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researcher

Matthieu J. S. Brinkhuis

Utrecht University

3 papers hereh-index 11850 citations51 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.SE1
  • stat.ME1
  • stat.ML1
affiliations
  • Utrecht University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedContrastive Explanations with Local Foil Trees

20 citations · 28 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2026

Estimating Item Difficulty with Large Language Models as Experts

Diana Kolesnikova, Kirill Fedyanin, Abe D. Hofman +2

Accurate estimates of item difficulty are essential for valid assessment and effective adaptive learning. However, for newly created tasks, response data are typically unavailable.…

cs.SE2020★ 8 cited

All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees

Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen +2

The aim of a process discovery algorithm is to construct from event data a process model that describes the underlying, real-world process well. Intuitively, the better the quality…

stat.ML2018★ 20 cited

Contrastive Explanations with Local Foil Trees

Jasper van der Waa, Marcel Robeer, Jurriaan van Diggelen +2

Recent advances in interpretable Machine Learning (iML) and eXplainable AI (XAI) construct explanations based on the importance of features in classification tasks. However, in a h…

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