Publications

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

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"
}

BibTeX

@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"
}

BibTeX

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

BibTeX

@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"
}

BibTeX

@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"
}

@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"
}

BibTeX

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

BibTeX

@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"
}

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"
}

BibTeX

@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"
}

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"
}

BibTeX

@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"
}

@misc{dashboarddesign-2022/5,
  title={Dashboard Design Patterns},
  author={Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S et al.},
  year = "2022"
}

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"
}

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"
}

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

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"
}

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"
}

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

BibTeX

@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"
}

@misc{ashortintroduct-2021/3,
  title={A Short Introduction to Information-Theoretic Cost-Benefit Analysis},
  author={Chen M},
  year = "2021"
}

@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"
}

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"
}

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"
}

BibTeX

@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"
}

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"
}

@misc{isthechensbertd-2021/1,
  title={Is the Chen-Sbert Divergence a Metric?},
  author={Chen M & Sbert M},
  year = "2021"
}

@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"
}

BibTeX

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

@misc{developingeffec-2020/10,
  title={Developing Effective Community Network Analysis Tools According to
  Visualization Psychology},
  author={Edwards DJ & Chen M},
  year = "2020"
}

BibTeX

@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"
}

@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"
}

@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"
}

BibTeX

@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"
}

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"
}

BibTeX

@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"
}

@misc{ontheupperbound-2019/11,
  title={On the Upper Bound of the Kullback-Leibler Divergence and Cross Entropy},
  author={Chen M & Sbert M},
  year = "2019"
}

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"
}

@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"
}

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"
}