Ross Maciejewski

192 papers A* 15A 3B 6C 2Journal 115Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LAMDA: Aiding Visual Exploration of Atomic Displacements in Molecular Dynamics Simulations. CoRR Rostyslav Hnatyshyn, Danny Perez, Gerik Scheuermann, Ross Maciejewski, Baldwin Nsonga
2026	J	`jnl`	LAMDA: Aiding Visual Exploration of Atomic Displacements in Molecular Dynamics Simulations. IEEE Trans. Vis. Comput. Graph. Rostyslav Hnatyshyn, Danny Perez, Gerik Scheuermann, Ross Maciejewski, Baldwin Nsonga
2026	J	`jnl`	Landscaper: Understanding Loss Landscapes Through Multi-Dimensional Topological Analysis. CoRR Jiaqing Chen, Nicholas Hadler, Tiankai Xie, Rostyslav Hnatyshyn, Caleb Geniesse, Yaoqing Yang, Michael W. Mahoney, Talita Perciano, John F. Hartwig, Ross Maciejewski, Gunther H. Weber
2026	J	`jnl`	Review and Analysis of Scientific Paper Embellishments. CoRR Jiayi Hong, Yixuan Wang, Petra Isenberg, Ross Maciejewski
2026	J	`jnl`	Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism. ACM Trans. Interact. Intell. Syst. Arlen Fan, Fan Lei, Steven R. Corman, Ross Maciejewski
2026	A*	`conf`	The Impact of Uncertainty Visualization on Trust in Thematic Maps. CHI Varun Srivastava, Fan Lei, Alan M. MacEachren, Ross Maciejewski
2026	J	`jnl`	The Impact of Uncertainty Visualization on Trust in Thematic Maps. CoRR Varun Srivastava, Fan Lei, Alan M. MacEachren, Ross Maciejewski
2025	J	`jnl`	A Simulation-Based Approach for Quantifying the Impact of Interactive Label Correction for Machine Learning. IEEE Trans. Vis. Comput. Graph. Yixuan Wang, Jieqiong Zhao, Jiayi Hong, Ronald G. Askin, Ross Maciejewski
2025	J	`jnl`	Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation. CoRR Jiayi Hong, Christian Seto, Arlen Fan, Ross Maciejewski
2025	J	`jnl`	Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation. IEEE Trans. Vis. Comput. Graph. Jiayi Hong, Christian Seto, Arlen Fan, Ross Maciejewski
2025	J	`jnl`	FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations. CoRR Fan Lei, David A. Sampson, Jiayi Hong, Yuxin Ma, Giuseppe Mascaro, Dave White, Rimjhim Agarwal, Ross Maciejewski
2025	A*	`conf`	Learnable Spatial-Temporal Positional Encoding for Link Prediction. ICML Katherine Tieu, Dongqi Fu, Zihao Li, Ross Maciejewski, Jingrui He
2025	J	`jnl`	Learnable Spatial-Temporal Positional Encoding for Link Prediction. CoRR Katherine Tieu, Dongqi Fu, Zihao Li, Ross Maciejewski, Jingrui He
2025	J	`jnl`	LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics. IEEE Computer Graphics and Applications Tiankai Xie, Jiaqing Chen, Yaoqing Yang, Caleb Geniesse, Ge Shi, Ajinkya Chaudhari, John Kevin Cava, Michael W. Mahoney, Talita Perciano, Gunther H. Weber, Ross Maciejewski
2025	J	`jnl`	MapIQ: Benchmarking Multimodal Large Language Models for Map Question Answering. CoRR Varun Srivastava, Fan Lei, Srija Mukhopadhyay, Vivek Gupta, Ross Maciejewski
2025	J	`jnl`	Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism. CoRR Arlen Fan, Fan Lei, Steven R. Corman, Ross Maciejewski
2025	A*	`conf`	Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency. ICLR Xinyu He, Dongqi Fu, Hanghang Tong, Ross Maciejewski, Jingrui He
2024	J	`jnl`	A Survey of Designs for Combined 2D+3D Visual Representations. CoRR Jiayi Hong, Rostyslav Hnatyshyn, Ebrar A. D. Santos, Ross Maciejewski, Tobias Isenberg
2024	J	`jnl`	A Survey of Designs for Combined 2D+3D Visual Representations. IEEE Trans. Vis. Comput. Graph. Jiayi Hong, Rostyslav Hnatyshyn, Ebrar A. D. Santos, Ross Maciejewski, Tobias Isenberg
2024	A*	`conf`	Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CHI Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, Carlo C. Maley
2024	J	`jnl`	Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CoRR Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, Carlo C. Maley
2024	A*	`conf`	Deceptive Fairness Attacks on Graphs via Meta Learning. ICLR Jian Kang, Yinglong Xia, Ross Maciejewski, Jiebo Luo, Hanghang Tong
2024	J	`jnl`	DrGNN: Deep Residual Graph Neural Network with Contrastive Learning. Trans. Mach. Learn. Res. Lecheng Zheng, Dongqi Fu, Ross Maciejewski, Jingrui He
2024	J	`jnl`	Evaluating Loss Landscapes from a Topology Perspective. CoRR Tiankai Xie, Caleb Geniesse, Jiaqing Chen, Yaoqing Yang, Dmitriy Morozov, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
