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Ross Maciejewski
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Books and Theses
- 2011
- [b2]Ross Maciejewski:
Data Representations, Transformations, and Statistics for Visual Reasoning. Synthesis Lectures on Visualization, Morgan & Claypool Publishers 2011, ISBN 978-3-031-01471-0 - 2009
- [b1]Ross Maciejewski:
Exploring multivariate data through the application of visual analytics. Purdue University, USA, 2009
Journal Articles
- 2024
- [j75]Rostyslav Hnatyshyn, Jieqiong Zhao
, Danny Perez, James P. Ahrens
, Ross Maciejewski
:
MolSieve: A Progressive Visual Analytics System for Molecular Dynamics Simulations. IEEE Trans. Vis. Comput. Graph. 30(1): 727-737 (2024) - [j74]Fan Lei
, Yuxin Ma
, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski
:
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation. IEEE Trans. Vis. Comput. Graph. 30(1): 1391-1401 (2024) - [j73]Fan Lei
, Arlen Fan
, Alan M. MacEachren
, Ross Maciejewski
:
GeoLinter: A Linting Framework for Choropleth Maps. IEEE Trans. Vis. Comput. Graph. 30(2): 1592-1607 (2024) - [j72]Robin G. C. Maack
, Jonas Lukasczyk
, Julien Tierny
, Hans Hagen
, Ross Maciejewski
, Christoph Garth
:
Parallel Computation of Piecewise Linear Morse-Smale Segmentations. IEEE Trans. Vis. Comput. Graph. 30(4): 1942-1955 (2024) - [j71]Jiayi Hong
, Ross Maciejewski
, Alain Trubuil
, Tobias Isenberg
:
Visualizing and Comparing Machine Learning Predictions to Improve Human-AI Teaming on the Example of Cell Lineage. IEEE Trans. Vis. Comput. Graph. 30(4): 1956-1969 (2024) - [j70]Jiayi Hong
, Rostyslav Hnatyshyn
, Ebrar A. D. Santos, Ross Maciejewski
, Tobias Isenberg
:
A Survey of Designs for Combined 2D+3D Visual Representations. IEEE Trans. Vis. Comput. Graph. 30(6): 2888-2902 (2024) - [j69]Jieqiong Zhao
, Yixuan Wang
, Michelle V. Mancenido, Erin K. Chiou
, Ross Maciejewski
:
Evaluating the Impact of Uncertainty Visualization on Model Reliance. IEEE Trans. Vis. Comput. Graph. 30(7): 4093-4107 (2024) - 2023
- [j68]Aoyu Wu
, Dazhen Deng
, Min Chen
, Shixia Liu
, Daniel A. Keim
, Ross Maciejewski
, Silvia Miksch
, Hendrik Strobelt
, Fernanda B. Viégas
, Martin Wattenberg
:
Grand Challenges in Visual Analytics Applications. IEEE Computer Graphics and Applications 43(5): 83-90 (2023) - [j67]Dongqi Fu, Wenxuan Bao, Ross Maciejewski, Hanghang Tong, Jingrui He:
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey. SIGKDD Explor. 25(1): 54-72 (2023) - 2022
- [j66]Tiankai Xie, Yuxin Ma, Jian Kang
, Hanghang Tong, Ross Maciejewski:
FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models. IEEE Trans. Vis. Comput. Graph. 28(1): 368-377 (2022) - 2021
- [j65]Brandon Mathis, Yuxin Ma, Michelle Mancenido, Ross Maciejewski:
Exploring the Design Space of Sankey Diagrams for the Food-Energy-Water Nexus. IEEE Computer Graphics and Applications 41(2): 25-34 (2021) - [j64]Yuxin Ma
, Prannoy Chandra Pydi Medini, Jake R. Nelson
, Ran Wei, Tony H. Grubesic
, Jorge A. Sefair
, Ross Maciejewski
:
A Visual Analytics System for Oil Spill Response and Recovery. IEEE Computer Graphics and Applications 41(6): 91-100 (2021) - [j63]Rui Zhang, Yafeng Lu, Katherine B. Adams
, Jorge A. Sefair
, Haley Mellin, Miguel A. Acevedo, Ross Maciejewski:
A visual analytics framework for conservation planning optimization. Environ. Model. Softw. 145: 105178 (2021) - [j62]Rui Zhang
, Jonas Lukasczyk, Feng Wang, David S. Ebert, Paulo Shakarian, Elizabeth A. Mack, Ross Maciejewski:
Exploring geographic hotspots using topological data analysis. Trans. GIS 25(6): 3188-3209 (2021) - [j61]Yuxin Ma
, Ross Maciejewski
:
Visual Analysis of Class Separations With Locally Linear Segments. IEEE Trans. Vis. Comput. Graph. 27(1): 241-253 (2021) - [j60]Jonas Lukasczyk, Christoph Garth
, Ross Maciejewski, Julien Tierny:
Localized Topological Simplification of Scalar Data. IEEE Trans. Vis. Comput. Graph. 27(2): 572-582 (2021) - [j59]Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski:
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. IEEE Trans. Vis. Comput. Graph. 27(2): 1385-1395 (2021) - [j58]Tiankai Xie, Yuxin Ma, Hanghang Tong
