Research output per year
Research output per year
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Dive into the research topics where Dennis Collaris is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Comparative Evaluation of Contribution-Value Plots for Machine Learning Understanding
Collaris, D. & van Wijk, J. J., 11 Sep 2021, (E-pub ahead of print) In: Journal of Visualization. XX, XResearch output: Contribution to journal › Article › Academic › peer-review
Open Access -
ExplainExplore: Visual Exploration of Machine Learning Explanations
Collaris, D. & van Wijk, J. J., 3 Jun 2020, 2020 IEEE Pacific Visualization Symposium, PacificVis 2020 - Proceedings. Beck, F., Seo, J. & Wang, C. (eds.). Institute of Electrical and Electronics Engineers, p. 26-35 10 p. 9086281Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile12 Citations (Scopus)1039 Downloads (Pure) -
ExplainExplore: Visual Exploration of Machine Learning Explanations
Collaris, D. & van Wijk, J. J., 17 Mar 2020. 1 p.Research output: Contribution to conference › Poster › Academic
Open AccessFile16 Downloads (Pure) -
Machine Learning Interpretability through Contribution-Value Plots
Collaris, D. & van Wijk, J. J., 8 Dec 2020. 5 p.Research output: Contribution to conference › Paper › Academic
Open AccessFile95 Downloads (Pure) -
Instance-level explanations for fraud detection
Collaris, D., van Wijk, J. J. & Vink, L. M., 19 Mar 2019. 1 p.Research output: Contribution to conference › Poster › Academic
Open AccessFile13 Downloads (Pure)
Prizes
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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
Thesis
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Instance-level decision visualization of Random Forest models
Author: Collaris, D., 26 Feb 2018Supervisor: van Wijk, J. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Vink, L. (External person) (External coach)
Student thesis: Master
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