2024	J	`jnl`	Evaluating the Impact of Uncertainty Visualization on Model Reliance. IEEE Trans. Vis. Comput. Graph. Jieqiong Zhao, Yixuan Wang, Michelle V. Mancenido, Erin K. Chiou, Ross Maciejewski
2024	J	`jnl`	GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation. IEEE Trans. Vis. Comput. Graph. Fan Lei, Yuxin Ma, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski
2024	J	`jnl`	GeoLinter: A Linting Framework for Choropleth Maps. IEEE Trans. Vis. Comput. Graph. Fan Lei, Arlen Fan, Alan M. MacEachren, Ross Maciejewski
2024	—	`conf`	Group Fairness via Group Consensus. FAccT Eunice Chan, Zhining Liu, Ruizhong Qiu, Yuheng Zhang, Ross Maciejewski, Hanghang Tong
2024	J	`jnl`	IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection. CoRR Hong Guan, Yancheng Wang, Lulu Xie, Soham Nag, Rajeev Goel, Niranjan Erappa Narayana Swamy, Yingzhen Yang, Chaowei Xiao, Jonathan Prisby, Ross Maciejewski, Jia Zou
2024	B	`conf`	IDNet: A Novel Identity Document Dataset via Few-Shot and Quality-Driven Synthetic Data Generation. IEEE Big Data Lulu Xie, Yancheng Wang, Hong Guan, Soham Nag, Rajeev Goel, Niranjan Erappa Narayana Swamy, Yingzhen Yang, Chaowei Xiao, Jonathan Prisby, Ross Maciejewski, Jia Zou
2024	J	`jnl`	LossLens: Diagnostics for Machine Learning through Loss Landscape Visual Analytics. CoRR Tiankai Xie, Jiaqing Chen, Yaoqing Yang, Caleb Geniesse, Ge Shi, Ajinkya Chaudhari, John Kevin Cava, Michael W. Mahoney, Talita Perciano, Gunther H. Weber, Ross Maciejewski
2024	J	`jnl`	MolSieve: A Progressive Visual Analytics System for Molecular Dynamics Simulations. IEEE Trans. Vis. Comput. Graph. Rostyslav Hnatyshyn, Jieqiong Zhao, Danny Perez, James P. Ahrens, Ross Maciejewski
2024	J	`jnl`	Parallel Computation of Piecewise Linear Morse-Smale Segmentations. IEEE Trans. Vis. Comput. Graph. Robin G. C. Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, Christoph Garth
2024	A*	`conf`	Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation. CHI Arlen Fan, Fan Lei, Michelle Mancenido, Alan M. MacEachren, Ross Maciejewski
2024	J	`jnl`	Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation. CoRR Arlen Fan, Fan Lei, Michelle Mancenido, Alan M. MacEachren, Ross Maciejewski
2024	J	`jnl`	Visualizing Loss Functions as Topological Landscape Profiles. CoRR Caleb Geniesse, Jiaqing Chen, Tiankai Xie, Ge Shi, Yaoqing Yang, Dmitriy Morozov, Talita Perciano, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
2024	J	`jnl`	Visualizing and Comparing Machine Learning Predictions to Improve Human-AI Teaming on the Example of Cell Lineage. IEEE Trans. Vis. Comput. Graph. Jiayi Hong, Ross Maciejewski, Alain Trubuil, Tobias Isenberg
2023	J	`jnl`	Deceptive Fairness Attacks on Graphs via Meta Learning. CoRR Jian Kang, Yinglong Xia, Ross Maciejewski, Jiebo Luo, Hanghang Tong
2023	A*	`conf`	Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs. WWW Dongqi Fu, Dawei Zhou, Ross Maciejewski, Arie Croitoru, Marcus Boyd, Jingrui He
2023	J	`jnl`	GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation. CoRR Fan Lei, Yuxin Ma, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski
2023	J	`jnl`	GeoLinter: A Linting Framework for Choropleth Maps. CoRR Fan Lei, Arlen Fan, Alan M. MacEachren, Ross Maciejewski
2023	J	`jnl`	Grand Challenges in Visual Analytics Applications. IEEE Computer Graphics and Applications Aoyu Wu, Dazhen Deng, Min Chen, Shixia Liu, Daniel A. Keim, Ross Maciejewski, Silvia Miksch, Hendrik Strobelt, Fernanda B. Viégas, Martin Wattenberg
2023	J	`jnl`	MolSieve: A Progressive Visual Analytics System for Molecular Dynamics Simulations. CoRR Rostyslav Hnatyshyn, Jieqiong Zhao, Danny Perez, James P. Ahrens, Ross Maciejewski
2023	J	`jnl`	Parallel Computation of Piecewise Linear Morse-Smale Segmentations. CoRR Robin G. C. Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, Christoph Garth
2023	J	`jnl`	Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey. CoRR Dongqi Fu, Wenxuan Bao, Ross Maciejewski, Hanghang Tong, Jingrui He
2023	J	`jnl`	Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey. SIGKDD Explor. Dongqi Fu, Wenxuan Bao, Ross Maciejewski, Hanghang Tong, Jingrui He
2022	A*	`conf`	Annotating Line Charts for Addressing Deception. CHI Arlen Fan, Yuxin Ma, Michelle Mancenido, Ross Maciejewski