, My T. Thai, Ross Maciejewski:
Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. IEEE Trans. Vis. Comput. Graph. 27(2): 1459-1469 (2021) - [j57]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:
Preface. IEEE Trans. Vis. Comput. Graph. 27(2): xviii-xxv (2021) - [j56]Hang Chen
, Utkarsh Soni, Yafeng Lu
, Vahan Huroyan
, Ross Maciejewski
, Stephen G. Kobourov
:
Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties. IEEE Trans. Vis. Comput. Graph. 27(3): 2056-2072 (2021) - [j55]Ross Maciejewski, Yuxin Ma, Jonas Lukasczyk:
The Visual Analytics and Data Exploration Research Lab at Arizona State University. Vis. Informatics 5(1): 14-22 (2021) - 2020
- [j54]Jonas Lukasczyk, Christoph Garth
, Gunther H. Weber
, Tim Biedert, Ross Maciejewski, Heike Leitte
:
Dynamic Nested Tracking Graphs. IEEE Trans. Vis. Comput. Graph. 26(1): 249-258 (2020) - [j53]Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski:
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. IEEE Trans. Vis. Comput. Graph. 26(1): 1075-1085 (2020) - [j52]Zhaosong Huang
, Yafeng Lu
, Elizabeth A. Mack, Wei Chen
, Ross Maciejewski
:
Exploring the Sensitivity of Choropleths under Attribute Uncertainty. IEEE Trans. Vis. Comput. Graph. 26(8): 2576-2590 (2020) - [j51]Chunggi Lee
, Yeonjun Kim
, Seungmin Jin
, Dongmin Kim
, Ross Maciejewski
, David S. Ebert
, Sungahn Ko
:
A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion. IEEE Trans. Vis. Comput. Graph. 26(11): 3133-3146 (2020) - 2019
- [j50]Christina Gillmann, Tobias Post, Thomas Wischgoll, Hans Hagen, Ross Maciejewski:
Hierarchical Image Semantics Using Probabilistic Path Propagations for Biomedical Research. IEEE Computer Graphics and Applications 39(6): 86-101 (2019) - [j49]Chieh-Yang Huang, Hanghang Tong, Jingrui He, Ross Maciejewski:
Location Prediction for Tweets. Frontiers Big Data 2: 5 (2019) - [j48]Hong Wang, Yafeng Lu, Shade T. Shutters
, Michael Steptoe, Feng Wang, Steven Landis, Ross Maciejewski:
A Visual Analytics Framework for Spatiotemporal Trade Network Analysis. IEEE Trans. Vis. Comput. Graph. 25(1): 331-341 (2019) - [j47]Ross Maciejewski
, Jinwook Seo
, Rüdiger Westermann:
Guest Editors' Introduction: Special Section on IEEE PacificVis 2019. IEEE Trans. Vis. Comput. Graph. 25(6): 2155-2156 (2019) - 2018
- [j46]Bernd Hentschel, Miriah Meyer, Hans Hagen, Ross Maciejewski:
Applied Visualization. IEEE Computer Graphics and Applications 38(3): 30-32 (2018) - [j45]Utkarsh Soni, Yafeng Lu, Brett Hansen, Helen C. Purchase
, Stephen G. Kobourov, Ross Maciejewski:
The Perception of Graph Properties in Graph Layouts. Comput. Graph. Forum 37(3): 169-181 (2018) - [j44]Tianlong Gu, Minfeng Zhu
, Wei Chen
, Zhaosong Huang, Ross Maciejewski
, Liang Chang
:
Structuring Mobility Transition With an Adaptive Graph Representation. IEEE Trans. Comput. Soc. Syst. 5(4): 1121-1132 (2018) - [j43]Michael Steptoe, Robert Krüger, Rolando Garcia, Xing Liang, Ross Maciejewski:
A Visual Analytics Framework for Exploring Theme Park Dynamics. ACM Trans. Interact. Intell. Syst. 8(1): 4:1-4:27 (2018) - [j42]Seokyeon Kim
, Seongmin Jeong, Insoo Woo, Yun Jang
, Ross Maciejewski
, David S. Ebert
:
Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information. IEEE Trans. Vis. Comput. Graph. 24(3): 1287-1300 (2018) - [j41]Yafeng Lu
, Hong Wang, Steven Landis, Ross Maciejewski
:
A Visual Analytics Framework for Identifying Topic Drivers in Media Events. IEEE Trans. Vis. Comput. Graph. 24(9): 2501-2515 (2018) - [j40]Wei Chen, Zhaosong Huang
, Feiran Wu, Minfeng Zhu
, Huihua Guan, Ross Maciejewski
:
VAUD: A Visual Analysis Approach for Exploring Spatio-Temporal Urban Data. IEEE Trans. Vis. Comput. Graph. 24(9): 2636-2648 (2018) - 2017
- [j39]Verica Buchanan, Yafeng Lu, Nathan J. McNeese, Michael Steptoe, Ross Maciejewski, Nancy J. Cooke:
The Role of Teamwork in the Analysis of Big Data: A Study of Visual Analytics and Box Office Prediction. Big Data 5(1): 53-66 (2017) - [j38]Wei Luo, Michael Steptoe, Zheng Chang, Robert Link, Leon Clarke, Ross Maciejewski:
Impact of Spatial Scales on the Intercomparison of Climate Scenarios. IEEE Computer Graphics and Applications 37(5): 40-49 (2017) - [j37]Feng Wang, Brett Hansen, Ryan Simmons, Ross Maciejewski:
