Johannes De Smedt

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 62

Top Venues

CoRR

Business Process Management Workshops

ICPM Workshops

Expert Syst. Appl.

Katholieke Universiteit Leuven, Belgium (PHD)

Education History

Katholieke Universiteit Leuven, Belgium

PHD

Publications

Jinxian Zhao, Jamal Ouenniche, Johannes De Smedt
A complex network analysis approach to bankruptcy prediction using company relational information-based drivers. Knowl. Based Syst. 300 (2024)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Extracting process-aware decision models from object-centric process data. Inf. Sci. 682 (2024)
Manon Reusens, Alexander Stevens, Jonathan Tonglet, Johannes De Smedt, Wouter Verbeke, Seppe vanden Broucke, Bart Baesens
Evaluating text classification: A benchmark study. Expert Syst. Appl. 254 (2024)
Simon De Vos, Johannes De Smedt, Marijke Verbruggen, Wouter Verbeke
Data-driven internal mobility: Similarity regularization gets the job done. Knowl. Based Syst. 295 (2024)
Alexander Stevens, Johannes De Smedt
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models. Eur. J. Oper. Res. 317 (2) (2024)
Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes. CoRR (2024)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Extracting Process-Aware Decision Models from Object-Centric Process Data. CoRR (2024)
Johannes De Smedt, Jochen De Weerdt
Predictive process model monitoring using long short-term memory networks. Eng. Appl. Artif. Intell. 133 (2024)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Object-Centric Event Logs: Specifications, Comparative Analysis and Refinement. CoRR (2024)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process model forecasting and change exploration using time series analysis of event sequence data. Data Knowl. Eng. 145 (2023)
Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring. ICPM (2023)
Alexandre Goossens, Charlotte Verbruggen, Monique Snoeck, Johannes De Smedt, Jan Vanthienen
Aligning Object-Centric Event Logs with Data-Centric Conceptual Models. BPMDS/EMMSAD@CAiSE (2023)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Comparing the Performance of GPT-3 with BERT for Decision Requirements Modeling. CoopIS (2023)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
Signature-Based Community Detection for Time Series. CoRR (2023)
Melina Zavali, Ewelina Lacka, Johannes De Smedt
Shopping Hard or Hardly Shopping: Revealing Consumer Segments Using Clickstream Data. IEEE Trans. Engineering Management 70 (4) (2023)
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
From OCEL to DOCEL - Datasets and Automated Transformation. CoRR (2023)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
Signature-Based Community Detection for Time Series. COMPLEX NETWORKS (2) (2023)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Extracting Decision Model and Notation models from text using deep learning techniques. Expert Syst. Appl. 211 (2023)
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
From OCEL to DOCEL - Datasets and Automated Transformation. ICPM Workshops (2023)
Monique Snoeck, Charlotte Verbruggen, Johannes De Smedt, Jochen De Weerdt
Supporting data-aware processes with MERODE. Softw. Syst. Model. 22 (6) (2023)
Jari Peeperkorn, Carlos Ortega Vázquez, Alexander Stevens, Johannes De Smedt, Seppe vanden Broucke, Jochen De Weerdt
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs. ICPM Workshops (2022)
Galina Deeva, Johannes De Smedt, Jochen De Weerdt
Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking. IEEE Trans. Learn. Technol. 15 (6) (2022)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
Enhancing Data-Awareness of Object-Centric Event Logs. CoRR (2022)
Christopher Loynes, Jamal Ouenniche, Johannes De Smedt
The detection and location estimation of disasters using Twitter and the identification of Non-Governmental Organisations using crowdsourcing. Ann. Oper. Res. 308 (1) (2022)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
Enhancing Data-Awareness of Object-Centric Event Logs. ICPM Workshops (2022)
Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
Predicting student performance using sequence classification with time-based windows. Expert Syst. Appl. 209 (2022)
Faruk Hasic, Johannes De Smedt, Seppe vanden Broucke, Estefanía Serral
Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes. IEEE Trans. Serv. Comput. 15 (2) (2022)
Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
Predicting student performance using sequence classification with time-based windows. CoRR (2022)
Alexander Stevens, Johannes De Smedt, Jari Peeperkorn, Jochen De Weerdt
Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks. ICPM (2022)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process Model Forecasting Using Time Series Analysis of Event Sequence Data. ER (2021)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process Model Forecasting Using Time Series Analysis of Event Sequence Data. CoRR (2021)
Alexander Stevens, Johannes De Smedt, Jari Peeperkorn
Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring. ICPM Workshops (2021)
Boudewijn F. van Dongen, Johannes De Smedt, Claudio Di Ciccio, Jan Mendling
Conformance checking of mixed-paradigm process models. Inf. Syst. 102 (2021)
Monique Snoeck, Johannes De Smedt, Jochen De Weerdt
Supporting Data-Aware Processes with MERODE. BPMDS/EMMSAD@CAiSE (2021)
