Niek Tax
Niek Tax
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Predictive business process monitoring with LSTM neural networks
N Tax, I Verenich, M La Rosa, M Dumas
Proceedings of the International Conference on Advanced Information Systems …, 2017
2552017
Mining local process models
N Tax, N Sidorova, R Haakma, WMP van der Aalst
Journal of Innovation in Digital Ecosystems 3 (2), 183-196, 2016
832016
A cross-benchmark comparison of 87 learning to rank methods
N Tax, S Bockting, D Hiemstra
Information processing & management 51 (6), 757-772, 2015
742015
Event abstraction for process mining using supervised learning techniques
N Tax, N Sidorova, R Haakma, WMP van der Aalst
Proceedings of the SAI Intelligent Systems Conference, 2016
642016
The Imprecisions of Precision Measures in Process Mining
N Tax, X Lu, N Sidorova, D Fahland, WMP van der Aalst
Information Processing Letters 135, 1-8, 2018
462018
Predicting The Dutch Football Competition Using Public Data: A Machine Learning Approach
N Tax, Y Joustra
2014, 2014
362014
Discovering More Precise Process Models from Event Logs by Filtering Out Chaotic Activities
N Tax, N Sidorova, WMP van der Aalst
Journal of Intelligent Information Systems, 1-33, 2017
332017
Heuristic approaches for generating local process models through log projections
N Tax, N Sidorova, WMP van der Aalst, R Haakma
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2016
252016
An interdisciplinary comparison of sequence modeling methods for next-element prediction
N Tax, I Teinemaa, SJ van Zelst
Software and Systems Modeling 19 (6), 1345-1365, 2020
242020
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models
F Mannhardt, N Tax
International Working Conference on Business Process Modeling, Development …, 2017
242017
Mining Process Model Descriptions of Daily Life through Event Abstraction
N Tax, N Sidorova, R Haakma, WMP van der Aalst
Intelligent Systems and Applications 751, 2017
222017
Evaluating conformance measures in process mining using conformance propositions
AF Syring, N Tax, WMP van der Aalst
Transactions on Petri Nets and Other Models of Concurrency XIV, 192-221, 2019
172019
Alarm-based prescriptive process monitoring
I Teinemaa, N Tax, M de Leoni, M Dumas, FM Maggi
International Conference on Business Process Management, 91-107, 2018
142018
Log-based evaluation of label splits for process models
N Tax, N Sidorova, R Haakma, WMP van der Aalst
Procedia Computer Science 96, 63-72, 2016
142016
Human Activity Prediction in Smart Home Environments with LSTM Neural Networks
N Tax
Proceedings of the International Conference on Intelligent Environments, 2018
122018
On generation of time-based label refinements
N Tax, E Alasgarov, N Sidorova, R Haakma
Proceedings of the 25th International Workshop on Concurrency, Specification …, 2016
112016
On the Use of Hierarchical Subtrace Mining for Efficient Local Process Model Mining
N Tax, L Genga, N Zannone
Proceedings of the International Symposium on Data-driven Process Discovery …, 2017
102017
LocalProcessModelDiscovery: Bringing Petri Nets to the Pattern Mining World
N Tax, N Sidorova, WMP van der Aalst, R Haakma
Application and Theory of Petri Nets and Concurrency, 2018
92018
Interest-Driven Discovery of Local Process Models
N Tax, B Dalmas, N Sidorova, WMP van der Aalst, S Norre
Information Systems, 2018
92018
Heuristics for High-Utility Local Process Model Mining
B Dalmas, N Tax, S Norre
Proceedings of the International Workshop on Algorithms & Theories for the …, 2017
72017
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