Seppe K. L. M. vanden Broucke

36 papers A 4B 4C 1Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2024 — conf
CaLenDiR: Mitigating Case-Length Distortion in Deep-Learning-Based Predictive Process Monitoring.
ICPM Workshops
Brecht Wuyts, Seppe K. L. M. vanden Broucke, Jochen De Weerdt
2024 J jnl
Explainable Deep Learning to Classify Royal Navy Ships.
IEEE Access
Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens, Seppe K. L. M. vanden Broucke
2024 B conf
SuTraN: an Encoder-Decoder Transformer for Full-Context-Aware Suffix Prediction of Business Processes.
ICPM
Brecht Wuyts, Seppe K. L. M. vanden Broucke, Jochen De Weerdt
2023 J jnl
Regularization oversampling for classification tasks: To exploit what you do not know.
Inf. Sci.
Lennert Van der Schraelen, Kristof Stouthuysen, Seppe K. L. M. vanden Broucke, Tim Verdonck
2021 J jnl
Optimization framework for DFG-based automated process discovery approaches.
Softw. Syst. Model.
Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander J. J. Leemans, Seppe K. L. M. vanden Broucke
2020 J jnl
An Experimental Investigation of Calibration Techniques for Imbalanced Data.
IEEE Access
Lanlan Huang, Junkai Zhao, Bing Zhu, Hao Chen, Seppe K. L. M. vanden Broucke
2019 J jnl
Holistic discovery of decision models from process execution data.
Knowl. Based Syst.
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
2019 J jnl
IRIC: An R library for binary imbalanced classification.
SoftwareX
Bing Zhu, Zihan Gao, Junkai Zhao, Seppe K. L. M. vanden Broucke
2019 — conf
Predictive Process Monitoring in Operational Logistics: A Case Study in Aviation.
Business Process Management Workshops
Björn Rafn Gunnarsson, Seppe K. L. M. vanden Broucke, Jochen De Weerdt
2018 J jnl
Benchmarking sampling techniques for imbalance learning in churn prediction.
J. Oper. Res. Soc.
Bing Zhu, Bart Baesens, Aimée Backiel, Seppe K. L. M. vanden Broucke
2018 J jnl
Incorporating negative information to process discovery of complex systems.
Inf. Sci.
Hernán Ponce de León, Lucio Nardelli, Josep Carmona, Seppe K. L. M. vanden Broucke
2018 J jnl
Swipe and Tell: Using Implicit Feedback to Predict User Engagement on Tablets.
ACM Trans. Inf. Syst.
Klaas Nelissen, Monique Snoeck, Seppe K. L. M. vanden Broucke, Bart Baesens
2017 J jnl
An empirical comparison of techniques for the class imbalance problem in churn prediction.
Inf. Sci.
Bing Zhu, Bart Baesens, Seppe K. L. M. vanden Broucke
2017 J jnl
Explaining clusterings of process instances.
Data Min. Knowl. Discov.
Pieter De Koninck, Jochen De Weerdt, Seppe K. L. M. vanden Broucke
2017 J jnl
Fodina: A robust and flexible heuristic process discovery technique.
Decis. Support Syst.
Seppe K. L. M. vanden Broucke, Jochen De Weerdt
2017 A conf
Towards a Holistic Discovery of Decisions in Process-Aware Information Systems.
BPM
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
2016 — conf
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions.
Business Process Management Workshops
Johannes De Smedt, Seppe K. L. M. vanden Broucke, Josué Obregon, Aekyung Kim, Jae-Yoon Jung, Jan Vanthienen
2016 J jnl
On the gap between reality and registration: a business event analysis classification framework.
Inf. Technol. Manag.
Seppe K. L. M. vanden Broucke, Filip Caron, Jasmien Lismont, Jan Vanthienen, Bart Baesens
2016 J jnl
Revising history for cost-informed process improvement.
Computing
Wei Zhe Low, Seppe K. L. M. vanden Broucke, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Jochen De Weerdt, Wil M. P. van der Aalst
2015 A conf
Incorporating Negative Information in Process Discovery.
BPM
Hernán Ponce de León, Josep Carmona, Seppe K. L. M. vanden Broucke
2014 J jnl
A dynamic understanding of customer behavior processes based on clustering and sequence mining.
Expert Syst. Appl.
Alex Seret, Seppe K. L. M. vanden Broucke, Bart Baesens, Jan Vanthienen
2014 — conf
Bidimensional Process Discovery for Mining BPMN Models.
Business Process Management Workshops
Jochen De Weerdt, Seppe K. L. M. vanden Broucke, Filip Caron
2014 B conf
Declarative process discovery with evolutionary computing.
IEEE Congress on Evolutionary Computation
Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
2014 J jnl
Determining Process Model Precision and Generalization with Weighted Artificial Negative Events.
IEEE Trans. Knowl. Data Eng.
Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens
2014 — conf
Event-Based Real-Time Decomposed Conformance Analysis.
OTM Conferences
Seppe K. L. M. vanden Broucke, Jorge Munoz-Gama, Josep Carmona, Bart Baesens, Jan Vanthienen
2014 B conf
Perturbing event logs to identify cost reduction opportunities: A genetic algorithm-based approach.
IEEE Congress on Evolutionary Computation
Wei Zhe Low, Jochen De Weerdt, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst, Seppe K. L. M. vanden Broucke
2014 A conf
SECPI: Searching for Explanations for Clustered Process Instances.
BPM
Jochen De Weerdt, Seppe K. L. M. vanden Broucke
2014 — conf
Towards Location-Aware Process Modeling and Execution.
Business Process Management Workshops
Xinwei Zhu, Guobin Zhu, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
2013 C conf
A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM.
CIDM
Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens
2013 J jnl
Active Trace Clustering for Improved Process Discovery.
IEEE Trans. Knowl. Data Eng.
Jochen De Weerdt, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
2013 — conf
An Exploratory Approach for Understanding Customer Behavior Processes Based on Clustering and Sequence Mining.
Business Process Management Workshops
Alex Seret, Seppe K. L. M. vanden Broucke, Bart Baesens, Jan Vanthienen
2013 — conf
Uncovering the Relationship Between Event Log Characteristics and Process Discovery Techniques.
Business Process Management Workshops
Seppe K. L. M. vanden Broucke, Cédric Delvaux, João Freitas, Taisiia Rogova, Jan Vanthienen, Bart Baesens
2013 — conf
Validating and Enhancing Declarative Business Process Models Based on Allowed and Non-occurring Past Behavior.
Business Process Management Workshops
Seppe K. L. M. vanden Broucke, Filip Caron, Jan Vanthienen, Bart Baesens
2012 A conf
Improved Artificial Negative Event Generation to Enhance Process Event Logs.
CAiSE
Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Bart Baesens, Jan Vanthienen
2012 B conf
Leveraging process discovery with trace clustering and text mining for intelligent analysis of incident management processes.
IEEE Congress on Evolutionary Computation
Jochen De Weerdt, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
2012 — conf
On the Distinction between Truthful, Invisible, False and Unobserved Events An Event Existence Classification Framework and the Impact on Business Process Analytics Related Research Areas.
AMCIS
Filip Caron, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens