Showing 50 publications by Min Chen
An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization.
Diehl A, Rahman AA, Bach B, El-Assady M, Kraus M et al. (2024), IEEE transactions on visualization and computer graphics, PP
Image similarity using an ensemble of context-sensitive models
Liao Z & Chen M (2024), KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 1758-1769
Training-free layout control with cross-attention guidance
Chen M, Laina I & Vedaldi A (2024), 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 5331-5341
Simulation-based optimization of user interfaces for quality-assuring machine learning model predictions
Zhang Y, Tennekes M, De Jong T, Curier L, Coecke B et al. (2024), ACM Transactions on Interactive Intelligent Systems, 14(1), 1-32
BibTeX
@article{simulationbased-2024/1,
title={Simulation-based optimization of user interfaces for quality-assuring machine learning model predictions},
author={Zhang Y, Tennekes M, De Jong T, Curier L, Coecke B et al.},
journal={ACM Transactions on Interactive Intelligent Systems},
volume={14},
number={1},
pages={1-32},
publisher={Association for Computing Machinery},
year = "2024"
}
Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
Peng J, Beetz M, Banerjee A, Chen M & Grau V (2024), 14507, 163-173
Radial icicle tree (RIT): node separation and area constancy
Jin Y, de Jong TJA, Tennekes M & Chen M (2023), IEEE Transactions on Visualization and Computer Graphics, 30(1), 251-261
Grand Challenges in Visual Analytics Applications.
Wu A, Deng D, Chen M, Liu S, Keim D et al. (2023), IEEE computer graphics and applications, 43(5), 83-90
Radial Icicle Tree (RIT): Node Separation and Area Constancy
Jin Y, Jong TJAD, Tennekes M & Chen M (2023)
BibTeX
@misc{radialicicletre-2023/7,
title={Radial Icicle Tree (RIT): Node Separation and Area Constancy},
author={Jin Y, Jong TJAD, Tennekes M & Chen M},
year = "2023"
}
Dashboard Design Patterns.
Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al. (2023), IEEE transactions on visualization and computer graphics, 29(1), 342-352
Development and Evaluation of Two Approaches of Visual Sensitivity Analysis to Support Epidemiological Modeling.
Rydow E, Borgo R, Fang H, Torsney-Weir T, Swallow B et al. (2023), IEEE transactions on visualization and computer graphics, 29(1), 1255-1265
BibTeX
@article{developmentande-2023/1,
title={Development and Evaluation of Two Approaches of Visual Sensitivity Analysis to Support Epidemiological Modeling.},
author={Rydow E, Borgo R, Fang H, Torsney-Weir T, Swallow B et al.},
journal={IEEE transactions on visualization and computer graphics},
volume={29},
pages={1255-1265},
year = "2023"
}
Visualizing Ensemble Predictions of Music Mood.
Ye Z & Chen M (2023), IEEE transactions on visualization and computer graphics, 29(1), 864-874
Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations
Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R et al. (2022), Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 380(2233)
BibTeX
@article{visualizationfo-2022/8,
title={Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations},
author={Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R et al.},
journal={Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
volume={380},
number={20210299},
publisher={Royal Society},
year = "2022"
}
The challenges of data in future pandemics
Shadbolt N, Brett A, Chen M, Marion G, McKendrick IJ et al. (2022), Epidemics, 40
Dashboard Design Patterns
Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al. (2022)
BibTeX
@misc{dashboarddesign-2022/5,
title={Dashboard Design Patterns},
author={Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al.},
year = "2022"
}
Rapid development of a data visualization service in an emergency response
Khan S, Nguyen PH, Abdul-Rahman A, Freeman E, Turkay C et al. (2022), IEEE Transactions on Services Computing, 15(3), 1251-1264
BibTeX
@article{rapiddevelopmen-2022/4,
title={Rapid development of a data visualization service in an emergency response},
author={Khan S, Nguyen PH, Abdul-Rahman A, Freeman E, Turkay C et al.},
journal={IEEE Transactions on Services Computing},
volume={15},
pages={1251-1264},
publisher={IEEE},
year = "2022"
}
RAMPVIS: answering the challenges of building visualisation capabilities for large-scale emergency responses
Chen M, Abdul-Rahman A, Archambault D, Dykes J, Ritsos P et al. (2022), Epidemics, 39
BibTeX
@article{rampvisanswerin-2022/4,
title={RAMPVIS: answering the challenges of building visualisation capabilities for large-scale emergency responses},
author={Chen M, Abdul-Rahman A, Archambault D, Dykes J, Ritsos P et al.},
journal={Epidemics},
volume={39},
number={100569},
publisher={Elsevier},
year = "2022"
}
Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations
Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R et al. (2022)
Characterizing Grounded Theory Approaches in Visualization
Diehl A, Abdul-Rahman A, Bach B, El-Assady M, Kraus M et al. (2022)
A bounded measure for estimating the benefit of visualization (part II): Case studies and empirical evaluation
Chen M, Abdul-Rahman A, Silver D & Sbert M (2022), Entropy, 24(2)
A bounded measure for estimating the benefit of visualization (part II): Case studies and empirical evaluation
Chen M, Abdul-Rahman A, Silver D & Sbert M (2022), Entropy, 24(2)
A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation
Chen M & Sbert M (2022), Entropy, 24(2)
A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation
Chen M & Sbert M (2022), Entropy, 24(2)
Propagating visual designs to numerous plots and dashboards
Khan S, Nguyen PH, Abdul-Rahman A, Bach B, Chen M et al. (2021), IEEE Transactions on Visualization and Computer Graphics, 28(1), 86-95
BibTeX
@article{propagatingvisu-2021/9,
title={Propagating visual designs to numerous plots and dashboards},
author={Khan S, Nguyen PH, Abdul-Rahman A, Bach B, Chen M et al.},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={28},
pages={86-95},
publisher={IEEE},
year = "2021"
}
MI3: machine-initiated intelligent interaction for interactive classification and data reconstruction
Zhang Y, Coecke B & Chen M (2021), ACM Transactions on Interactive Intelligent Systems, 11(3-4)
BibTeX
@article{mimachineinitia-2021/8,
title={MI3: machine-initiated intelligent interaction for interactive classification and data reconstruction},
author={Zhang Y, Coecke B & Chen M},
journal={ACM Transactions on Interactive Intelligent Systems},
volume={11},
number={18},
publisher={Association for Computing Machinery},
year = "2021"
}
Propagating Visual Designs to Numerous Plots and Dashboards
Khan S, Nguyen PH, Abdul-Rahman A, Bach B, Chen M et al. (2021)
BibTeX
@misc{propagatingvisu-2021/7,
title={Propagating Visual Designs to Numerous Plots and Dashboards},
author={Khan S, Nguyen PH, Abdul-Rahman A, Bach B, Chen M et al.},
year = "2021"
}
Design space of origin-destination data visualization
Tennekes M & Chen M (2021), Computer Graphics Forum, 40(3), 323-334
Automatic improvement of continuous colormaps in Euclidean colorspaces
Nardini P, Chen M, Boettinger M, Scheuermann G & Bujack R (2021), Computer Graphics Forum, 40(3), 361-373
A Bounded Measure for Estimating the Benefit of Visualization: Case Studies and Empirical Evaluation
Chen M, Abdul-Rahman A, Silver D & Sbert M (2021), Entropy, 24(2), 282, 2022
A Short Introduction to Information-Theoretic Cost-Benefit Analysis
Chen M (2021)
BibTeX
@misc{ashortintroduct-2021/3,
title={A Short Introduction to Information-Theoretic Cost-Benefit Analysis},
author={Chen M},
year = "2021"
}
A Bounded Measure for Estimating the Benefit of Visualization: Theoretical Discourse and Conceptual Evaluation
Chen M & Sbert M (2021)
BibTeX
@misc{aboundedmeasure-2021/3,
title={A Bounded Measure for Estimating the Benefit of Visualization:
Theoretical Discourse and Conceptual Evaluation},
author={Chen M & Sbert M},
year = "2021"
}
A Testing Environment for Continuous Colormaps
Nardini P, Chen M, Bujack R, Bottinger M & Scheuermann G (2021), IEEE Transactions on Visualization and Computer Graphics, 1-1
BibTeX
@article{atestingenviron-2021/2,
title={A Testing Environment for Continuous Colormaps},
author={Nardini P, Chen M, Bujack R, Bottinger M & Scheuermann G},
journal={IEEE Transactions on Visualization and Computer Graphics},
pages={1-1},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
year = "2021"
}
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models
Wang Q, Alexander W, Pegg J, Qu H & Chen M (2021), IEEE Transactions on Visualization and Computer Graphics, 1-1
BibTeX
@article{hypomlvisualana-2021/2,
title={HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models},
author={Wang Q, Alexander W, Pegg J, Qu H & Chen M},
journal={IEEE Transactions on Visualization and Computer Graphics},
pages={1-1},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
year = "2021"
}
Task-based visual interactive modeling: decision trees and rule-based classifiers
Streeb D, Metz Y, Schlegel U, Schneider B, El-Assady M et al. (2021), IEEE Transactions on Visualization and Computer Graphics, 28(9), 3307-3323
BibTeX
@article{taskbasedvisual-2021/1,
title={Task-based visual interactive modeling: decision trees and rule-based classifiers},
author={Streeb D, Metz Y, Schlegel U, Schneider B, El-Assady M et al.},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={28},
pages={3307-3323},
publisher={IEEE},
year = "2021"
}
Is the Chen-Sbert Divergence a Metric?
Chen M & Sbert M (2021)
BibTeX
@misc{isthechensbertd-2021/1,
title={Is the Chen-Sbert Divergence a Metric?},
author={Chen M & Sbert M},
year = "2021"
}
RAMPVIS: Towards a New Methodology for Developing Visualisation Capabilities for Large-scale Emergency Responses
Chen M, Abdul-Rahman A, Archambault D, Dykes J, Slingsby A et al. (2020)
BibTeX
@article{rampvistowardsa-2020/12,
title={RAMPVIS: Towards a New Methodology for Developing Visualisation
Capabilities for Large-scale Emergency Responses},
author={Chen M, Abdul-Rahman A, Archambault D, Dykes J, Slingsby A et al.},
journal={},
year = "2020"
}
Developing Effective Community Network Analysis Tools According to Visualization Psychology
Edwards DJ & Chen M (2020)
BibTeX
@misc{developingeffec-2020/10,
title={Developing Effective Community Network Analysis Tools According to
Visualization Psychology},
author={Edwards DJ & Chen M},
year = "2020"
}
Studying Visualization Guidelines According to Grounded Theory
Diehl A, Kraus M, Abdul-Rahman A, El-Assady M, Bach B et al. (2020)
A Bounded Measure for Estimating the Benefit of Visualization
Chen M, Sbert M, Abdul-Rahman A & Silver D (2020)
BibTeX
@misc{aboundedmeasure-2020/2,
title={A Bounded Measure for Estimating the Benefit of Visualization},
author={Chen M, Sbert M, Abdul-Rahman A & Silver D},
year = "2020"
}
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models
Wang Q, Alexander W, Pegg J, Qu H & Chen M (2020)
BibTeX
@misc{hypomlvisualana-2020/2,
title={HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine
Learning Models},
author={Wang Q, Alexander W, Pegg J, Qu H & Chen M},
year = "2020"
}
Advances in info-metrics: Information and information processing across disciplines
Chen M, Dunn JM, GolAn A & UllAh A (2020), 1-538
The making of continuous colormaps
Nardini P, Chen M, Samsel F, Bujack R, Bottinger M et al. (2019), IEEE Transactions on Visualization and Computer Graphics, 27(6), 3048-3063,
BibTeX
@article{themakingofcont-2019/12,
title={The making of continuous colormaps},
author={Nardini P, Chen M, Samsel F, Bujack R, Bottinger M et al.},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={27},
pages={3048-3063,},
publisher={Institute of Electrical and Electronics Engineers},
year = "2019"
}
FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation
Wang Z, Li S, Howard-Jenkins H, Prisacariu VA & Chen M (2019)
On the Upper Bound of the Kullback-Leibler Divergence and Cross Entropy
Chen M & Sbert M (2019)
BibTeX
@misc{ontheupperbound-2019/11,
title={On the Upper Bound of the Kullback-Leibler Divergence and Cross Entropy},
author={Chen M & Sbert M},
year = "2019"
}
Why visualize? untangling a large network of arguments
Streeb D, El-Assady M, Keim D & Chen M (2019), IEEE Transactions on Visualization and Computer Graphics, 27(3), 2220-2236
BibTeX
@article{whyvisualizeunt-2019/9,
title={Why visualize? untangling a large network of arguments},
author={Streeb D, El-Assady M, Keim D & Chen M},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={27},
pages={2220-2236},
publisher={Institute of Electrical and Electronics Engineers},
year = "2019"
}
An Ontological Framework for Supporting the Design and Evaluation of Visual Analytics Systems
Chen M & Ebert DS (2019), Computer Graphics Forum, 38(3), 131-144
BibTeX
@article{anontologicalfr-2019/7,
title={An Ontological Framework for Supporting the Design and Evaluation of Visual Analytics Systems},
author={Chen M & Ebert DS},
journal={Computer Graphics Forum},
volume={38},
pages={131-144},
publisher={Wiley},
year = "2019"
}
Visualization and the digital humanities: Moving towards stronger collaborations
Bradley AJ, El-Assady M, Coles K, Alexander E, Chen M et al. (2019), IEEE Computer Graphics and Applications, 38(6), 26-38
BibTeX
@article{visualizationan-2019/1,
title={Visualization and the digital humanities: Moving towards stronger collaborations},
author={Bradley AJ, El-Assady M, Coles K, Alexander E, Chen M et al.},
journal={IEEE Computer Graphics and Applications},
volume={38},
pages={26-38},
publisher={IEEE},
year = "2019"
}