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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

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@article{ananalysisofthe-2024/9,
  title={An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization.},
  author={Diehl A, Rahman AA, Bach B, El-Assady M, Kraus M et al.},
  journal={IEEE transactions on visualization and computer graphics},
  volume={PP},
  year = "2024"
}

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

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@inproceedings{imagesimilarity-2024/8,
  title={Image similarity using an ensemble of context-sensitive models},
  author={Liao Z & Chen M},
  booktitle={30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={1758-1769},
  year = "2024"
}

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

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@inproceedings{trainingfreelay-2024/4,
  title={Training-free layout control with cross-attention guidance},
  author={Chen M, Laina I & Vedaldi A},
  booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)},
  pages={5331-5341},
  year = "2024"
}

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

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@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

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@misc{generatingvirtu-2024/,
  title={Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net},
  author={Peng J, Beetz M, Banerjee A, Chen M & Grau V},
  year = "2024"
}

Entropies from f-Divergences

Sbert M, Chen M, Poch J, Feixas M & Chen S (2024), 14986, 47-60

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@misc{entropiesfromfd-2024/,
  title={Entropies from f-Divergences},
  author={Sbert M, Chen M, Poch J, Feixas M & Chen S},
  year = "2024"
}

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

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@article{radialicicletre-2023/10,
  title={Radial icicle tree (RIT): node separation and area constancy},
  author={Jin Y, de Jong TJA, Tennekes M & Chen M},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  volume={30},
  pages={251-261},
  publisher={IEEE},
  year = "2023"
}

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

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@article{grandchallenges-2023/9,
  title={Grand Challenges in Visual Analytics Applications.},
  author={Wu A, Deng D, Chen M, Liu S, Keim D et al.},
  journal={IEEE computer graphics and applications},
  volume={43},
  pages={83-90},
  year = "2023"
}

Radial Icicle Tree (RIT): Node Separation and Area Constancy

Jin Y, Jong TJAD, Tennekes M & Chen M (2023)

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@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"
}

Multi-Criteria Decision Analysis for Aiding Glyph Design

Hsieh H-P, Zavatsky A & Chen M (2023)

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@misc{multicriteriade-2023/3,
  title={Multi-Criteria Decision Analysis for Aiding Glyph Design},
  author={Hsieh H-P, Zavatsky A & 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

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@article{dashboarddesign-2023/1,
  title={Dashboard Design Patterns.},
  author={Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al.},
  journal={IEEE transactions on visualization and computer graphics},
  volume={29},
  pages={342-352},
  year = "2023"
}

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

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@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

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@article{visualizingense-2023/1,
  title={Visualizing Ensemble Predictions of Music Mood.},
  author={Ye Z & Chen M},
  journal={IEEE transactions on visualization and computer graphics},
  volume={29},
  pages={864-874},
  year = "2023"
}

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)

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@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

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@article{thechallengesof-2022/7,
  title={The challenges of data in future pandemics},
  author={Shadbolt N, Brett A, Chen M, Marion G, McKendrick IJ et al.},
  journal={Epidemics},
  volume={40},
  number={100612},
  publisher={Elsevier},
  year = "2022"
}

Dashboard Design Patterns

Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al. (2022)

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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

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@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

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@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)

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@misc{visualizationfo-2022/4,
  title={Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations},
  author={Dykes J, Abdul-Rahman A, Archambault D, Bach B, Borgo R et al.},
  year = "2022"
}

Characterizing Grounded Theory Approaches in Visualization

Diehl A, Abdul-Rahman A, Bach B, El-Assady M, Kraus M et al. (2022)

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@misc{characterizingg-2022/3,
  title={Characterizing Grounded Theory Approaches in Visualization},
  author={Diehl A, Abdul-Rahman A, Bach B, El-Assady M, Kraus M et al.},
  year = "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)

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@article{aboundedmeasure-2022/2,
  title={A bounded measure for estimating the benefit of visualization (part II): Case studies and empirical evaluation},
  author={Chen M, Abdul-Rahman A, Silver D & Sbert M},
  journal={Entropy},
  volume={24},
  number={282},
  publisher={MDPI},
  year = "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)