Johannes De Smedt, Ewelina Lacka, Spyro Nita, Hans-Helmut Kohls, Ross Paton
Session stitching using sequence fingerprinting for web page visits. Decis. Support Syst. 150 (2021)
Johannes De Smedt, Galina Deeva, Jochen De Weerdt
Mining Behavioral Sequence Constraints for Classification. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Johannes De Smedt, Jochen De Weerdt, Junichiro Mori, Masanao Ochi
Predictive Process Model Monitoring using Recurrent Neural Networks. CoRR (2020)
Boudewijn F. van Dongen, Johannes De Smedt, Claudio Di Ciccio, Jan Mendling
Conformance Checking of Mixed-paradigm Process Models. CoRR (2020)
Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck
Hearing the Voice of Citizens in Smart City Design: The CitiVoice Framework. Bus. Inf. Syst. Eng. 61 (6) (2019)
Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir
Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo. COMPLEX NETWORKS (2) (2019)
Johannes De Smedt, Junichiro Mori, Masanao Ochi
Using Sequence Constraints for Modelling Network Interactions. JSAI (2019)
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
Holistic discovery of decision models from process execution data. Knowl. Based Syst. 183 (2019)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Augmenting processes with decision intelligence: Principles for integrated modelling. Decis. Support Syst. 107 (2018)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Discovering hidden dependencies in constraint-based declarative process models for improving understandability. Inf. Syst. 74 (Part) (2018)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Redesigning Processes for Decision-Awareness: Strategies for Integrated Modelling. QUATIC (2018)
Anthony Simonofski, Estefanía Serral Asensio, Johannes De Smedt, Monique Snoeck
Citizen Participation in Smart Cities: Evaluation Framework Proposal. CBI (1) (2017)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Developing a Modelling and Mining Framework for Integrated Processes and Decisions. OTM Workshops (2017)
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
Towards a Holistic Discovery of Decisions in Process-Aware Information Systems. BPM (2017)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Towards Assessing the Theoretical Complexity of the Decision Model and Notation (DMN). RADAR+EMISA@CAiSE (2017)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
A Service-Oriented Architecture Design of Decision-Aware Information Systems: Decision as a Service - (Short Paper). OTM Conferences (1) (2017)
Johannes De Smedt
Studies on Declarative Process Modeling and Its Relation to Procedural Techniques. BPM (Demos) (2017)
Faruk Hasic, Lesly Devadder, Maxim Dochez, Jonas Hanot, Johannes De Smedt, Jan Vanthienen
Challenges in Refactoring Processes to Include Decision Modelling. Business Process Management Workshops (2017)
Johannes De Smedt, Galina Deeva, Jochen De Weerdt
Behavioral Constraint Template-Based Sequence Classification. ECML/PKDD (2) (2017)
Estefanía Serral, Johannes De Smedt, Monique Snoeck
Support for Verifying Pervasive Behavior by Mapping Task Models to Petri Nets. SEAA (2017)
Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt
Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining. Business Process Management Workshops (2017)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies. CAiSE (2016)
Laurent Janssens, Johannes De Smedt, Jan Vanthienen
Modeling and Enacting Enterprise Decisions. CAiSE Workshops (2016)
Johannes De Smedt, Seppe K. L. M. vanden Broucke, Josué Obregon, Aekyung Kim, Jae-Yoon Jung, Jan Vanthienen
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions. Business Process Management Workshops (2016)
Johannes De Smedt, Claudio Di Ciccio, Jan Vanthienen, Jan Mendling
Model Checking of Mixed-Paradigm Process Models in a Discovery Context - Finding the Fit Between Declarative and Procedural. Business Process Management Workshops (2016)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
Erratum to: Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. 58 (1) (2016)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. 58 (1) (2016)
Laurent Janssens, Ekaterina Bazhenova, Johannes De Smedt, Jan Vanthienen, Marc Denecker
Consistent Integration of Decision (DMN) and Process (BPMN) Models. CAiSE Forum (2016)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Gamification of Declarative Process Models for Learning and Model Verification. Business Process Management Workshops (2015)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen
Fusion Miner: Process discovery for mixed-paradigm models. Decis. Support Syst. 77 (2015)
Estefanía Serral, Johannes De Smedt, Monique Snoeck, Jan Vanthienen
Context-adaptive Petri nets: Supporting adaptation for the execution context. Expert Syst. Appl. 42 (23) (2015)
Estefanía Serral, Johannes De Smedt, Jan Vanthienen
Making Business Environments Smarter: A Context-Adaptive Petri Net Approach. UIC/ATC/ScalCom (2014)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen
Multi-paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences - (Short Paper). OTM Conferences (2014)
Estefanía Serral, Johannes De Smedt, Jan Vanthienen
Extending CPN Tools with Ontologies to Support the Management of Context-Adaptive Business Processes. Business Process Management Workshops (2014)

Johannes De Smedt.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Johannes De Smedt