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J

Johannes De Smedt

ku leuven

22H-index
124Paper Count
1.8KCitation Count
Published Papers 26
Publication Date
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Best ICPM 2023 workshop papers
errJournal of Intelligent Information Systems
IF3.4
err2026-06-01
err0
PREAI
errDe Smedt, Johannes; Soffer, Pnina
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Cardinality constrained index tracking in an end-to-end way: Soft or hard?
errInternational Review of Economics & Finance
IF5.6
err2026-02-16
err0
errOAAI
errYanyi Zhang; Johannes De Smedt
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errSave
Mitigating downside risk: ESG integration in portfolio construction with stock preselection using machine learning and mean-CVaR optimization
errThe Quarterly Review of Economics and Finance
IF0
err2026-01-26
err0
PREAI
errLarry Van Wallendael; Line Vanneste; Yanyi Zhang; Alexander Stevens; Johannes De Smedt
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errSave
Crafting imperceptible on-manifold adversarial attacks for tabular data
errApplied Soft Computing
IF6.6
err2025-11-17
err0
errOAAI
errZhipeng He; Alexander Stevens; Chun Ouyang; Johannes De Smedt; Alistair Barros; Catarina Moreira
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errSave
Inferring travel time preferences through a contextual feature fusion approach
errTravel Behaviour and Society
IF5.7
err2025-07-01
err0
PREAI
errAdir Solomon; Johannes De Smedt; Monique Snoeck
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Evaluating text classification: A benchmark study
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err1
errOAAI
errReusens, Manon; Stevens, Alexander; Tonglet, Jonathan; De Smedt, Johannes; Verbeke, Wouter; vanden Broucke, Seppe; Baesens, Bart
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Index tracking using shapley additive explanations and one-dimensional pointwise convolutional autoencoders
errINTERNATIONAL REVIEW OF FINANCIAL ANALYSIS
IF9.8
err2024-10-01
err0
PREAI
errZhang, Yanyi; De Smedt, Johannes
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errSave
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err6
errOAAI
errStevens, Alexander; De Smedt, Johannes
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A complex network analysis approach to bankruptcy prediction using company relational information-based drivers
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err1
errOAAI
errZhao, Jinxian; Ouenniche, Jamal; De Smedt, Johannes
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errSave
Data-driven internal mobility: Similarity regularization gets the job done
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err0
PREAI
errDe Vos, Simon; De Smedt, Johannes; Verbruggen, Marijke; Verbeke, Wouter
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errSave
Extracting Decision Model and Notation models from text using deep learning techniques
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-01-01
err6
errOAAI
errGoossens, Alexandre; De Smedt, Johannes; Vanthienen, Jan
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errSave
Predicting student performance using sequence classification with time-based windows
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-12-01
err11
errOAAI
errDeeva, Galina; De Smedt, Johannes; Saint-Pierre, Cecilia; Weber, Richard; De Weerdt, Jochen
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errSave
Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2022-03-01
err7
errOAAI
errHasic, Faruk; De Smedt, Johannes; vanden Broucke, Seppe; Serral, Estefania
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errSave
Conformance checking of mixed-paradigm process models
errenterprise information systems
IF3.4
err2021-12-01
err15
errOAAI
errDongen, Boudewijn F. van; De Smedt, Johannes; Di Ciccio, Claudio; Mendling, Jan
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errSave
Session stitching using sequence fingerprinting for web page visits
errDECISION SUPPORT SYSTEMS
IF6.8
err2021-11-01
err5
errOAAI
errDe Smedt, Johannes; Lacka, Ewelina; Nita, Spyro; Kohls, Hans-Helmut; Paton, Ross
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errSave
The detection and location estimation of disasters using Twitter and the identification of Non-Governmental Organisations using crowdsourcing
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2020-07-10
err10
PREAI
errLoynes, Christopher; Ouenniche, Jamal; De Smedt, Johannes
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Mining Behavioral Sequence Constraints for Classification
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-06-01
err26
errOAAI
errDe Smedt, Johannes; Deeva, Galina; De Weerdt, Jochen
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The predictive power of public Twitter sentiment for forecasting cryptocurrency prices
errJOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY
IF6.1
err2020-03-01
err210
errOAAI
errKraaijeveld, Olivier; De Smedt, Johannes
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errSave
Holistic discovery of decision models from process execution data
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-11-01
err23
errOAAI
errDe Smedt, Johannes; Hasic, Faruk; vanden Broucke, Seppe K. L. M.; Vanthienen, Jan
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errSave
Hearing the Voice of Citizens in Smart City Design: The CitiVoice Framework
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2018-06-15
err50
errOAAI
errSimonofski, Anthony; Asensio, Estefania Serral; De Smedt, Johannes; Snoeck, Monique
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errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jan Mendling
H-index: 74 · Papers: 711
B
Bart Baesens
H-index: 69 · Papers: 510
R
Richard W. Weber
H-index: 51 · Papers: 568
J
Jan Vanthienen
H-index: 50 · Papers: 486
A
Alistair Barros
H-index: 33 · Papers: 190
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