Name Profiler Toolkit. IEEE Computer Graphics and Applications 37(5): 61-71 (2017) - [j36]Jonas Lukasczyk, Gunther H. Weber
, Ross Maciejewski, Christoph Garth
, Heike Leitte
:
Nested Tracking Graphs. Comput. Graph. Forum 36(3): 12-22 (2017) - [j35]Yafeng Lu, Rolando Garcia, Brett Hansen, Michael Gleicher, Ross Maciejewski:
The State-of-the-Art in Predictive Visual Analytics. Comput. Graph. Forum 36(3): 539-562 (2017) - [j34]Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu
, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung
:
EasySVM: A visual analysis approach for open-box support vector machines. Comput. Vis. Media 3(2): 161-175 (2017) - [j33]Junhua Lu, Wei Chen, Yuxin Ma, Junming Ke, Zongzhuang Li, Fan Zhang, Ross Maciejewski:
Recent progress and trends in predictive visual analytics. Frontiers Comput. Sci. 11(2): 192-207 (2017) - [j32]Feiran Wu, Minfeng Zhu
, Qi Wang, Xin Zhao, Wei Chen, Ross Maciejewski:
Spatial-temporal visualization of city-wide crowd movement. J. Vis. 20(2): 183-194 (2017) - [j31]Gennady L. Andrienko
, Natalia V. Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao:
Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS. IEEE Trans. Intell. Transp. Syst. 18(8): 2229-2231 (2017) - [j30]Gennady L. Andrienko
, Natalia V. Andrienko
, Wei Chen, Ross Maciejewski, Ye Zhao:
Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions. IEEE Trans. Intell. Transp. Syst. 18(8): 2232-2249 (2017) - [j29]Yifan Zhang, Ross Maciejewski:
Quantifying the Visual Impact of Classification Boundaries in Choropleth Maps. IEEE Trans. Vis. Comput. Graph. 23(1): 371-380 (2017) - 2016
- [j28]Ross Maciejewski, Douglas C. Montgomery:
Visualization for Data Science: Adding Credibility, Legitimacy, and Saliency. Big Data 4(2): 73-74 (2016) - [j27]Yifan Zhang, Wei Luo, Elizabeth A. Mack, Ross Maciejewski:
Visualizing the Impact of Geographical Variations on Multivariate Clustering. Comput. Graph. Forum 35(3): 101-110 (2016) - [j26]Yafeng Lu, Michael Steptoe, Sarah Burke, Hong Wang, Jiun-Yi Tsai
, Hasan Davulcu, Douglas C. Montgomery, Steven R. Corman, Ross Maciejewski:
Exploring Evolving Media Discourse Through Event Cueing. IEEE Trans. Vis. Comput. Graph. 22(1): 220-229 (2016) - 2015
- [j25]Biao Zhu, Hongxin Zhang, Wei Chen, Feng Xia
, Ross Maciejewski:
ShotVis: Smartphone-Based Visualization of OCR Information from Images. ACM Trans. Multim. Comput. Commun. Appl. 12(1s): 12:1-12:17 (2015) - 2014
- [j24]Yafeng Lu, Feng Wang, Ross Maciejewski:
Business Intelligence from Social Media: A Study from the VAST Box Office Challenge. IEEE Computer Graphics and Applications 34(5): 58-69 (2014) - [j23]Abish Malik, Ross Maciejewski, Yun Jang, Silvia Oliveros Torres, Yang Yang, Ben Maule, Matthew White, David S. Ebert
:
A visual analytics process for maritime response, resource allocation and risk assessment. Inf. Vis. 13(2): 93-110 (2014) - [j22]Elizabeth A. Mack, Yifan Zhang, Sergio J. Rey
, Ross Maciejewski:
Spatio-temporal analysis of industrial composition with IVIID: an interactive visual analytics interface for industrial diversity. J. Geogr. Syst. 16(2): 183-209 (2014) - [j21]Abish Malik, Ross Maciejewski, Sherry Towers, Sean McCullough, David S. Ebert
:
Proactive Spatiotemporal Resource Allocation and Predictive Visual Analytics for Community Policing and Law Enforcement. IEEE Trans. Vis. Comput. Graph. 20(12): 1863-1872 (2014) - 2013
- [j20]Ross Maciejewski, Yun Jang, Insoo Woo, Heike Jänicke, Kelly P. Gaither, David S. Ebert
:
Abstracting Attribute Space for Transfer Function Exploration and Design. IEEE Trans. Vis. Comput. Graph. 19(1): 94-107 (2013) - [j19]Ross Maciejewski, Avin Pattath, Sungahn Ko, Ryan Hafen, William S. Cleveland, David S. Ebert
:
Automated Box-Cox Transformations for Improved Visual Encoding. IEEE Trans. Vis. Comput. Graph. 19(1): 130-140 (2013) - [j18]SungYe Kim, Ross Maciejewski, Abish Malik, Yun Jang, David S. Ebert
, Tobias Isenberg
:
Bristle Maps: A Multivariate Abstraction Technique for Geovisualization. IEEE Trans. Vis. Comput. Graph. 19(9): 1438-1454 (2013) - 2012
