Niek Tax

According to our database, Niek Tax authored at least 42 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Daniel Haimovich, Dima Karamshuk, Fridolin Linder, Niek Tax, Milan Vojnovic

CoRR, 2023

Active learning with biased non-response to label requests.

Thomas Robinson, Niek Tax, Richard Mudd, Ido Guy

CoRR, 2023

TCE: A Test-Based Approach to Measuring Calibration Error.

Takuo Matsubara, Niek Tax, Richard Mudd, Ido Guy

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Explaining Predictive Uncertainty with Information Theoretic Shapley Values.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Fire now, fire later: alarm-based systems for prescriptive process monitoring.

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

Knowl. Inf. Syst., 2022

Causal Reasoning over Control-Flow Decisions in Process Models.

Sander J. J. Leemans, Niek Tax

Proceedings of the Advanced Information Systems Engineering, 2022

2021

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

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

CoRR, 2021

2020

An interdisciplinary comparison of sequence modeling methods for next-element prediction.

Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst

Softw. Syst. Model., 2020

2019

Evaluating Conformance Measures in Process Mining Using Conformance Propositions.

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

Trans. Petri Nets Other Model. Concurr., 2019

Discovering more precise process models from event logs by filtering out chaotic activities.

Niek Tax, Natalia Sidorova, Wil M. P. van der Aalst

J. Intell. Inf. Syst., 2019

Generating time-based label refinements to discover more precise process models.

Niek Tax, Emin Alasgarov, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

J. Ambient Intell. Smart Environ., 2019

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

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

CoRR, 2019

Mining Insights from Weakly-Structured Event Data.

Niek Tax

CoRR, 2019

2018

Heuristic Mining Approaches for High-Utility Local Process Models.

Benjamin Dalmas, Niek Tax, Sylvie Norre

Trans. Petri Nets Other Model. Concurr., 2018

Interest-driven discovery of local process models.

Niek Tax, Benjamin Dalmas, Natalia Sidorova, Wil M. P. van der Aalst, Sylvie Norre

Inf. Syst., 2018

The imprecisions of precision measures in process mining.

Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst

Inf. Process. Lett., 2018

Automatic Playlist Continuation through a Composition of Collaborative Filters.

Irene Teinemaa, Niek Tax, Carlos Bentes

CoRR, 2018

Foundations of Prescriptive Process Monitoring.

Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi

CoRR, 2018

Indulpet Miner: Combining Discovery Algorithms.

Sander J. J. Leemans, Niek Tax, Arthur H. M. ter Hofstede

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Mining Local Process Models with Constraints Efficiently: Applications to the Analysis of Smart Home Data.

Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

Proceedings of the 14th International Conference on Intelligent Environments, 2018

Human Activity Prediction in Smart Home Environments with LSTM Neural Networks.

Niek Tax

Proceedings of the 14th International Conference on Intelligent Environments, 2018

An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models.

Niek Tax, Sebastiaan J. van Zelst, Irene Teinemaa

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2018

Alarm-Based Prescriptive Process Monitoring.

Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi

Proceedings of the Business Process Management Forum, 2018

LocalProcessModelDiscovery: Bringing Petri Nets to the Pattern Mining World.

Niek Tax, Natalia Sidorova, Wil M. P. van der Aalst, Reinder Haakma

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2018

2017

Mining Non-Redundant Sets of Generalizing Patterns from Sequence Databases.

Niek Tax, Marlon Dumas

CoRR, 2017

Mining Process Model Descriptions of Daily Life through Event Abstraction.

Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

CoRR, 2017

Time-Based Label Refinements to Discover More Precise Process Models.

Niek Tax, Emin Alasgarov, Natalia Sidorova, Wil M. P. van der Aalst, Reinder Haakma

CoRR, 2017

On the Use of Hierarchical Subtrace Mining for Efficient Local Process Model Mining.

Niek Tax, Laura Genga, Nicola Zannone

Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), 2017

Mining Local Process Models and Their Correlations.

Laura Genga, Niek Tax, Nicola Zannone

Proceedings of the Data-Driven Process Discovery and Analysis, 2017

Ranking Learning-to-Rank Methods.

Djoerd Hiemstra, Niek Tax, Sander Bockting

Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), 2017

Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models.

Felix Mannhardt, Niek Tax

Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017

Predictive Business Process Monitoring with LSTM Neural Networks.

Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas

Proceedings of the Advanced Information Systems Engineering, 2017

Heuristics for High-Utility Local Process Model Mining.

Benjamin Dalmas, Niek Tax, Sylvie Norre

Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2017 Satellite event of the conferences: 38th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2017 and 17th International Conference on Application of Concurrency to System Design ACSD 2017, 2017

2016

Mining local process models.

Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

J. Innov. Digit. Ecosyst., 2016

Heuristic approaches for generating Local Process Models through log projections.

Niek Tax, Natalia Sidorova, Wil M. P. van der Aalst, Reinder Haakma

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Log-based Evaluation of Label Splits for Process Models.

Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Event Abstraction for Process Mining Using Supervised Learning Techniques.

Niek Tax, Natalia Sidorova, Reinder Haakma, Wil M. P. van der Aalst

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

On Generation of Time-based Label Refinements.

Niek Tax, Emin Alasgarov, Natalia Sidorova, Reinder Haakma

Proceedings of the 25th International Workshop on Concurrency, 2016

2015

A cross-benchmark comparison of 87 learning to rank methods.

Niek Tax, Sander Bockting, Djoerd Hiemstra

Inf. Process. Manag., 2015

2014

Analyzing a practitioner perspective on relevance of published empirical research in Requirements Engineering.

Niek Tax

CoRR, 2014

Towards understanding the understandability of UML models.

Chintan Amrit, Niek Tax

Proceedings of the 6th International Workshop on Modeling in Software Engineering, 2014

2013

An API-based Search System for One Click Access to Information.

Dan Ionita, Niek Tax, Djoerd Hiemstra

Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013