Johannes De Smedt

According to our database, Johannes De Smedt authored at least 65 papers between 2014 and 2024.

Collaborative distances:

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

2024

Signature-based portfolio allocation: a network approach.

Marco Gregnanin, Yanyi Zhang, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton

Appl. Netw. Sci., December, 2024

A complex network analysis approach to bankruptcy prediction using company relational information-based drivers.

Jinxian Zhao, Jamal Ouenniche, Johannes De Smedt

Knowl. Based Syst., 2024

Data-driven internal mobility: Similarity regularization gets the job done.

Simon De Vos, Johannes De Smedt, Marijke Verbruggen, Wouter Verbeke

Knowl. Based Syst., 2024

Extracting process-aware decision models from object-centric process data.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen

Inf. Sci., 2024

Evaluating text classification: A benchmark study.

Manon Reusens, Alexander Stevens, Jonathan Tonglet, Johannes De Smedt, Wouter Verbeke, Seppe vanden Broucke, Bart Baesens

Expert Syst. Appl., 2024

Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models.

Alexander Stevens, Johannes De Smedt

Eur. J. Oper. Res., 2024

Predictive process model monitoring using long short-term memory networks.

Johannes De Smedt, Jochen De Weerdt

Eng. Appl. Artif. Intell., 2024

Dynamic and Scalable Data Preparation for Object-Centric Process Mining.

Lien Bosmans, Jari Peeperkorn, Alexandre Goossens, Giovanni Lugaresi, Johannes De Smedt, Jochen De Weerdt

CoRR, 2024

Object-Centric Event Logs: Specifications, Comparative Analysis and Refinement.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen

CoRR, 2024

Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes.

Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira

CoRR, 2024

Object-Centric Event Logs: Characteristics, Comparative Analysis and Road Map.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen

Proceedings of the Business Process Management Forum, 2024

2023

Supporting data-aware processes with MERODE.

Monique Snoeck, Charlotte Verbruggen, Johannes De Smedt, Jochen De Weerdt

Softw. Syst. Model., December, 2023

Process model forecasting and change exploration using time series analysis of event sequence data.

Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling

Data Knowl. Eng., May, 2023

Shopping Hard or Hardly Shopping: Revealing Consumer Segments Using Clickstream Data.

Melina Zavali, Ewelina Lacka, Johannes De Smedt

IEEE Trans. Engineering Management, April, 2023

Extracting Decision Model and Notation models from text using deep learning techniques.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen

Expert Syst. Appl., 2023

Manifold Learning for Adversarial Robustness in Predictive Process Monitoring.

Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt

Proceedings of the 5th International Conference on Process Mining, 2023

From OCEL to DOCEL - Datasets and Automated Transformation.

Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa

Proceedings of the Process Mining Workshops, 2023

Comparing the Performance of GPT-3 with BERT for Decision Requirements Modeling.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen

Proceedings of the Cooperative Information Systems - 29th International Conference, 2023

Signature-Based Community Detection for Time Series.

Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton

Proceedings of the Complex Networks & Their Applications XII, 2023

Aligning Object-Centric Event Logs with Data-Centric Conceptual Models.

Alexandre Goossens, Charlotte Verbruggen, Monique Snoeck, Johannes De Smedt, Jan Vanthienen

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2023

2022

Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes.

Faruk Hasic, Johannes De Smedt, Seppe vanden Broucke, Estefanía Serral

IEEE Trans. Serv. Comput., 2022

Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking.

Galina Deeva, Johannes De Smedt, Jochen De Weerdt

IEEE Trans. Learn. Technol., 2022

Predicting student performance using sequence classification with time-based windows.

Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt

Expert Syst. Appl., 2022

The detection and location estimation of disasters using Twitter and the identification of Non-Governmental Organisations using crowdsourcing.

Christopher Loynes, Jamal Ouenniche, Johannes De Smedt

Ann. Oper. Res., 2022

Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks.

Alexander Stevens, Johannes De Smedt, Jari Peeperkorn, Jochen De Weerdt

Proceedings of the 4th International Conference on Process Mining, 2022

Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs.

Jari Peeperkorn, Carlos Ortega Vázquez, Alexander Stevens, Johannes De Smedt, Seppe vanden Broucke, Jochen De Weerdt

Proceedings of the Process Mining Workshops, 2022

Enhancing Data-Awareness of Object-Centric Event Logs.

Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2022

2021

Conformance checking of mixed-paradigm process models.

Boudewijn F. van Dongen, Johannes De Smedt, Claudio Di Ciccio, Jan Mendling

Inf. Syst., 2021

Session stitching using sequence fingerprinting for web page visits.

Johannes De Smedt, Ewelina Lacka, Spyro Nita, Hans-Helmut Kohls, Ross Paton

Decis. Support Syst., 2021

Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring.

Alexander Stevens, Johannes De Smedt, Jari Peeperkorn

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Process Model Forecasting Using Time Series Analysis of Event Sequence Data.

Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling

Proceedings of the Conceptual Modeling - 40th International Conference, 2021

Supporting Data-Aware Processes with MERODE.