- [j17]Philip Livengood, Ross Maciejewski, Wei Chen, David S. Ebert:
OmicsVis: an interactive tool for visually analyzing metabolomics data. BMC Bioinform. 13(S-8): S6 (2012) - [j16]Sungahn Ko, Ross Maciejewski, Yun Jang, David S. Ebert:
MarketAnalyzer: An Interactive Visual Analytics System for Analyzing Competitive Advantage Using Point of Sale Data. Comput. Graph. Forum 31(3pt3): 1245-1254 (2012) - [j15]Insoo Woo, Ross Maciejewski, Kelly P. Gaither, David S. Ebert
:
Feature-Driven Data Exploration for Volumetric Rendering. IEEE Trans. Vis. Comput. Graph. 18(10): 1731-1743 (2012) - [j14]Shehzad Afzal, Ross Maciejewski, Yun Jang, Niklas Elmqvist
, David S. Ebert
:
Spatial Text Visualization Using Automatic Typographic Maps. IEEE Trans. Vis. Comput. Graph. 18(12): 2556-2564 (2012) - 2011
- [j13]Ross Maciejewski, Ryan Hafen, Stephen Rudolph, Stephen G. Larew
, Michael A. Mitchell, William S. Cleveland, David S. Ebert
:
Forecasting Hotspots - A Predictive Analytics Approach. IEEE Trans. Vis. Comput. Graph. 17(4): 440-453 (2011) - [j12]Ross Maciejewski, Philip Livengood, Stephen Rudolph, Timothy F. Collins, David S. Ebert
, Robert T. Brigantic, Courtney D. Corley, George A. Muller, Stephen W. Sanders:
A pandemic influenza modeling and visualization tool. J. Vis. Lang. Comput. 22(4): 268-278 (2011) - 2010
- [j11]Aidong Lu, Ross Maciejewski, David S. Ebert
:
Volume composition and evaluation using eye-tracking data. ACM Trans. Appl. Percept. 7(1): 4:1-4:20 (2010) - [j10]Ross Maciejewski, Stephen Rudolph, Ryan Hafen, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, William S. Cleveland, Shaun J. Grannis
, David S. Ebert
:
A Visual Analytics Approach to Understanding Spatiotemporal Hotspots. IEEE Trans. Vis. Comput. Graph. 16(2): 205-220 (2010) - 2009
- [j9]Ross Maciejewski, Ryan Hafen, Stephen Rudolph, George Tebbetts, William S. Cleveland, Shaun J. Grannis
, David S. Ebert
:
Generating Synthetic Syndromic-Surveillance Data for Evaluating Visual-Analytics Techniques. IEEE Computer Graphics and Applications 29(3): 18-28 (2009) - [j8]Wei Chen, Xiao Liang, Ross Maciejewski, David S. Ebert
:
Shape Context Preserving Deformation of 2D Anatomical Illustrations. Comput. Graph. Forum 28(1): 114-126 (2009) - [j7]Yuyan Song, Wei Chen, Ross Maciejewski, Kelly P. Gaither, David S. Ebert:
Bivariate Transfer Functions on Unstructured Grids. Comput. Graph. Forum 28(3): 783-790 (2009) - [j6]Insoo Woo, SungYe Kim, Ross Maciejewski, David S. Ebert
, Timothy D. Ropp, Krystal M. Thomas:
SDViz: A Context-Preserving Interactive Visualization System for Technical Diagrams. Comput. Graph. Forum 28(3): 943-950 (2009) - [j5]Ryan P. Hafen, David E. Anderson, William S. Cleveland, Ross Maciejewski, David S. Ebert
, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, Shaun J. Grannis
:
Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts. BMC Medical Informatics Decis. Mak. 9: 21 (2009) - [j4]Benjamin Mora
, Ross Maciejewski, Min Chen, David S. Ebert
:
Visualization and Computer Graphics on Isotropically Emissive Volumetric Displays. IEEE Trans. Vis. Comput. Graph. 15(2): 221-234 (2009) - [j3]Ross Maciejewski, Insoo Woo, Wei Chen, David S. Ebert
:
Structuring Feature Space: A Non-Parametric Method for Volumetric Transfer Function Generation. IEEE Trans. Vis. Comput. Graph. 15(6): 1473-1480 (2009) - 2008
- [j2]Ross Maciejewski, Tobias Isenberg
, William M. Andrews, David S. Ebert
, Mario Costa Sousa
, Wei Chen:
Measuring Stipple Aesthetics in Hand-Drawn and Computer-Generated Images. IEEE Computer Graphics and Applications 28(2): 62-74 (2008) - [j1]SungYe Kim, Ross Maciejewski, Karl Ostmo, Edward J. Delp
, Timothy F. Collins, David S. Ebert
:
Mobile analytics for emergency response and training. Inf. Vis. 7(1): 77-88 (2008)
Conference and Workshop Papers
- 2024
- [c66]Arlen Fan
, Fan Lei
, Michelle Mancenido
, Alan M. MacEachren
, Ross Maciejewski
:
Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation. CHI 2024: 213:1-213:17 - [c65]Rostyslav Hnatyshyn
, Jiayi Hong
, Ross Maciejewski
, Christopher Norby
, Carlo C. Maley
:
Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CHI 2024: 727:1-727:11 - [c64]Eunice Chan
, Zhining Liu
, Ruizhong Qiu
, Yuheng Zhang
, Ross Maciejewski
, Hanghang Tong
:
Group Fairness via Group Consensus. FAccT 2024: 1788-1808 - [c63]Jian Kang, Yinglong Xia, Ross Maciejewski, Jiebo Luo, Hanghang Tong:
Deceptive Fairness Attacks on Graphs via Meta Learning. ICLR 2024 - 2023
- [c62]Dongqi Fu
, Dawei Zhou
, Ross Maciejewski
, Arie Croitoru
, Marcus Boyd
, Jingrui He
:
Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs. WWW 2023: 3755-3765 - 2022
- [c61]Jian Kang
, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong:
InfoFair: Information-Theoretic Intersectional Fairness. IEEE Big Data 2022: 1455-1464 - [c60]Arlen Fan, Yuxin Ma, Michelle Mancenido, Ross Maciejewski:
Annotating Line Charts for Addressing Deception. CHI 2022: 80:1-80:12 - [c59]Dongqi Fu, Yikun Ban, Hanghang Tong, Ross Maciejewski, Jingrui He:
DISCO: Comprehensive and Explainable Disinformation Detection. CIKM 2022: 4848-4852 - [c58]Justin Colyar Barrett, Katina Michael, Ross Maciejewski, Luke Tate:
Improving Educational Standards Using Visualization Dashboards for Decision Making. ISTAS 2022: 1-5 - [c57]Dongqi Fu, Liri Fang, Ross Maciejewski, Vetle I. Torvik, Jingrui He:
Meta-Learned Metrics over Multi-Evolution Temporal Graphs. KDD 2022: 367-377 - 2021
- [c56]Justin Colyar Barrett, Katina Michael, Ross Maciejewski, Luke Tate:
Constructing a visualization dashboard to improve educational standards in Arizona legislative districts. ISTAS 2021: 1-8 - 2020
- [c55]Ryan Kemmer, Yeawon Yoo, Adolfo R. Escobedo, Ross Maciejewski:
Enhancing Collective Estimates by Aggregating Cardinal and Ordinal Inputs. HCOMP 2020: 73-82 - [c54]Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu:
Diagnosing Concept Drift with Visual Analytics. IEEE VAST@IEEE VIS 2020: 12-23 - [c53]Eric Kinner, Jonas Lukasczyk, David Honegger Rogers, Ross Maciejewski, Christoph Garth
:
Interpolation of Scientific Image Databases. iPMVM 2020: 19:1-19:17 - [c52]Jian Kang
, Jingrui He, Ross Maciejewski, Hanghang Tong
:
InFoRM: Individual Fairness on Graph Mining. KDD 2020: 379-389 - [c51]Jonas Lukasczyk, Christoph Garth
, Matthew Larsen, Wito Engelke, Ingrid Hotz, David H. Rogers, James P. Ahrens
, Ross Maciejewski:
Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets. LDAV 2020: 37-41 - [c50]Christina Gillmann, Dorothee Saur, Thomas Wischgoll, Karl-Titus Hoffmann, Hans Hagen, Ross Maciejewski, Gerik Scheuermann:
Uncertainty-aware Brain Lesion Visualization. VCBM 2020: 97-101 - [c49]Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He:
Crowd Teaching with Imperfect Labels. WWW 2020: 110-121 - 2019
- [c48]Si Zhang, Hanghang Tong
, Jiejun Xu, Yifan Hu, Ross Maciejewski:
ORIGIN: Non-Rigid Network Alignment. IEEE BigData 2019: 998-1007 - [c47]Si Zhang, Hanghang Tong
, Ross Maciejewski, Tina Eliassi-Rad:
Multilevel Network Alignment. WWW 2019: 2344-2354 - 2018
- [c46]Arun Reddy Nelakurthi, Ross Maciejewski, Jingrui He:
Source Free Domain Adaptation Using an Off-the-Shelf Classifier. IEEE BigData 2018: 140-145 - [c45]Dawei Zhou, Jingrui He, Hasan Davulcu, Ross Maciejewski:
Motif-Preserving Dynamic Local Graph Cut. IEEE BigData 2018: 1156-1161 - [c44]Jiawei Zhang, Chittayong Surakitbanharn, Niklas Elmqvist
, Ross Maciejewski, Zhenyu Cheryl Qian, David S. Ebert
:
TopoText: Context-Preserving Text Data Exploration Across Multiple Spatial Scales. CHI 2018: 37 - [c43]Si Zhang, Hanghang Tong
, Jiejun Xu, Ross Maciejewski:
Graph Convolutional Networks: Algorithms, Applications and Open Challenges. CSoNet 2018: 79-91 - [c42]Hang Chen, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov:
Same Stats, Different Graphs - (Graph Statistics and Why We Need Graph Drawings). GD 2018: 463-477 - [c41]Thomas Gorko, Calvin Yau, Abish Malik, Matt Harris, Jun Xiang Tee, Ross Maciejewski, Cheryl Z. Qian, Shehzad Afzal, Bryan Pijanowski, David S. Ebert:
A Multi-Scale Correlative Approach for Crowd-Sourced Multi-Variate Spatiotemporal Data. HICSS 2018: 1-10 - 2017
- [c40]Jiawei Zhang, Abish Malik, Benjamin Ahlbrand, Niklas Elmqvist
, Ross Maciejewski, David S. Ebert
:
TopoGroups: Context-Preserving Visual Illustration of Multi-Scale Spatial Aggregates. CHI 2017: 2940-2951 - [c39]Arun Reddy Nelakurthi, Hanghang Tong
, Ross Maciejewski, Nadya Bliss, Jingrui He:
User-guided Cross-domain Sentiment Classification. SDM 2017: 471-479 - 2016
- [c38]Xing Liang, Rajat Aggarwal, Alhaji Cherif
, Abba B. Gumel, Giuseppe Mascaro, Ross Maciejewski:
Visualizing Malaria Spread Under Climate Variability. EnvirVis@EuroVis 2016: 29-33 - 2015
- [c37]Jonas Lukasczyk, Ross Maciejewski, Christoph Garth
, Hans Hagen:
Understanding hotspots: a topological visual analytics approach. SIGSPATIAL/GIS 2015: 36:1-36:10 - [c36]Justin Sampson, Fred Morstatter, Ross Maciejewski, Huan Liu:
Surpassing the Limit: Keyword Clustering to Improve Twitter Sample Coverage. HT 2015: 237-245 - [c35]Michael Steptoe, Robert Krüger, Yifan Zhang, Xing Liang, Rolando Garcia, Sagarika Kadambi, Wei Luo
, Thomas Ertl, Ross Maciejewski:
VAST challenge 2015: Grand challenge - team VADER/VIS Award for Outstanding Comprehensive Submission. VAST 2015: 119-120 - [c34]Feiran Wu, Minfeng Zhu
, Xin Zhao, Qi Wang, Wei Chen, Ross Maciejewski:
Visualizing the time-varying crowd mobility. SIGGRAPH Asia Visualization in High Performance Computing 2015: 15:1-15:4 - [c33]Wei Luo
, Zheng Chang, Lilian Kong, Robert Link, Mohamad Hejazi, Leon Clarke, Ross Maciejewski:
Web-Based Visualization of the Global Change Assessment Model. EnvirVis@EuroVis 2015: 13-17 - [c32]Jonas Lukasczyk, Xing Liang, Wei Luo
, Eric D. Ragan, Ariane Middel, Nadya Bliss, Dave White
, Hans Hagen, Ross Maciejewski:
A Collaborative Web-Based Environmental Data Visualization and Analysis Framework. EnvirVis@EuroVis 2015: 25-29 - [c31]Ting L. Lei, Xing Liang, Giuseppe Mascaro, Wei Luo
, Dave White
, Paul Westerhoff, Ross Maciejewski:
An Interactive Web-Based Geovisual Analytics Tool to Explore Water Scarcity in Niger River Basin. EnvirVis@EuroVis 2015: 55-59 - [c30]Yafeng Lu, Xia Hu, Feng Wang, Shamanth Kumar, Huan Liu, Ross Maciejewski:
Visualizing Social Media Sentiment in Disaster Scenarios. WWW (Companion Volume) 2015: 1211-1215 - 2014
- [c29]Ahmad M. Razip, Abish Malik, Shehzad Afzal, Matthew Potrawski, Ross Maciejewski, Yun Jang, Niklas Elmqvist
, David S. Ebert
:
A Mobile Visual Analytics Approach for Law Enforcement Situation Awareness. PacificVis 2014: 169-176 - [c28]Yafeng Lu, Robert Krüger
, Dennis Thom, Feng Wang, Steffen Koch, Thomas Ertl, Ross Maciejewski:
Integrating predictive analytics and social media. IEEE VAST 2014: 193-202 - [c27]Adam J. Fairfield, Jonathan Plasencia
, Yun Jang, Nicholas Theodore, Neil R. Crawford
, David H. Frakes, Ross Maciejewski:
Volume curtaining: a focus+context effect for multimodal volume visualization. Medical Imaging: Computer-Aided Diagnosis 2014: 903527 - [c26]Feng Wang, Jose Ibarra, Muhammed Adnan, Paul A. Longley, Ross Maciejewski:
What's In a Name? Data Linkage, Demography and Visual Analytics. EuroVA@EuroVis 2014 - 2013
- [c25]Zhangye Wang, Chang Chen, Juanxia Zhou, Jiyuan Liao, Wei Chen, Ross Maciejewski:
A novel visual analytics approach for clustering large-scale social data. IEEE BigData 2013: 79-86 - [c24]Tera Marie Green, Ross Maciejewski:
A Role for Reasoning in Visual Analytics. HICSS 2013: 1495-1504 - [c23]Fred Morstatter, Shamanth Kumar, Huan Liu, Ross Maciejewski:
Understanding Twitter data with TweetXplorer. KDD 2013: 1482-1485 - 2012
- [c22]Silvia Oliveros Torres, Heather A. Eicher-Miller, Carol J. Boushey, David S. Ebert
, Ross Maciejewski:
Applied Visual Analytics for Exploring the National Health and Nutrition Examination Survey. HICSS 2012: 1855-1863 - [c21]Abish Malik, Ross Maciejewski, Niklas Elmqvist
, Yun Jang, David S. Ebert
, Whitney Huang:
A correlative analysis process in a visual analytics environment. IEEE VAST 2012: 33-42 - [c20]Junghoon Chae
, Dennis Thom, Harald Bosch, Yun Jang, Ross Maciejewski, David S. Ebert
, Thomas Ertl:
Spatiotemporal social media analytics for abnormal event detection and examination using seasonal-trend decomposition. IEEE VAST 2012: 143-152 - 2011
- [c19]Philip Livengood, Ross Maciejewski, Wei Chen, David S. Ebert
:
A visual analysis system for metabolomics data. BioVis 2011: 71-78 - [c18]Junghoon Chae