2022	A	`conf`	DISCO: Comprehensive and Explainable Disinformation Detection. CIKM Dongqi Fu, Yikun Ban, Hanghang Tong, Ross Maciejewski, Jingrui He
2022	J	`jnl`	DISCO: Comprehensive and Explainable Disinformation Detection. CoRR Dongqi Fu, Yikun Ban, Hanghang Tong, Ross Maciejewski, Jingrui He
2022	J	`jnl`	FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models. IEEE Trans. Vis. Comput. Graph. Tiankai Xie, Yuxin Ma, Jian Kang, Hanghang Tong, Ross Maciejewski
2022	C	`conf`	Improving Educational Standards Using Visualization Dashboards for Decision Making. ISTAS Justin Colyar Barrett, Katina Michael, Ross Maciejewski, Luke Tate
2022	B	`conf`	InfoFair: Information-Theoretic Intersectional Fairness. IEEE Big Data Jian Kang, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong
2022	A*	`conf`	Meta-Learned Metrics over Multi-Evolution Temporal Graphs. KDD Dongqi Fu, Liri Fang, Ross Maciejewski, Vetle I. Torvik, Jingrui He
2022	J	`jnl`	Privacy-preserving Graph Analytics: Secure Generation and Federated Learning. CoRR Dongqi Fu, Jingrui He, Hanghang Tong, Ross Maciejewski
2021	J	`jnl`	A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. IEEE Trans. Vis. Comput. Graph. Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski
2021	J	`jnl`	A Visual Analytics System for Oil Spill Response and Recovery. IEEE Computer Graphics and Applications Yuxin Ma, Prannoy Chandra Pydi Medini, Jake R. Nelson, Ran Wei, Tony H. Grubesic, Jorge A. Sefair, Ross Maciejewski
2021	J	`jnl`	A visual analytics framework for conservation planning optimization. Environ. Model. Softw. Rui Zhang, Yafeng Lu, Katherine B. Adams, Jorge A. Sefair, Haley Mellin, Miguel A. Acevedo, Ross Maciejewski
2021	J	`jnl`	Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. IEEE Trans. Vis. Comput. Graph. Tiankai Xie, Yuxin Ma, Hanghang Tong, My T. Thai, Ross Maciejewski
2021	C	`conf`	Constructing a visualization dashboard to improve educational standards in Arizona legislative districts. ISTAS Justin Colyar Barrett, Katina Michael, Ross Maciejewski, Luke Tate
2021	J	`jnl`	Exploring geographic hotspots using topological data analysis. Trans. GIS Rui Zhang, Jonas Lukasczyk, Feng Wang, David S. Ebert, Paulo Shakarian, Elizabeth A. Mack, Ross Maciejewski
2021	J	`jnl`	Exploring the Design Space of Sankey Diagrams for the Food-Energy-Water Nexus. IEEE Computer Graphics and Applications Brandon Mathis, Yuxin Ma, Michelle Mancenido, Ross Maciejewski
2021	J	`jnl`	Localized Topological Simplification of Scalar Data. IEEE Trans. Vis. Comput. Graph. Jonas Lukasczyk, Christoph Garth, Ross Maciejewski, Julien Tierny
2021	J	`jnl`	MultiFair: Multi-Group Fairness in Machine Learning. CoRR Jian Kang, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong
2021	J	`jnl`	Preface. IEEE Trans. Vis. Comput. Graph. Niklas Elmqvist, Brian Fisher, Peter Lindstrom, Ross Maciejewski, Miriah Meyer, Silvia Miksch, Luis Gustavo Nonato, Nathalie Riche, Han-Wei Shen, Rüdiger Westermann, Jo Wood, Jing Yang
2021	J	`jnl`	Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties. IEEE Trans. Vis. Comput. Graph. Hang Chen, Utkarsh Soni, Yafeng Lu, Vahan Huroyan, Ross Maciejewski, Stephen G. Kobourov
2021	J	`jnl`	The Visual Analytics and Data Exploration Research Lab at Arizona State University. Vis. Informatics Ross Maciejewski, Yuxin Ma, Jonas Lukasczyk
2021	J	`jnl`	Towards Conditional Generation of Minimal Action Potential Pathways for Molecular Dynamics. CoRR John Kevin Cava, John W. Vant, Nicholas Ho, Ankita Shulka, Pavan K. Turaga, Ross Maciejewski, Abhishek Singharoy
2021	J	`jnl`	Visual Analysis of Class Separations With Locally Linear Segments. IEEE Trans. Vis. Comput. Graph. Yuxin Ma, Ross Maciejewski
2020	J	`jnl`	A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. CoRR Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski
2020	J	`jnl`	A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion. IEEE Trans. Vis. Comput. Graph. Chunggi Lee, Yeonjun Kim, Seungmin Jin, Dongmin Kim, Ross Maciejewski, David S. Ebert, Sungahn Ko
2020	J	`jnl`	Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. CoRR Tiankai Xie, Yuxin Ma, Hanghang Tong, My T. Thai, Ross Maciejewski
2020	—	`conf`	Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets. LDAV Jonas Lukasczyk, Christoph Garth, Matthew Larsen, Wito Engelke, Ingrid Hotz, David H. Rogers, James P. Ahrens, Ross Maciejewski
2020	J	`jnl`	Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets. CoRR Jonas Lukasczyk, Christoph Garth, Matthew Larsen, Wito Engelke, Ingrid Hotz, David H. Rogers, James P. Ahrens, Ross Maciejewski
2020	A*	`conf`	Crowd Teaching with Imperfect Labels. WWW Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He
2020	—	`conf`	Diagnosing Concept Drift with Visual Analytics. IEEE VAST@IEEE VIS Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020	J	`jnl`	Diagnosing Concept Drift with Visual Analytics. CoRR Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020	J	`jnl`	Dynamic Nested Tracking Graphs. IEEE Trans. Vis. Comput. Graph. Jonas Lukasczyk, Christoph Garth, Gunther H. Weber, Tim Biedert, Ross Maciejewski, Heike Leitte
2020	B	`conf`	Enhancing Collective Estimates by Aggregating Cardinal and Ordinal Inputs. HCOMP Ryan Kemmer, Yeawon Yoo, Adolfo R. Escobedo, Ross Maciejewski
2020	J	`jnl`	Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. IEEE Trans. Vis. Comput. Graph. Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski
2020	J	`jnl`	Exploring the Sensitivity of Choropleths under Attribute Uncertainty. IEEE Trans. Vis. Comput. Graph. Zhaosong Huang, Yafeng Lu, Elizabeth A. Mack, Wei Chen, Ross Maciejewski
2020	A*	`conf`	InFoRM: Individual Fairness on Graph Mining. KDD Jian Kang, Jingrui He, Ross Maciejewski, Hanghang Tong
2020	—	`conf`	Interpolation of Scientific Image Databases. iPMVM Eric Kinner, Jonas Lukasczyk, David Honegger Rogers, Ross Maciejewski, Christoph Garth
2020	J	`jnl`	Localized Topological Simplification of Scalar Data. CoRR Jonas Lukasczyk, Christoph Garth, Ross Maciejewski, Julien Tierny
2020	—	`conf`	Uncertainty-aware Brain Lesion Visualization. VCBM Christina Gillmann, Dorothee Saur, Thomas Wischgoll, Karl-Titus Hoffmann, Hans Hagen, Ross Maciejewski, Gerik Scheuermann
2019	—	`ed.`	14th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2019, Vancouver, BC, Canada, October 20-25, 2019 VAST Remco Chang, Daniel A. Keim, Ross Maciejewski
2019	J	`jnl`	A Visual Analytics Framework for Spatiotemporal Trade Network Analysis. IEEE Trans. Vis. Comput. Graph. Hong Wang, Yafeng Lu, Shade T. Shutters, Michael Steptoe, Feng Wang, Steven Landis, Ross Maciejewski
2019	J	`jnl`	Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. CoRR Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski
2019	J	`jnl`	Guest Editors' Introduction: Special Section on IEEE PacificVis 2019. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Jinwook Seo, Rüdiger Westermann
2019	J	`jnl`	Hierarchical Image Semantics Using Probabilistic Path Propagations for Biomedical Research. IEEE Computer Graphics and Applications Christina Gillmann, Tobias Post, Thomas Wischgoll, Hans Hagen, Ross Maciejewski
2019	J	`jnl`	Location Prediction for Tweets. Frontiers Big Data Chieh-Yang Huang, Hanghang Tong, Jingrui He, Ross Maciejewski
2019	A*	`conf`	Multilevel Network Alignment. WWW Si Zhang, Hanghang Tong, Ross Maciejewski, Tina Eliassi-Rad
2019	—	`conf`	ORIGIN: Non-Rigid Network Alignment. IEEE BigData Si Zhang, Hanghang Tong, Jiejun Xu, Yifan Hu, Ross Maciejewski
2019	J	`jnl`	Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties. CoRR Hang Chen, Vahan Huroyan, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov
2018	—	`conf`	A Multi-Scale Correlative Approach for Crowd-Sourced Multi-Variate Spatiotemporal Data. HICSS Thomas Gorko, Calvin Yau, Abish Malik, Matt Harris, Jun Xiang Tee, Ross Maciejewski, Cheryl Z. Qian, Shehzad Afzal, Bryan Pijanowski, David S. Ebert
2018	J	`jnl`	A Visual Analytics Framework for Exploring Theme Park Dynamics. ACM Trans. Interact. Intell. Syst. Michael Steptoe, Robert Krüger, Rolando Garcia, Xing Liang, Ross Maciejewski
2018	J	`jnl`	A Visual Analytics Framework for Identifying Topic Drivers in Media Events. IEEE Trans. Vis. Comput. Graph. Yafeng Lu, Hong Wang, Steven Landis, Ross Maciejewski
2018	J	`jnl`	Applied Visualization. IEEE Computer Graphics and Applications Bernd Hentschel, Miriah Meyer, Hans Hagen, Ross Maciejewski
2018	J	`jnl`	Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information. IEEE Trans. Vis. Comput. Graph. Seokyeon Kim, Seongmin Jeong, Insoo Woo, Yun Jang, Ross Maciejewski, David S. Ebert
2018	—	`conf`	Graph Convolutional Networks: Algorithms, Applications and Open Challenges. CSoNet Si Zhang, Hanghang Tong, Jiejun Xu, Ross Maciejewski
2018	—	`conf`	Motif-Preserving Dynamic Local Graph Cut. IEEE BigData Dawei Zhou, Jingrui He, Hasan Davulcu, Ross Maciejewski
2018	J	`jnl`	Same Stats, Different Graphs (Graph Statistics and Why We Need Graph Drawings). CoRR Hang Chen, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov
2018	A	`conf`	Same Stats, Different Graphs - (Graph Statistics and Why We Need Graph Drawings). GD Hang Chen, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov
2018	—	`conf`	Source Free Domain Adaptation Using an Off-the-Shelf Classifier. IEEE BigData Arun Reddy Nelakurthi, Ross Maciejewski, Jingrui He
2018	J	`jnl`	Structuring Mobility Transition With an Adaptive Graph Representation. IEEE Trans. Comput. Soc. Syst. Tianlong Gu, Minfeng Zhu, Wei Chen, Zhaosong Huang, Ross Maciejewski, Liang Chang
2018	J	`jnl`	The Perception of Graph Properties in Graph Layouts. Comput. Graph. Forum Utkarsh Soni, Yafeng Lu, Brett Hansen, Helen C. Purchase, Stephen G. Kobourov, Ross Maciejewski
2018	A*	`conf`	TopoText: Context-Preserving Text Data Exploration Across Multiple Spatial Scales. CHI Jiawei Zhang, Chittayong Surakitbanharn, Niklas Elmqvist, Ross Maciejewski, Zhenyu Qian, David S. Ebert
2018	J	`jnl`	VAUD: A Visual Analysis Approach for Exploring Spatio-Temporal Urban Data. IEEE Trans. Vis. Comput. Graph. Wei Chen, Zhaosong Huang, Feiran Wu, Minfeng Zhu, Huihua Guan, Ross Maciejewski
2017	J	`jnl`	EasySVM: A visual analysis approach for open-box support vector machines. Comput. Vis. Media Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung
2017	J	`jnl`	Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS. IEEE Trans. Intell. Transp. Syst. Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
2017	J	`jnl`	Impact of Spatial Scales on the Intercomparison of Climate Scenarios. IEEE Computer Graphics and Applications Wei Luo, Michael Steptoe, Zheng Chang, Robert Link, Leon Clarke, Ross Maciejewski
2017	J	`jnl`	Name Profiler Toolkit. IEEE Computer Graphics and Applications Feng Wang, Brett Hansen, Ryan Simmons, Ross Maciejewski
2017	J	`jnl`	Nested Tracking Graphs. Comput. Graph. Forum Jonas Lukasczyk, Gunther H. Weber, Ross Maciejewski, Christoph Garth, Heike Leitte
2017	J	`jnl`	Quantifying the Visual Impact of Classification Boundaries in Choropleth Maps. IEEE Trans. Vis. Comput. Graph. Yifan Zhang, Ross Maciejewski
2017	J	`jnl`	Recent progress and trends in predictive visual analytics. Frontiers Comput. Sci. Junhua Lu, Wei Chen, Yuxin Ma, Junming Ke, Zongzhuang Li, Fan Zhang, Ross Maciejewski
2017	J	`jnl`	Spatial-temporal visualization of city-wide crowd movement. J. Vis. Feiran Wu, Minfeng Zhu, Qi Wang, Xin Zhao, Wei Chen, Ross Maciejewski
2017	J	`jnl`	The Role of Teamwork in the Analysis of Big Data: A Study of Visual Analytics and Box Office Prediction. Big Data Verica Buchanan, Yafeng Lu, Nathan J. McNeese, Michael Steptoe, Ross Maciejewski, Nancy J. Cooke
2017	J	`jnl`	The State-of-the-Art in Predictive Visual Analytics. Comput. Graph. Forum Yafeng Lu, Rolando Garcia, Brett Hansen, Michael Gleicher, Ross Maciejewski
2017	A*	`conf`	TopoGroups: Context-Preserving Visual Illustration of Multi-Scale Spatial Aggregates. CHI Jiawei Zhang, Abish Malik, Benjamin Ahlbrand, Niklas Elmqvist, Ross Maciejewski, David S. Ebert
2017	A	`conf`	User-guided Cross-domain Sentiment Classification. SDM Arun Reddy Nelakurthi, Hanghang Tong, Ross Maciejewski, Nadya Bliss, Jingrui He
2017	J	`jnl`	Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. IEEE Trans. Intell. Transp. Syst. Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
2016	—	`ed.`	6th IEEE Symposium on Large Data Analysis and Visualization, LDAV 2016, Baltimore, MD, USA, October 23-28, 2016 LDAV Markus Hadwiger, Ross Maciejewski, Kenneth Moreland
2016	—	`ch.`	An Overview of Sentiment Analysis in Social Media and Its Applications in Disaster Relief. Sentiment Analysis and Ontology Engineering Ghazaleh Beigi, Xia Hu, Ross Maciejewski, Huan Liu
2016	J	`jnl`	Exploring Evolving Media Discourse Through Event Cueing. IEEE Trans. Vis. Comput. Graph. Yafeng Lu, Michael Steptoe, Sarah E. Burke, Hong Wang, Jiun-Yi Tsai, Hasan Davulcu, Douglas C. Montgomery, Steven R. Corman, Ross Maciejewski
2016	J	`jnl`	Visualization for Data Science: Adding Credibility, Legitimacy, and Saliency. Big Data Ross Maciejewski, Douglas C. Montgomery
2016	—	`conf`	Visualizing Malaria Spread Under Climate Variability. EnvirVis@EuroVis Xing Liang, Rajat Aggarwal, Alhaji Cherif, Abba B. Gumel, Giuseppe Mascaro, Ross Maciejewski
2016	J	`jnl`	Visualizing the Impact of Geographical Variations on Multivariate Clustering. Comput. Graph. Forum Yifan Zhang, Wei Luo, Elizabeth A. Mack, Ross Maciejewski
2015	—	`conf`	A Collaborative Web-Based Environmental Data Visualization and Analysis Framework. EnvirVis@EuroVis Jonas Lukasczyk, Xing Liang, Wei Luo, Eric D. Ragan, Ariane Middel, Nadya Bliss, Dave White, Hans Hagen, Ross Maciejewski
2015	—	`conf`	An Interactive Web-Based Geovisual Analytics Tool to Explore Water Scarcity in Niger River Basin. EnvirVis@EuroVis Ting L. Lei, Xing Liang, Giuseppe Mascaro, Wei Luo, Dave White, Paul Westerhoff, Ross Maciejewski
2015	J	`jnl`	ShotVis: Smartphone-Based Visualization of OCR Information from Images. ACM Trans. Multim. Comput. Commun. Appl. Biao Zhu, Hongxin Zhang, Wei Chen, Feng Xia, Ross Maciejewski
2015	—	`conf`	Surpassing the Limit: Keyword Clustering to Improve Twitter Sample Coverage. HT Justin Sampson, Fred Morstatter, Ross Maciejewski, Huan Liu
2015	—	`conf`	Understanding hotspots: a topological visual analytics approach. SIGSPATIAL/GIS Jonas Lukasczyk, Ross Maciejewski, Christoph Garth, Hans Hagen
2015	—	`conf`	VAST challenge 2015: Grand challenge - team VADER/VIS Award for Outstanding Comprehensive Submission. VAST Michael Steptoe, Robert Krüger, Yifan Zhang, Xing Liang, Rolando Garcia, Sagarika Kadambi, Wei Luo, Thomas Ertl, Ross Maciejewski
2015	—	`conf`	Visualizing Social Media Sentiment in Disaster Scenarios. WWW (Companion Volume) Yafeng Lu, Xia Hu, Feng Wang, Shamanth Kumar, Huan Liu, Ross Maciejewski
2015	—	`conf`	Visualizing the time-varying crowd mobility. SIGGRAPH Asia Visualization in High Performance Computing Feiran Wu, Minfeng Zhu, Xin Zhao, Qi Wang, Wei Chen, Ross Maciejewski
2015	—	`conf`	Web-Based Visualization of the Global Change Assessment Model. EnvirVis@EuroVis Wei Luo, Zheng Chang, Lilian Kong, Robert Link, Mohamad Hejazi, Leon Clarke, Ross Maciejewski
2014	—	`ed.`	16th Eurographics Conference on Visualization, EuroVis 2014 - State of the Art Reports, Swansea, UK, June 9-13, 2014 EuroVis (STARs) Rita Borgo, Ross Maciejewski, Ivan Viola
2014	B	`conf`	A Mobile Visual Analytics Approach for Law Enforcement Situation Awareness. PacificVis Ahmad M. Razip, Abish Malik, Shehzad Afzal, Matthew Potrawski, Ross Maciejewski, Yun Jang, Niklas Elmqvist, David S. Ebert
2014	J	`jnl`	A visual analytics process for maritime response, resource allocation and risk assessment. Inf. Vis. Abish Malik, Ross Maciejewski, Yun Jang, Silvia Oliveros Torres, Yang Yang, Ben Maule, Matthew White, David S. Ebert
2014	J	`jnl`	Business Intelligence from Social Media: A Study from the VAST Box Office Challenge. IEEE Computer Graphics and Applications Yafeng Lu, Feng Wang, Ross Maciejewski
2014	—	`conf`	Integrating predictive analytics and social media. IEEE VAST Yafeng Lu, Robert Krüger, Dennis Thom, Feng Wang, Steffen Koch, Thomas Ertl, Ross Maciejewski
2014	J	`jnl`	Proactive Spatiotemporal Resource Allocation and Predictive Visual Analytics for Community Policing and Law Enforcement. IEEE Trans. Vis. Comput. Graph. Abish Malik, Ross Maciejewski, Sherry Towers, Sean McCullough, David S. Ebert
2014	J	`jnl`	Spatio-temporal analysis of industrial composition with IVIID: an interactive visual analytics interface for industrial diversity. J. Geogr. Syst. Elizabeth A. Mack, Yifan Zhang, Sergio J. Rey, Ross Maciejewski
2014	—	`conf`	Volume curtaining: a focus+context effect for multimodal volume visualization. Computer-Aided Diagnosis Adam J. Fairfield, Jonathan Plasencia, Yun Jang, Nicholas Theodore, Neil R. Crawford, David H. Frakes, Ross Maciejewski
2014	—	`conf`	What's In a Name? Data Linkage, Demography and Visual Analytics. EuroVA@EuroVis Feng Wang, Jose Ibarra, Muhammed Adnan, Paul A. Longley, Ross Maciejewski
2013	—	`conf`	A Role for Reasoning in Visual Analytics. HICSS Tera Marie Green, Ross Maciejewski
2013	—	`conf`	A novel visual analytics approach for clustering large-scale social data. IEEE BigData Zhangye Wang, Chang Chen, Juanxia Zhou, Jiyuan Liao, Wei Chen, Ross Maciejewski
2013	J	`jnl`	Abstracting Attribute Space for Transfer Function Exploration and Design. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Yun Jang, Insoo Woo, Heike Jänicke, Kelly P. Gaither, David S. Ebert
2013	J	`jnl`	Automated Box-Cox Transformations for Improved Visual Encoding. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Avin Pattath, Sungahn Ko, Ryan Hafen, William S. Cleveland, David S. Ebert
2013	J	`jnl`	Bristle Maps: A Multivariate Abstraction Technique for Geovisualization. IEEE Trans. Vis. Comput. Graph. SungYe Kim, Ross Maciejewski, Abish Malik, Yun Jang, David S. Ebert, Tobias Isenberg
2013	A*	`conf`	Understanding Twitter data with TweetXplorer. KDD Fred Morstatter, Shamanth Kumar, Huan Liu, Ross Maciejewski
2012	—	`conf`	A correlative analysis process in a visual analytics environment. IEEE VAST Abish Malik, Ross Maciejewski, Niklas Elmqvist, Yun Jang, David S. Ebert, Whitney K. Huang
2012	—	`conf`	Applied Visual Analytics for Exploring the National Health and Nutrition Examination Survey. HICSS Silvia Oliveros Torres, Heather A. Eicher-Miller, Carol J. Boushey, David S. Ebert, Ross Maciejewski
2012	J	`jnl`	Feature-Driven Data Exploration for Volumetric Rendering. IEEE Trans. Vis. Comput. Graph. Insoo Woo, Ross Maciejewski, Kelly P. Gaither, David S. Ebert
2012	J	`jnl`	MarketAnalyzer: An Interactive Visual Analytics System for Analyzing Competitive Advantage Using Point of Sale Data. Comput. Graph. Forum Sungahn Ko, Ross Maciejewski, Yun Jang, David S. Ebert
2012	J	`jnl`	OmicsVis: an interactive tool for visually analyzing metabolomics data. BMC Bioinform. Philip Livengood, Ross Maciejewski, Wei Chen, David S. Ebert
2012	J	`jnl`	Spatial Text Visualization Using Automatic Typographic Maps. IEEE Trans. Vis. Comput. Graph. Shehzad Afzal, Ross Maciejewski, Yun Jang, Niklas Elmqvist, David S. Ebert
2012	—	`conf`	Spatiotemporal social media analytics for abnormal event detection and examination using seasonal-trend decomposition. IEEE VAST Junghoon Chae, Dennis Thom, Harald Bosch, Yun Jang, Ross Maciejewski, David S. Ebert, Thomas Ertl
2011	J	`jnl`	A pandemic influenza modeling and visualization tool. J. Vis. Lang. Comput. Ross Maciejewski, Philip Livengood, Stephen Rudolph, Timothy F. Collins, David S. Ebert, Robert T. Brigantic, Courtney D. Corley, George A. Muller, Stephen W. Sanders
2011	—	`conf`	A visual analysis system for metabolomics data. BioVis Philip Livengood, Ross Maciejewski, Wei Chen, David S. Ebert
2011	—	`conf`	A visual analytics process for maritime resource allocation and risk assessment. IEEE VAST Abish Malik, Ross Maciejewski, Ben Maule, David S. Ebert
2011	—	`ch.`	Abstract Feature Space Representation for Volumetric Transfer Function Exploration. Scientific Visualization: Interactions, Features, Metaphors Ross Maciejewski, Yun Jang, David S. Ebert, Kelly P. Gaither
2011	—	`book`	Data Representations, Transformations, and Statistics for Visual Reasoning Ross Maciejewski
2011	—	`conf`	Describing Temporal Correlation Spatially in a Visual Analytics Environment. HICSS Abish Malik, Ross Maciejewski, Erin Hodgess, David S. Ebert
2011	J	`jnl`	Forecasting Hotspots - A Predictive Analytics Approach. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Ryan Hafen, Stephen Rudolph, Stephen G. Larew, Michael A. Mitchell, William S. Cleveland, David S. Ebert
2011	—	`conf`	Visual analytics decision support environment for epidemic modeling and response evaluation. IEEE VAST Shehzad Afzal, Ross Maciejewski, David S. Ebert
2011	—	`conf`	Volume estimation using food specific shape templates in mobile image-based dietary assessment. Computational Imaging Junghoon Chae, Insoo Woo, SungYe Kim, Ross Maciejewski, Fengqing Zhu, Edward J. Delp, Carol J. Boushey, David S. Ebert
2010	J	`jnl`	A Visual Analytics Approach to Understanding Spatiotemporal Hotspots. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Stephen Rudolph, Ryan Hafen, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, William S. Cleveland, Shaun J. Grannis, David S. Ebert
2010	—	`conf`	ALIDA: Using machine learning for intent discernment in visual analytics interfaces. IEEE VAST Tera Marie Green, Ross Maciejewski, Steve DiPaola
2010	—	`conf`	Automated Hedcut Illustration Using Isophotes. Smart Graphics SungYe Kim, Insoo Woo, Ross Maciejewski, David S. Ebert
