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Niek Tax

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On the convergence of loss and uncertainty-based active learning algorithms

Dec 21, 2023
Daniel Haimovich, Dima Karamshuk, Fridolin Linder, Niek Tax, Milan Vojnovic

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Active learning with biased non-response to label requests

Dec 13, 2023
Thomas Robinson, Niek Tax, Richard Mudd, Ido Guy

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TCE: A Test-Based Approach to Measuring Calibration Error

Jun 25, 2023
Takuo Matsubara, Niek Tax, Richard Mudd, Ido Guy

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Explaining Predictive Uncertainty with Information Theoretic Shapley Values

Jun 09, 2023
David S. Watson, Joshua O'Hara, Niek Tax, Richard Mudd, Ido Guy

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Machine Learning for Fraud Detection in E-Commerce: A Research Agenda

Jul 05, 2021
Niek Tax, Kees Jan de Vries, Mathijs de Jong, Nikoleta Dosoula, Bram van den Akker, Jon Smith, Olivier Thuong, Lucas Bernardi

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Mining Insights from Weakly-Structured Event Data

Sep 03, 2019
Niek Tax

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Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version)

Aug 30, 2019
Anja F. Syring, Niek Tax, Wil M. P. van der Aalst

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Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring

May 23, 2019
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich

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An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction

Oct 31, 2018
Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst

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Mining Non-Redundant Local Process Models From Sequence Databases

Sep 21, 2018
Niek Tax, Marlon Dumas

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