Monique Snoeck, Johannes De Smedt, Jochen De Weerdt

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2021

2020

Mining Behavioral Sequence Constraints for Classification.

Johannes De Smedt, Galina Deeva, Jochen De Weerdt

IEEE Trans. Knowl. Data Eng., 2020

Predictive Process Model Monitoring using Recurrent Neural Networks.

Johannes De Smedt, Jochen De Weerdt, Junichiro Mori, Masanao Ochi

CoRR, 2020

2019

Holistic discovery of decision models from process execution data.

Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen

Knowl. Based Syst., 2019

Hearing the Voice of Citizens in Smart City Design: The CitiVoice Framework.

Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck

Bus. Inf. Syst. Eng., 2019

Using Sequence Constraints for Modelling Network Interactions.

Johannes De Smedt, Junichiro Mori, Masanao Ochi

Proceedings of the Advances in Artificial Intelligence, 2019

Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo.

Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Discovering hidden dependencies in constraint-based declarative process models for improving understandability.

Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen

Inf. Syst., 2018

Augmenting processes with decision intelligence: Principles for integrated modelling.

Faruk Hasic, Johannes De Smedt, Jan Vanthienen

Decis. Support Syst., 2018

Redesigning Processes for Decision-Awareness: Strategies for Integrated Modelling.

Faruk Hasic, Johannes De Smedt, Jan Vanthienen

Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 2018

2017

Citizen Participation in Smart Cities: Evaluation Framework Proposal.

Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck

Proceedings of the 19th IEEE Conference on Business Informatics, 2017

Behavioral Constraint Template-Based Sequence Classification.

Johannes De Smedt, Galina Deeva, Jochen De Weerdt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Developing a Modelling and Mining Framework for Integrated Processes and Decisions.

Faruk Hasic, Johannes De Smedt, Jan Vanthienen

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Workshops, 2017

A Service-Oriented Architecture Design of Decision-Aware Information Systems: Decision as a Service - (Short Paper).

Faruk Hasic, Johannes De Smedt, Jan Vanthienen

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Support for Verifying Pervasive Behavior by Mapping Task Models to Petri Nets.

Estefanía Serral, Johannes De Smedt, Monique Snoeck

Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

Towards Assessing the Theoretical Complexity of the Decision Model and Notation (DMN).

Faruk Hasic, Johannes De Smedt, Jan Vanthienen

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

Towards a Holistic Discovery of Decisions in Process-Aware Information Systems.

Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen

Proceedings of the Business Process Management - 15th International Conference, 2017

Studies on Declarative Process Modeling and Its Relation to Procedural Techniques.

Johannes De Smedt

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Challenges in Refactoring Processes to Include Decision Modelling.

Faruk Hasic, Lesly Devadder, Maxim Dochez, Jonas Hanot, Johannes De Smedt, Jan Vanthienen

Proceedings of the Business Process Management Workshops, 2017

Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining.

Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt

Proceedings of the Business Process Management Workshops, 2017

2016

Studies on declarative process modeling and its relation to procedural techniques.

Johannes De Smedt

PhD thesis, 2016

Erratum to: Mixed-Paradigm Process Modeling with Intertwined State Spaces.

Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels

Bus. Inf. Syst. Eng., 2016

Mixed-Paradigm Process Modeling with Intertwined State Spaces.

Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels

Bus. Inf. Syst. Eng., 2016

Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies.

Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen

Proceedings of the Advanced Information Systems Engineering, 2016

Modeling and Enacting Enterprise Decisions.

Laurent Janssens, Johannes De Smedt, Jan Vanthienen

Proceedings of the Advanced Information Systems Engineering Workshops, 2016

Consistent Integration of Decision (DMN) and Process (BPMN) Models.

Laurent Janssens, Ekaterina Bazhenova, Johannes De Smedt, Jan Vanthienen, Marc Denecker

Proceedings of the CAiSE'16 Forum, 2016

Model Checking of Mixed-Paradigm Process Models in a Discovery Context - Finding the Fit Between Declarative and Procedural.

Johannes De Smedt, Claudio Di Ciccio, Jan Vanthienen, Jan Mendling

Proceedings of the Business Process Management Workshops, 2016

Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions.

Johannes De Smedt, Seppe K. L. M. vanden Broucke, Josué Obregon, Aekyung Kim, Jae-Yoon Jung, Jan Vanthienen

Proceedings of the Business Process Management Workshops, 2016

2015

Context-adaptive Petri nets: Supporting adaptation for the execution context.

Estefanía Serral, Johannes De Smedt, Monique Snoeck, Jan Vanthienen

Expert Syst. Appl., 2015

Fusion Miner: Process discovery for mixed-paradigm models.

Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen

Decis. Support Syst., 2015

Gamification of Declarative Process Models for Learning and Model Verification.

Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen

Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2014

Making Business Environments Smarter: A Context-Adaptive Petri Net Approach.

Estefanía Serral, Johannes De Smedt, Jan Vanthienen

Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Multi-paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences - (Short Paper).

Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Extending CPN Tools with Ontologies to Support the Management of Context-Adaptive Business Processes.

Estefanía Serral, Johannes De Smedt, Jan Vanthienen

Proceedings of the Business Process Management Workshops, 2014