Johannes De Smedt

104 papers A 3B 6Misc 1Journal 57Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Correction: A benchmarking study on process model forecasting: univariate vs. multivariate approaches. Process Sci. Yongbo Yu, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2026	J	`jnl`	Crafting imperceptible on-manifold adversarial attacks for tabular data. Appl. Soft Comput. Zhipeng He, Alexander Stevens, Chun Ouyang, Johannes De Smedt, Alistair Barros, Catarina Moreira
2026	J	`jnl`	Model-driven stochastic trace clustering. Inf. Syst. Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2025	B	`conf`	A Maturity Model for Blockchain Adoption in the Banking Industry. CoopIS Faruk Hasic, Amalia Morel de Westgaver, Johannes De Smedt
2025	J	`jnl`	A benchmarking study on process model forecasting: univariate vs. multivariate approaches. Process Sci. Yongbo Yu, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2025	J	`jnl`	Actor-Enriched Time Series Forecasting of Process Performance. CoRR Aurélie Leribaux, Rafael Seidi Oyamada, Johannes De Smedt, Zahra Dasht Bozorgi, Artem Polyvyanyy, Jochen De Weerdt
2025	J	`jnl`	Approaches for IoT-enhanced predictive process monitoring. Process Sci. Yannis Bertrand, Alexander Stevens, Boje Deforce, Johannes De Smedt, Jochen De Weerdt, Estefanía Serral
2025	J	`jnl`	Correction: iDOCEM. Softw. Syst. Model. Charlotte Verbruggen, Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Monique Snoeck
2025	J	`jnl`	Crafting Imperceptible On-Manifold Adversarial Attacks for Tabular Data. CoRR Zhipeng He, Alexander Stevens, Chun Ouyang, Johannes De Smedt, Alistair Barros, Catarina Moreira
2025	J	`jnl`	Domain Adaptation of LLMs for Process Data. CoRR Rafael Seidi Oyamada, Jari Peeperkorn, Jochen De Weerdt, Johannes De Smedt
2025	J	`jnl`	Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes. IEEE Trans. Serv. Comput. Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira
2025	—	`ed.`	Joint Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2025 co-located with 23rd International Conference on Business Process Management (BPM 2025), Seville, Spain, August 31st to September 5th, 2025. BPM-D Hajo A. Reijers, Andrea Marrella, Adela del-Río-Ortega, Stefanie Rinderle-Ma, Benoît Depaire, Jana-Rebecca Rehse, Flávia Maria Santoro, Francesca Zerbato, Alfonso Eduardo Márquez-Chamorro, Iris Beerepoot, Simone Agostinelli, Johannes De Smedt
2025	J	`jnl`	Leveraging Machine Learning and Enhanced Parallelism Detection for BPMN Model Generation from Text. CoRR Phuong Nam Lê, Charlotte Schneider-Depré, Alexandre Goossens, Alexander Stevens, Aurélie Leribaux, Johannes De Smedt
2025	J	`jnl`	Linking Actor Behavior to Process Performance Over Time. CoRR Aurélie Leribaux, Rafael Seidi Oyamada, Johannes De Smedt, Zahra Dasht Bozorgi, Artem Polyvyanyy, Jochen De Weerdt
2025	J	`jnl`	Model-driven Stochastic Trace Clustering. CoRR Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2025	B	`conf`	ProCause: Generating Counterfactual Outcomes to Evaluate Prescriptive Process Monitoring Methods. ICPM Jakob De Moor, Hans Weytjens, Johannes De Smedt
2025	J	`jnl`	ProCause: Generating Counterfactual Outcomes to Evaluate Prescriptive Process Monitoring Methods. CoRR Jakob De Moor, Hans Weytjens, Johannes De Smedt
2025	—	`ed.`	Proceedings of the Industry & Society Forum at BPM 2025 co-located with 23nd International Conference on Business Process Management (BPM 2025), Seville, Spain, August 31st to September 5th, 2025. BPM (Industry & Society Forum) Estefanía Serral Asensio, Andrés Jiménez-Ramírez, Hugo-Andrés López-Acosta, Simone Agostinelli, Johannes De Smedt
2025	—	`conf`	PyStack't: Real-Life Data for Object-Centric Process Mining. BPM (Demos / Resources Forum) Lien Bosmans, Jari Peeperkorn, Johannes De Smedt
2025	—	`conf`	Robustness Analysis of Counterfactual Explanations from Generative Models: An Empirical Study. xAI (Late-breaking Work, Demos, Doctoral Consortium) Kseniya Sahatova, Johannes De Smedt, Xuefei Lu
2025	J	`jnl`	SCOPE: Sequential Causal Optimization of Process Interventions. CoRR Jakob De Moor, Hans Weytjens, Johannes De Smedt, Jochen De Weerdt
2025	—	`conf`	SimBank: From Simulation to Solution in Prescriptive Process Monitoring. BPM (Forum) Jakob De Moor, Hans Weytjens, Johannes De Smedt, Jochen De Weerdt
