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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Research Output
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ExplainExplore: Visual Exploration of Machine Learning Explanations
Collaris, D. & van Wijk, J. J., 3 Jun 2020, p. 26-35. 10 p.Research output: Contribution to conference › Paper
Open AccessFile3 Citations (Scopus)686 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 AccessFile5 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
Open AccessFile -
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
Open AccessFile5 Downloads (Pure) -
Instance-level explanations for fraud detection
Collaris, D. A. C., Vink, L. M. & van Wijk, J. J., 27 Nov 2018. 1 p.Research output: Contribution to conference › Poster
Open AccessFile28 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
Student theses
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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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