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@article{aboundedmeasure-2022/2,
  title={A bounded measure for estimating the benefit of visualization (part II): Case studies and empirical evaluation},
  author={Chen M, Abdul-Rahman A, Silver D & Sbert M},
  journal={Entropy},
  volume={24},
  number={282},
  publisher={MDPI},
  year = "2022"
}

A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation

Chen M & Sbert M (2022), Entropy, 24(2)

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@article{aboundedmeasure-2022/1,
  title={A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation},
  author={Chen M & Sbert M},
  journal={Entropy},
  volume={24},
  number={228},
  publisher={MDPI},
  year = "2022"
}

A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation

Chen M & Sbert M (2022), Entropy, 24(2)

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@article{aboundedmeasure-2022/1,
  title={A bounded measure for estimating the benefit of visualization (Part I): Theoretical discourse and conceptual evaluation},
  author={Chen M & Sbert M},
  journal={Entropy},
  volume={24},
  number={228},
  publisher={MDPI},
  year = "2022"
}

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

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@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)

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@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)

Altmetric score is
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

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@article{designspaceofor-2021/6,
  title={Design space of origin-destination data visualization},
  author={Tennekes M & Chen M},
  journal={Computer Graphics Forum},
  volume={40},
  pages={323-334},
  publisher={Wiley},
  year = "2021"
}

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

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@article{automaticimprov-2021/6,
  title={Automatic improvement of continuous colormaps in Euclidean colorspaces},
  author={Nardini P, Chen M, Boettinger M, Scheuermann G & Bujack R},
  journal={Computer Graphics Forum},
  volume={40},
  pages={361-373},
  publisher={Wiley},
  year = "2021"
}

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

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@article{aboundedmeasure-2021/3,
  title={A Bounded Measure for Estimating the Benefit of Visualization: Case
  Studies and Empirical Evaluation},
  author={Chen M, Abdul-Rahman A, Silver D & Sbert M},
  journal={Entropy, 24(2), 282, 2022},
  year = "2021"
}

A Short Introduction to Information-Theoretic Cost-Benefit Analysis

Chen M (2021)

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@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)

Altmetric score is
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

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@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

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@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"
}

NeRF--: Neural Radiance Fields without known camera parameters

Wang Z, Wu S, Xie W, Chen M & Prisacariu VA (2021)

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@misc{nerfneuralradia-2021/2,
  title={NeRF--: Neural Radiance Fields without known camera parameters},
  author={Wang Z, Wu S, Xie W, Chen M & Prisacariu VA},
  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

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@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)

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@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)

Altmetric score is
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"
}

Cost-Benefit Analysis of Data Intelligence???Its Broader Interpretations

Chen M (2020), 433-463

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@misc{costbenefitanal-2020/10,
  title={Cost-Benefit Analysis of Data Intelligence???Its Broader Interpretations},
  author={Chen M},
  year = "2020"
}

Developing Effective Community Network Analysis Tools According to Visualization Psychology

Edwards DJ & Chen M (2020)

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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)

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@misc{studyingvisuali-2020/10,
  title={Studying Visualization Guidelines According to Grounded Theory},
  author={Diehl A, Kraus M, Abdul-Rahman A, El-Assady M, Bach B et al.},
  year = "2020"
}

A Bounded Measure for Estimating the Benefit of Visualization

Chen M, Sbert M, Abdul-Rahman A & Silver D (2020)

Altmetric score is
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)

Altmetric score is
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

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@book{advancesininfom-2020/1,
  title={Advances in info-metrics: Information and information processing across disciplines},
  author={Chen M, Dunn JM, GolAn A & UllAh A},
  year = "2020"
}

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,

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@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)

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@misc{flownetdgeometr-2019/12,
  title={FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation},
  author={Wang Z, Li S, Howard-Jenkins H, Prisacariu VA & Chen M},
  year = "2019"
}

On the Upper Bound of the Kullback-Leibler Divergence and Cross Entropy

Chen M & Sbert M (2019)

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@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

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@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

Altmetric score is
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

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@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"
}