2025	J	`jnl`	SimBank: from Simulation to Solution in Prescriptive Process Monitoring. CoRR Jakob De Moor, Hans Weytjens, Johannes De Smedt, Jochen De Weerdt
2025	J	`jnl`	Time Series Foundation Models for Process Model Forecasting. CoRR Yongbo Yu, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2025	J	`jnl`	iDOCEM: defining a common terminology for object-centric event logging and data-centric process modelling. Softw. Syst. Model. Charlotte Verbruggen, Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Monique Snoeck
2024	—	`conf`	A Generative Adversarial Graph Neural Network for Synthetic Time Series Data. DS (LB) Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2024	J	`jnl`	A complex network analysis approach to bankruptcy prediction using company relational information-based drivers. Knowl. Based Syst. Jinxian Zhao, Jamal Ouenniche, Johannes De Smedt
2024	J	`jnl`	Data-driven internal mobility: Similarity regularization gets the job done. Knowl. Based Syst. Simon De Vos, Johannes De Smedt, Marijke Verbruggen, Wouter Verbeke
2024	J	`jnl`	Dynamic and Scalable Data Preparation for Object-Centric Process Mining. CoRR Lien Bosmans, Jari Peeperkorn, Alexandre Goossens, Giovanni Lugaresi, Johannes De Smedt, Jochen De Weerdt
2024	J	`jnl`	Evaluating text classification: A benchmark study. Expert Syst. Appl. Manon Reusens, Alexander Stevens, Jonathan Tonglet, Johannes De Smedt, Wouter Verbeke, Seppe vanden Broucke, Bart Baesens
2024	J	`jnl`	Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models. Eur. J. Oper. Res. Alexander Stevens, Johannes De Smedt
2024	J	`jnl`	Extracting Process-Aware Decision Models from Object-Centric Process Data. CoRR Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2024	J	`jnl`	Extracting process-aware decision models from object-centric process data. Inf. Sci. Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2024	J	`jnl`	Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes. CoRR Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira
2024	J	`jnl`	Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders. CoRR Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2024	J	`jnl`	Index tracking via reparameterizable subset sampling in neural networks. INFOR Inf. Syst. Oper. Res. Yanyi Zhang, Johannes De Smedt
2024	—	`conf`	Multivariate Approaches for Process Model Forecasting. ICPM Workshops Yongbo Yu, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2024	—	`conf`	Object-Centric Event Logs: Characteristics, Comparative Analysis and Road Map. BPM (Forum) Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2024	J	`jnl`	Object-Centric Event Logs: Specifications, Comparative Analysis and Refinement. CoRR Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2024	J	`jnl`	Predictive process model monitoring using long short-term memory networks. Eng. Appl. Artif. Intell. Johannes De Smedt, Jochen De Weerdt
2024	—	`ed.`	Process Mining Workshops - ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023, Revised Selected Papers ICPM Workshops Johannes De Smedt, Pnina Soffer
2024	J	`jnl`	Signature-based portfolio allocation: a network approach. Appl. Netw. Sci. Marco Gregnanin, Yanyi Zhang, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023	—	`conf`	Aligning Object-Centric Event Logs with Data-Centric Conceptual Models. BPMDS/EMMSAD@CAiSE Alexandre Goossens, Charlotte Verbruggen, Monique Snoeck, Johannes De Smedt, Jan Vanthienen
2023	B	`conf`	Comparing the Performance of GPT-3 with BERT for Decision Requirements Modeling. CoopIS Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2023	J	`jnl`	Extracting Decision Model and Notation models from text using deep learning techniques. Expert Syst. Appl. Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
2023	—	`conf`	From OCEL to DOCEL - Datasets and Automated Transformation. ICPM Workshops Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
2023	J	`jnl`	From OCEL to DOCEL - Datasets and Automated Transformation. CoRR Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
2023	B	`conf`	Manifold Learning for Adversarial Robustness in Predictive Process Monitoring. ICPM Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
2023	J	`jnl`	Process model forecasting and change exploration using time series analysis of event sequence data. Data Knowl. Eng. Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
2023	J	`jnl`	Shopping Hard or Hardly Shopping: Revealing Consumer Segments Using Clickstream Data. IEEE Trans. Engineering Management Melina Zavali, Ewelina Lacka, Johannes De Smedt
2023	—	`conf`	Signature-Based Community Detection for Time Series. COMPLEX NETWORKS (2) Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023	J	`jnl`	Signature-Based Community Detection for Time Series. CoRR Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023	—	`conf`	Stock Price Time Series Forecasting Using Dynamic Graph Neural Networks and Attention Mechanism in Recurrent Neural Networks. PKDD/ECML Workshops (5) Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
2023	J	`jnl`	Supporting data-aware processes with MERODE. Softw. Syst. Model. Monique Snoeck, Charlotte Verbruggen, Johannes De Smedt, Jochen De Weerdt
2022	B	`conf`	Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks. ICPM Alexander Stevens, Johannes De Smedt, Jari Peeperkorn, Jochen De Weerdt
2022	J	`jnl`	Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes. IEEE Trans. Serv. Comput. Faruk Hasic, Johannes De Smedt, Seppe vanden Broucke, Estefanía Serral
2022	J	`jnl`	Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking. IEEE Trans. Learn. Technol. Galina Deeva, Johannes De Smedt, Jochen De Weerdt
2022	—	`conf`	Enhancing Data-Awareness of Object-Centric Event Logs. ICPM Workshops Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
2022	J	`jnl`	Enhancing Data-Awareness of Object-Centric Event Logs. CoRR Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
2022	—	`conf`	Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs. ICPM Workshops Jari Peeperkorn, Carlos Ortega Vázquez, Alexander Stevens, Johannes De Smedt, Seppe vanden Broucke, Jochen De Weerdt
2022	J	`jnl`	Predicting student performance using sequence classification with time-based windows. CoRR Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
2022	J	`jnl`	Predicting student performance using sequence classification with time-based windows. Expert Syst. Appl. Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
2022	J	`jnl`	The detection and location estimation of disasters using Twitter and the identification of Non-Governmental Organisations using crowdsourcing. Ann. Oper. Res. Christopher Loynes, Jamal Ouenniche, Johannes De Smedt
2021	J	`jnl`	Conformance checking of mixed-paradigm process models. Inf. Syst. Boudewijn F. van Dongen, Johannes De Smedt, Claudio Di Ciccio, Jan Mendling
2021	A	`conf`	Process Model Forecasting Using Time Series Analysis of Event Sequence Data. ER Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
2021	J	`jnl`	Process Model Forecasting Using Time Series Analysis of Event Sequence Data. CoRR Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
2021	—	`conf`	Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring. ICPM Workshops Alexander Stevens, Johannes De Smedt, Jari Peeperkorn
2021	J	`jnl`	Session stitching using sequence fingerprinting for web page visits. Decis. Support Syst. Johannes De Smedt, Ewelina Lacka, Spyro Nita, Hans-Helmut Kohls, Ross Paton
2021	—	`conf`	Supporting Data-Aware Processes with MERODE. BPMDS/EMMSAD@CAiSE Monique Snoeck, Johannes De Smedt, Jochen De Weerdt
2020	J	`jnl`	Conformance Checking of Mixed-paradigm Process Models. CoRR Boudewijn F. van Dongen, Johannes De Smedt, Claudio Di Ciccio, Jan Mendling
2020	J	`jnl`	Mining Behavioral Sequence Constraints for Classification. IEEE Trans. Knowl. Data Eng. Johannes De Smedt, Galina Deeva, Jochen De Weerdt
2020	J	`jnl`	Predictive Process Model Monitoring using Recurrent Neural Networks. CoRR Johannes De Smedt, Jochen De Weerdt, Junichiro Mori, Masanao Ochi
2019	J	`jnl`	Hearing the Voice of Citizens in Smart City Design: The CitiVoice Framework. Bus. Inf. Syst. Eng. Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck
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	—	`conf`	Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo. COMPLEX NETWORKS (2) Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir
2019	—	`ed.`	Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management, BPM 2019, Vienna, Austria, September 1-6, 2019. BPM (PhD/Demos) Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil M. P. van der Aalst
2019	—	`conf`	Using Sequence Constraints for Modelling Network Interactions. JSAI Johannes De Smedt, Junichiro Mori, Masanao Ochi
2018	J	`jnl`	Augmenting processes with decision intelligence: Principles for integrated modelling. Decis. Support Syst. Faruk Hasic, Johannes De Smedt, Jan Vanthienen
2018	J	`jnl`	Discovering hidden dependencies in constraint-based declarative process models for improving understandability. Inf. Syst. Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
2018	Misc	`conf`	Redesigning Processes for Decision-Awareness: Strategies for Integrated Modelling. QUATIC Faruk Hasic, Johannes De Smedt, Jan Vanthienen
2017	—	`conf`	A Service-Oriented Architecture Design of Decision-Aware Information Systems: Decision as a Service - (Short Paper). OTM Conferences (1) Faruk Hasic, Johannes De Smedt, Jan Vanthienen
2017	—	`conf`	Behavioral Constraint Template-Based Sequence Classification. ECML/PKDD (2) Johannes De Smedt, Galina Deeva, Jochen De Weerdt
2017	—	`conf`	Challenges in Refactoring Processes to Include Decision Modelling. Business Process Management Workshops Faruk Hasic, Lesly Devadder, Maxim Dochez, Jonas Hanot, Johannes De Smedt, Jan Vanthienen
2017	—	`conf`	Citizen Participation in Smart Cities: Evaluation Framework Proposal. CBI (1) Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck
2017	—	`conf`	Developing a Modelling and Mining Framework for Integrated Processes and Decisions. OTM Workshops Faruk Hasic, Johannes De Smedt, Jan Vanthienen
2017	—	`conf`	Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining. Business Process Management Workshops Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt
2017	—	`conf`	Studies on Declarative Process Modeling and Its Relation to Procedural Techniques. BPM (Demos) Johannes De Smedt
2017	B	`conf`	Support for Verifying Pervasive Behavior by Mapping Task Models to Petri Nets. SEAA Estefanía Serral, Johannes De Smedt, Monique Snoeck
2017	—	`conf`	Towards Assessing the Theoretical Complexity of the Decision Model and Notation (DMN). RADAR+EMISA@CAiSE Faruk Hasic, Johannes De Smedt, Jan Vanthienen
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`	Consistent Integration of Decision (DMN) and Process (BPMN) Models. CAiSE Forum Laurent Janssens, Ekaterina Bazhenova, Johannes De Smedt, Jan Vanthienen, Marc Denecker
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`	Erratum to: Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
2016	A	`conf`	Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies. CAiSE Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
2016	J	`jnl`	Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
2016	—	`conf`	Model Checking of Mixed-Paradigm Process Models in a Discovery Context - Finding the Fit Between Declarative and Procedural. Business Process Management Workshops Johannes De Smedt, Claudio Di Ciccio, Jan Vanthienen, Jan Mendling
2016	—	`conf`	Modeling and Enacting Enterprise Decisions. CAiSE Workshops Laurent Janssens, Johannes De Smedt, Jan Vanthienen
2016	—	`—`	Studies on declarative process modeling and its relation to procedural techniques. Johannes De Smedt
2015	J	`jnl`	Context-adaptive Petri nets: Supporting adaptation for the execution context. Expert Syst. Appl. Estefanía Serral, Johannes De Smedt, Monique Snoeck, Jan Vanthienen
2015	J	`jnl`	Fusion Miner: Process discovery for mixed-paradigm models. Decis. Support Syst. Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen
2015	—	`conf`	Gamification of Declarative Process Models for Learning and Model Verification. Business Process Management Workshops Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
2014	—	`conf`	Extending CPN Tools with Ontologies to Support the Management of Context-Adaptive Business Processes. Business Process Management Workshops Estefanía Serral, Johannes De Smedt, Jan Vanthienen
2014	—	`conf`	Making Business Environments Smarter: A Context-Adaptive Petri Net Approach. UIC/ATC/ScalCom Estefanía Serral, Johannes De Smedt, Jan Vanthienen
2014	—	`conf`	Multi-paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences - (Short Paper). OTM Conferences Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen