Matthieu J. S. Brinkhuis

18 papers A 3B 2Journal 9Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics. AIED (2) Max van Haastrecht, Matthieu J. S. Brinkhuis, Marco Spruit
2024	J	`jnl`	Understanding validity criteria in technology-enhanced learning: A systematic literature review. Comput. Educ. Max van Haastrecht, Marcel R. Haas, Matthieu J. S. Brinkhuis, Marco Spruit
2023	J	`jnl`	Aligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach. J. Learn. Anal. Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanovic, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, Simon Buckingham Shum, Lujie Karen Chen, Hendrik Drachsler, Valerie A. Guerrero, Michael Hanses, Caitlin Hayward, Ben Hicks, Ioana Jivet, Kirsty Kitto, René F. Kizilcec, Jason M. Lodge, Catherine A. Manly, Rebecca L. Matz, Michael Meaney, Xavier Ochoa, Brendan A. Schuetze, Marco Spruit, Max van Haastrecht, Anouschka van Leeuwen, Lars van Rijn, Yi-Shan Tsai, Joshua Weidlich, Kimberly Williamson, Veronica X. Yan
2023	J	`jnl`	All that glitters is not gold: Four maturity stages of process discovery algorithms. Inf. Syst. Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers
2023	—	`conf`	Efficient and General Text Classification: An Active Learning Approach Using Active Learning and NLP to Aid Processes Such as Journalistic Investigations And document Analysis. PKDD/ECML Workshops (2) Micha van Grinsven, Matthieu J. S. Brinkhuis, Georg Krempl, Joop Snijder
2023	A	`conf`	Embracing Trustworthiness and Authenticity in the Validation of Learning Analytics Systems. LAK Max van Haastrecht, Matthieu J. S. Brinkhuis, Jessica Peichl, Bernd Remmele, Marco Spruit
2023	J	`jnl`	VAST: a practical validation framework for e-assessment solutions. Inf. Syst. E Bus. Manag. Max van Haastrecht, Matthieu J. S. Brinkhuis, Saskia Wools, Marco Spruit
2022	J	`jnl`	Exploring the Utility of Dutch Question Answering Datasets for Human Resource Contact Centres. Inf. Chaïm van Toledo, Marijn Schraagen, Friso van Dijk, Matthieu J. S. Brinkhuis, Marco Spruit
2021	A	`conf`	All that Glitters Is Not Gold - Towards Process Discovery Techniques with Guarantees. CAiSE Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers
2021	—	`conf`	Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy Literature. ECIS Friso W. van Dijk, Marco Spruit, Chaïm van Toledo, Matthieu J. S. Brinkhuis
2021	J	`jnl`	SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing. Frontiers Res. Metrics Anal. Max van Haastrecht, Injy Sarhan, Bilge Yigit Ozkan, Matthieu J. S. Brinkhuis, Marco Spruit
2021	B	`conf`	Speeding up without Loss of Accuracy: Item Position Effects on Examinees' Performance in University Exams. EDM Leonardo J. Vida, Maria Bolsinova, Matthieu J. S. Brinkhuis
2020	J	`jnl`	All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees. CoRR Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers
2020	A	`conf`	Constructing and predicting school advice for academic achievement: a comparison of item response theory and machine learning techniques. LAK Koen Niemeijer, Remco Feskens, Georg Krempl, Jesse Koops, Matthieu J. S. Brinkhuis
2019	—	`conf`	Evaluating Design Rationale in Architecture. ICSA Companion Pim De Jong, Jan Martijn E. M. van der Werf, Marlies van Steenbergen, Floris Bex, Matthieu J. S. Brinkhuis
2018	J	`jnl`	Contrastive Explanations with Local Foil Trees. CoRR Jasper van der Waa, Marcel Robeer, Jurriaan van Diggelen, Matthieu J. S. Brinkhuis, Mark A. Neerincx
2018	B	`conf`	Detection of Student Modelling Anomalies. EC-TEL Sergey A. Sosnovsky, Laurens Müter, Marc Valkenier, Matthieu J. S. Brinkhuis, Abe D. Hofman
2018	J	`jnl`	Learning As It Happens: A Decade of Analyzing and Shaping a Large-Scale Online Learning System. J. Learn. Anal. Matthieu J. S. Brinkhuis, Alexander O. Savi, Abe D. Hofman, Frederik Coomans, Han L. J. van der Maas, Gunter K. J. Maris