Content available in repository
Content available in repository
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Characterizing Data Scientists' Mental Models of Local Feature Importance
Collaris, D., Weerts, H. J. P., Miedema, D., Wijk, J. J. V. & Pechenizkiy, M., 8 Oct 2022, NordiCHI '22: Nordic Human-Computer Interaction Conference. Association for Computing Machinery, Inc, 12 p. 9Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Comparative Evaluation of Contribution-Value Plots for Machine Learning Understanding
Collaris, D. & van Wijk, J. J., 1 Feb 2022, In: Journal of Visualization. 25, 1, p. 47-57 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)28 Downloads (Pure) -
Interactive Visualization for Interpretable Machine Learning
Collaris, D. A. C., 8 Jul 2022, Eindhoven: Eindhoven University of Technology. 168 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile247 Downloads (Pure) -
StrategyAtlas: Strategy Analysis for Machine Learning Interpretability
Collaris, D. & van Wijk, J. J., 12 May 2022.Research output: Contribution to conference › Poster
Open AccessFile5 Downloads (Pure) -
StrategyAtlas: Strategy Analysis for Machine Learning Interpretability
Collaris, D. & van Wijk, J. J., 27 Jan 2022, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. XX, XResearch output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus)
Prizes
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NWO Take-off fase 1 subsidie (Commit2Data)
Collaris, Dennis (Recipient), 12 Dec 2022
Prize: NWO › Take-off › Scientific
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VINCI 2020 Best Short Paper Award
Collaris, Dennis (Recipient) & van Wijk, Jack J. (Recipient), 10 Dec 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Courses
Press / Media
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“Data scientists don’t always ask questions persistently enough”
8/11/22 → 9/11/22
2 Media contributions
Press/Media: Public Engagement Activities
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Tools van TU/e onthullen 'geheim' van AI-model
22/07/22
1 Media contribution
Press/Media: Public Engagement Activities
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Interactieve tools om inzicht te geven in AI-modellen
7/07/22
1 Media contribution
Press/Media: Public Engagement Activities
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With self-learning models, prediction can be explained
6/07/22
1 Media contribution
Press/Media: Public Engagement Activities
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Thesis
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Instance-level decision visualization of Random Forest models
Author: Collaris, D. A. C., 26 Feb 2018Supervisor: van Wijk, J. J. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Vink, L. (External person) (External coach)
Student thesis: Master
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