Method for Visualizing Large Image Collections (T)
Authors: Xiao Xie, Xiwen Cai, Junpei Zhou, Nan Cao, Yingcai Wu

PhotoRecomposer: Interactive Photo Recomposition by Cropping (T)
Authors: Yuan Liang, Xiting Wang, Song-Hai Zhang, Shi-Min Hu, Shixia Liu

Explainable ML

RuleMatrix: Visualizing and Understanding Classifiers with Rules (J)
Authors: Yao Ming, Huamin Qu, Enrico Bertini

Seq2Seq-Vis: A Visual Debugging Tool for Sequence to Sequence Models (J)
Authors: Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush

Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models (J)
Authors: Jiawei Zhang, Yang Wang, Piero Molino, Lezhi Li, David Ebert

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution (J)
Authors: Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel Keim, Christopher Collins

VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning (J)
Authors: Dominik Sacha, Matthias Kraus, Daniel Keim, Min Chen

Event, Sequence, and ML

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration (J)
Authors: Po-Ming Law, Zhicheng Liu, Sana Malik, Rahul Basole

iForest: Interpreting Random Forests via Visual Analytics (J)
Authors: Xun Zhao, Yanhong Wu, Dik Lun Lee, Weiwei Cui

Visual Progression Analysis of Event Sequence Data (J)
Authors: Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao

StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams (T)
Authors: Yingcai Wu, Zhutian Chen, Guodao Sun, Xiao Xie, Nan Cao, Shixia Liu, Weiwei Cui

Duet: Helping Data Analysis Novices Conduct Pairwise Comparisons by Minimal Specification (J)
Authors: Po-Ming Law, Rahul Basole, Yanhong Wu

Last updated: Sun Nov 18 15:50:45 2018