Johannes De Smedt
Orcid: 0000-0003-0389-0275
According to our database1,
Johannes De Smedt
authored at least 62 papers
between 2014 and 2024.
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Bibliography
2024
A complex network analysis approach to bankruptcy prediction using company relational information-based drivers.
Knowl. Based Syst., 2024
Knowl. Based Syst., 2024
Inf. Sci., 2024
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models.
Eur. J. Oper. Res., 2024
Eng. Appl. Artif. Intell., 2024
CoRR, 2024
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes.
CoRR, 2024
2023
Process model forecasting and change exploration using time series analysis of event sequence data.
Data Knowl. Eng., May, 2023
Shopping Hard or Hardly Shopping: Revealing Consumer Segments Using Clickstream Data.
IEEE Trans. Engineering Management, April, 2023
Extracting Decision Model and Notation models from text using deep learning techniques.
Expert Syst. Appl., 2023
Proceedings of the 5th International Conference on Process Mining, 2023
Proceedings of the Process Mining Workshops, 2023
Proceedings of the Cooperative Information Systems - 29th International Conference, 2023
Proceedings of the Complex Networks & Their Applications XII, 2023
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.
IEEE Trans. Serv. Comput., 2022
Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking.
IEEE Trans. Learn. Technol., 2022
Predicting student performance using sequence classification with time-based windows.
Expert Syst. Appl., 2022
The detection and location estimation of disasters using Twitter and the identification of Non-Governmental Organisations using crowdsourcing.
Ann. Oper. Res., 2022
Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks.
Proceedings of the 4th International Conference on Process Mining, 2022
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs.
Proceedings of the Process Mining Workshops, 2022
Proceedings of the Process Mining Workshops, 2022
2021
Decis. Support Syst., 2021
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021
Proceedings of the Conceptual Modeling - 40th International Conference, 2021
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
2019
Knowl. Based Syst., 2019
Bus. Inf. Syst. Eng., 2019
Proceedings of the Advances in Artificial Intelligence, 2019
Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo.
Proceedings of the Complex Networks and Their Applications VIII, 2019
2018
Discovering hidden dependencies in constraint-based declarative process models for improving understandability.
Inf. Syst., 2018
Augmenting processes with decision intelligence: Principles for integrated modelling.
Decis. Support Syst., 2018
Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 2018
2017
Proceedings of the 19th IEEE Conference on Business Informatics, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
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).
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
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).
Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017
Proceedings of the Business Process Management - 15th International Conference, 2017
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017
Proceedings of the Business Process Management Workshops, 2017
Proceedings of the Business Process Management Workshops, 2017
2016
PhD thesis, 2016
Bus. Inf. Syst. Eng., 2016
Bus. Inf. Syst. Eng., 2016
Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies.
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Advanced Information Systems Engineering Workshops, 2016
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.
Proceedings of the Business Process Management Workshops, 2016
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions.
Proceedings of the Business Process Management Workshops, 2016
2015
Expert Syst. Appl., 2015
Decis. Support Syst., 2015
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015
2014
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).
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.
Proceedings of the Business Process Management Workshops, 2014