, Insoo Woo, SungYe Kim, Ross Maciejewski, Fengqing Zhu
, Edward J. Delp
, Carol J. Boushey, David S. Ebert
:
Volume estimation using food specific shape templates in mobile image-based dietary assessment. Computational Imaging 2011: 78730K - [c17]Abish Malik, Ross Maciejewski, Erin Hodgess, David S. Ebert
:
Describing Temporal Correlation Spatially in a Visual Analytics Environment. HICSS 2011: 1-8 - [c16]Shehzad Afzal, Ross Maciejewski, David S. Ebert
:
Visual analytics decision support environment for epidemic modeling and response evaluation. IEEE VAST 2011: 191-200 - [c15]Abish Malik, Ross Maciejewski, Ben Maule, David S. Ebert
:
A visual analytics process for maritime resource allocation and risk assessment. IEEE VAST 2011: 221-230 - 2010
- [c14]SungYe Kim, Insoo Woo, Ross Maciejewski, David S. Ebert
, Timothy D. Ropp, Krystal M. Thomas:
Evaluating the effectiveness of visualization techniques for schematic diagrams in maintenance tasks. APGV 2010: 33-40 - [c13]Ross Maciejewski, Travis Drake, Stephen Rudolph, Abish Malik, David S. Ebert
:
Data Aggregation and Analysis for Cancer Statistics - A Visual Analytics Approach. HICSS 2010: 1-5 - [c12]Tera Marie Green, Ross Maciejewski, Steve DiPaola:
ALIDA: Using machine learning for intent discernment in visual analytics interfaces. IEEE VAST 2010: 223-224 - [c11]Abish Malik, Shehzad Afzal, Erin Hodgess, David S. Ebert
, Ross Maciejewski:
VACCINATED - Visual analytics for characterizing a pandemic spread VAST 2010 Mini Challenge 2 award: Support for future detection. IEEE VAST 2010: 281-282 - [c10]Robert T. Brigantic, David S. Ebert, Courtney D. Corley, Ross Maciejewski, George A. Muller, Aimee E. Taylor:
Development of a quick look pandemic influenza modeling and visualization tool. ISCRAM 2010 - [c9]SungYe Kim, TusaRebecca Schap, Marc Bosch, Ross Maciejewski, Edward J. Delp, David S. Ebert, Carol J. Boushey:
Development of a mobile user interface for image-based dietary assessment. MUM 2010: 13 - [c8]SungYe Kim, Insoo Woo, Ross Maciejewski, David S. Ebert
:
Automated Hedcut Illustration Using Isophotes. Smart Graphics 2010: 172-183 - 2009
- [c7]SungYe Kim, Ross Maciejewski, Tobias Isenberg, William M. Andrews, Wei Chen, Mario Costa Sousa
, David S. Ebert
:
Stippling by Example. NPAR 2009: 41-50 - 2008
- [c6]Ross Maciejewski, Stephen Rudolph, Ryan Hafen, Ahmad M. Abusalah, Mohamed Yakout, Mourad Ouzzani, William S. Cleveland, Shaun J. Grannis, Michael Wade, David S. Ebert
:
Understanding syndromic hotspots - a visual analytics approach. IEEE VAST 2008: 35-42 - [c5]Anya Savikhin, Ross Maciejewski, David S. Ebert
:
Applied visual analytics for economic decision-making. IEEE VAST 2008: 107-114 - 2007
- [c4]Ross Maciejewski, Tobias Isenberg, William M. Andrews, David S. Ebert, Mario Costa Sousa:
Aesthetics of Hand-Drawn vs. Computer-Generated Stippling. CAe 2007: 53-56 - [c3]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:
LAHVA: Linked Animal-Human Health Visual Analytics. IEEE VAST 2007: 27-34 - 2006
- [c2]Aidong Lu, Ross Maciejewski, David S. Ebert:
Volume Composition Using Eye Tracking Data. EuroVis 2006: 115-122 - 2005
- [c1]Ross Maciejewski, Seungmoon Choi, David S. Ebert
, Hong Z. Tan
:
Multi-Modal Perceptualization of Volumetric Data and Its Application to Molecular Docking. WHC 2005: 511-514
Parts in Books or Collections
- 2016
- [p2]Ghazaleh Beigi, Xia Hu, Ross Maciejewski, Huan Liu:
An Overview of Sentiment Analysis in Social Media and Its Applications in Disaster Relief. Sentiment Analysis and Ontology Engineering 2016: 313-340 - 2011
- [p1]Ross Maciejewski, Yun Jang, David S. Ebert, Kelly P. Gaither:
Abstract Feature Space Representation for Volumetric Transfer Function Exploration. Scientific Visualization: Interactions, Features, Metaphors 2011: 212-221
Editorship
- 2019
- [e3]Remco Chang, Daniel A. Keim, Ross Maciejewski:
14th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2019, Vancouver, BC, Canada, October 20-25, 2019. IEEE 2019, ISBN 978-1-7281-2284-7 [contents] - 2016
- [e2]Markus Hadwiger, Ross Maciejewski, Kenneth Moreland:
6th IEEE Symposium on Large Data Analysis and Visualization, LDAV 2016, Baltimore, MD, USA, October 23-28, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-5659-0 [contents] - 2014
- [e1]Rita Borgo, Ross Maciejewski, Ivan Viola:
16th Eurographics Conference on Visualization, EuroVis 2014 - State of the Art Reports, Swansea, UK, June 9-13, 2014. Eurographics Association 2014, ISBN 978-3-03868-028-4 [contents]
Informal and Other Publications
- 2024
- [i21]Jiayi Hong, Rostyslav Hnatyshyn, Ebrar A. D. Santos, Ross Maciejewski, Tobias Isenberg:
A Survey of Designs for Combined 2D+3D Visual Representations. CoRR abs/2401.05438 (2024) - [i20]Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, Carlo C. Maley:
Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CoRR abs/2402.06777 (2024) - [i19]Arlen Fan, Fan Lei, Michelle Mancenido, Alan M. MacEachren, Ross Maciejewski:
Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation. CoRR abs/2403.08260 (2024) - 2023
- [i18]Robin G. C. Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, Christoph Garth
:
Parallel Computation of Piecewise Linear Morse-Smale Segmentations. CoRR abs/2303.15491 (2023) - [i17]Dongqi Fu, Wenxuan Bao, Ross Maciejewski, Hanghang Tong, Jingrui He:
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey. CoRR abs/2307.04338 (2023) - [i16]Rostyslav Hnatyshyn, Jieqiong Zhao, Danny Perez, James P. Ahrens, Ross Maciejewski:
MolSieve: A Progressive Visual Analytics System for Molecular Dynamics Simulations. CoRR abs/2308.11724 (2023) - [i15]Fan Lei, Yuxin Ma, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski:
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation. CoRR abs/2308.13588 (2023) - [i14]Fan Lei, Arlen Fan, Alan M. MacEachren, Ross Maciejewski:
GeoLinter: A Linting Framework for Choropleth Maps. CoRR abs/2310.13707 (2023) - [i13]Jian Kang
, Yinglong Xia, Ross Maciejewski, Jiebo Luo
, Hanghang Tong:
Deceptive Fairness Attacks on Graphs via Meta Learning. CoRR abs/2310.15653 (2023) - 2022
- [i12]Dongqi Fu, Yikun Ban, Hanghang Tong, Ross Maciejewski, Jingrui He:
DISCO: Comprehensive and Explainable Disinformation Detection. CoRR abs/2203.04928 (2022) - [i11]Dongqi Fu, Jingrui He, Hanghang Tong, Ross Maciejewski:
Privacy-preserving Graph Analytics: Secure Generation and Federated Learning. CoRR abs/2207.00048 (2022) - 2021
- [i10]Jian Kang
, Tiankai Xie, Xintao Wu, Ross Maciejewski, Hanghang Tong:
MultiFair: Multi-Group Fairness in Machine Learning. CoRR abs/2105.11069 (2021) - [i9]John Kevin Cava, John W. Vant, Nicholas Ho, Ankita Shulka, Pavan K. Turaga, Ross Maciejewski, Abhishek Singharoy:
Towards Conditional Generation of Minimal Action Potential Pathways for Molecular Dynamics. CoRR abs/2111.14053 (2021) - 2020
- [i8]Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu:
Diagnosing Concept Drift with Visual Analytics. CoRR abs/2007.14372 (2020) - [i7]Jonas Lukasczyk, Christoph Garth, Ross Maciejewski, Julien Tierny:
Localized Topological Simplification of Scalar Data. CoRR abs/2009.00083 (2020) - [i6]Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski:
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. CoRR abs/2009.06876 (2020) - [i5]Tiankai Xie, Yuxin Ma, Hanghang Tong, My T. Thai, Ross Maciejewski:
Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. CoRR abs/2009.07227 (2020) - [i4]Jonas Lukasczyk, Christoph Garth, Matthew Larsen, Wito Engelke, Ingrid Hotz, David H. Rogers, James P. Ahrens, Ross Maciejewski:
Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets. CoRR abs/2010.03936 (2020) - 2019
- [i3]Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski:
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. CoRR abs/1907.07296 (2019) - [i2]Hang Chen, Vahan Huroyan, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov:
Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties. CoRR abs/1911.01527 (2019) - 2018
- [i1]Hang Chen, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov:
Same Stats, Different Graphs (Graph Statistics and Why We Need Graph Drawings). CoRR abs/1808.09913 (2018)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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