2010	—	`conf`	Data Aggregation and Analysis for Cancer Statistics - A Visual Analytics Approach. HICSS Ross Maciejewski, Travis Drake, Stephen Rudolph, Abish Malik, David S. Ebert
2010	B	`conf`	Development of a mobile user interface for image-based dietary assessment. MUM SungYe Kim, TusaRebecca Schap, Marc Bosch, Ross Maciejewski, Edward J. Delp, David S. Ebert, Carol J. Boushey
2010	—	`conf`	Development of a quick look pandemic influenza modeling and visualization tool. ISCRAM Robert T. Brigantic, David S. Ebert, Courtney D. Corley, Ross Maciejewski, George A. Muller, Aimee E. Taylor
2010	—	`conf`	Evaluating the effectiveness of visualization techniques for schematic diagrams in maintenance tasks. APGV SungYe Kim, Insoo Woo, Ross Maciejewski, David S. Ebert, Timothy D. Ropp, Krystal M. Thomas
2010	—	`conf`	VACCINATED - Visual analytics for characterizing a pandemic spread VAST 2010 Mini Challenge 2 award: Support for future detection. IEEE VAST Abish Malik, Shehzad Afzal, Erin Hodgess, David S. Ebert, Ross Maciejewski
2010	J	`jnl`	Volume composition and evaluation using eye-tracking data. ACM Trans. Appl. Percept. Aidong Lu, Ross Maciejewski, David S. Ebert
2009	J	`jnl`	Bivariate Transfer Functions on Unstructured Grids. Comput. Graph. Forum Yuyan Song, Wei Chen, Ross Maciejewski, Kelly P. Gaither, David S. Ebert
2009	—	`—`	Exploring multivariate data through the application of visual analytics Ross Maciejewski
2009	J	`jnl`	Generating Synthetic Syndromic-Surveillance Data for Evaluating Visual-Analytics Techniques. IEEE Computer Graphics and Applications Ross Maciejewski, Ryan Hafen, Stephen Rudolph, George Tebbetts, William S. Cleveland, Shaun J. Grannis, David S. Ebert
2009	J	`jnl`	SDViz: A Context-Preserving Interactive Visualization System for Technical Diagrams. Comput. Graph. Forum Insoo Woo, SungYe Kim, Ross Maciejewski, David S. Ebert, Timothy D. Ropp, Krystal M. Thomas
2009	J	`jnl`	Shape Context Preserving Deformation of 2D Anatomical Illustrations. Comput. Graph. Forum Wei Chen, Xiao Liang, Ross Maciejewski, David S. Ebert
2009	—	`conf`	Stippling by Example. NPAR SungYe Kim, Ross Maciejewski, Tobias Isenberg, William M. Andrews, Wei Chen, Mario Costa Sousa, David S. Ebert
2009	J	`jnl`	Structuring Feature Space: A Non-Parametric Method for Volumetric Transfer Function Generation. IEEE Trans. Vis. Comput. Graph. Ross Maciejewski, Insoo Woo, Wei Chen, David S. Ebert
2009	J	`jnl`	Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts. BMC Medical Informatics Decis. Mak. Ryan P. Hafen, David E. Anderson, William S. Cleveland, Ross Maciejewski, David S. Ebert, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, Shaun J. Grannis
2009	J	`jnl`	Visualization and Computer Graphics on Isotropically Emissive Volumetric Displays. IEEE Trans. Vis. Comput. Graph. Benjamin Mora, Ross Maciejewski, Min Chen, David S. Ebert
2008	—	`conf`	Applied visual analytics for economic decision-making. IEEE VAST Anya Savikhin, Ross Maciejewski, David S. Ebert
2008	J	`jnl`	Measuring Stipple Aesthetics in Hand-Drawn and Computer-Generated Images. IEEE Computer Graphics and Applications Ross Maciejewski, Tobias Isenberg, William M. Andrews, David S. Ebert, Mario Costa Sousa, Wei Chen
2008	J	`jnl`	Mobile analytics for emergency response and training. Inf. Vis. SungYe Kim, Ross Maciejewski, Karl Ostmo, Edward J. Delp, Timothy F. Collins, David S. Ebert
2008	—	`conf`	Understanding syndromic hotspots - a visual analytics approach. IEEE VAST Ross Maciejewski, Stephen Rudolph, Ryan Hafen, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, William S. Cleveland, Shaun J. Grannis, Michael Wade, David S. Ebert
2007	—	`conf`	Aesthetics of Hand-Drawn vs. Computer-Generated Stippling. CAe Ross Maciejewski, Tobias Isenberg, William M. Andrews, David S. Ebert, Mario Costa Sousa
2007	—	`conf`	LAHVA: Linked Animal-Human Health Visual Analytics. IEEE VAST Ross Maciejewski, Benjamin Tyner, Yun Jang, Cheng Zheng, Rimma V. Nehme, David S. Ebert, William S. Cleveland, Mourad Ouzzani, Shaun J. Grannis, Lawrence T. Glickman
2006	B	`conf`	Volume Composition Using Eye Tracking Data. EuroVis Aidong Lu, Ross Maciejewski, David S. Ebert
2005	—	`conf`	Multi-Modal Perceptualization of Volumetric Data and Its Application to Molecular Docking. WHC Ross Maciejewski, Seungmoon Choi, David S. Ebert, Hong Z. Tan