| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | David Martens, Jan Vanthienen, Wouter Verbeke, Bart Baesens |
Performance of classification models from a user perspective.  |
Decision Support Systems  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Karel Dejaeger, Christophe Mues, Jan Vanthienen, Bart Baesens |
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models. |
Decision Support Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ram D. Gopal, James R. Marsden, Jan Vanthienen |
Information mining - Reflections on recent advancements and the road ahead in data, text, and media mining. |
Decision Support Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Goedertier, Jochen De Weerdt, David Martens, Jan Vanthienen, Bart Baesens |
Process discovery in event logs: An application in the telecom industry. |
Appl. Soft Comput. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Willem De Roover, Jan Vanthienen |
On the Relation between Decision Structures, Tables and Processes. |
OTM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ernesto Damiani, Elizabeth Chang, Patrizia Grifoni, Fernando Ferri, Irina Kondratova, Arianna D'Ulizia, Yan Tang, Jan Vanthienen |
SWWS 2011, MONET 2011 and SeDeS 2011 PC Co-chairs' Message. |
OTM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Filip Caron, Jan Vanthienen |
An Exploratory Approach to Process Lifecycle Transitions from a Paradigm-Based Perspective. |
BMMDS/EMMSAD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jochen De Weerdt, Manu De Backer, Jan Vanthienen, Bart Baesens |
A robust F-measure for evaluating discovered process models. |
CIDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen |
Rules, Tables and Decisions: A Family History Tale. |
RuleML America |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Muñoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang 0001, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn |
Process Mining Manifesto. |
Business Process Management Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Willem De Roover, Filip Caron, Jan Vanthienen |
A Prototype Tool for the Event-Driven Enforcement of SBVR Business Rules. |
Business Process Management Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Filip Caron, Jan Vanthienen, Jochen De Weerdt, Bart Baesens |
Advanced Care-Flow Mining and Analysis. |
Business Process Management Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Tony Van Gestel, Manu De Backer, Raf Haesen, Jan Vanthienen, Bart Baesens |
Credit rating prediction using Ant Colony Optimization. |
JORS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Willem De Roover, Jan Vanthienen |
A Transformation from SBVR Business Rules into Event Coordinated Rules by Means of SBVR Patterns. |
ServiceWave Workshops |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jochen De Weerdt, Manu De Backer, Jan Vanthienen, Bart Baesens |
A Critical Evaluation Study of Model-Log Metrics in Process Discovery. |
Business Process Management Workshops |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Willem De Roover, Jan Vanthienen |
Unified Patterns to Transform Business Rules into an Event Coordination Mechanism. |
Business Process Management Workshops |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Goedertier, David Martens, Jan Vanthienen, Bart Baesens |
Robust Process Discovery with Artificial Negative Events. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Christophe Mues, David Martens, Jan Vanthienen |
50 years of data mining and OR: upcoming trends and challenges. |
JORS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Liesbeth Bruynseels, Bart Baesens, Marleen Willekens, Jan Vanthienen |
Predicting going concern opinion with data mining. |
Decision Support Systems |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Rudy Setiono, Bart Baesens, Jan Vanthienen |
Minerva: Sequential Covering for Rule Extraction. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Bart Baesens, Jan Vanthienen |
A Data Miner's Approach to Country Corruption Analysis. |
Intelligence and Security Informatics |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Johan Huysmans, Rudy Setiono, Jan Vanthienen, Bart Baesens |
Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring. |
Rule Extraction from Support Vector Machines |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yan Tang, Robert Meersman, Jan Vanthienen |
Semantic Decision Tables: Self-organizing and Reorganizable Decision Tables. |
DEXA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Bart Baesens, Tony Van Gestel, Jan Vanthienen |
Comprehensible credit scoring models using rule extraction from support vector machines. |
European Journal of Operational Research |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | F. Hoffmann, Bart Baesens, Christophe Mues, Tony Van Gestel, Jan Vanthienen |
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. |
European Journal of Operational Research |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Bart Baesens, Jan Vanthienen |
A new approach for measuring rule set consistency. |
Data Knowl. Eng. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Manu De Backer, Raf Haesen, Jan Vanthienen, Monique Snoeck, Bart Baesens |
Classification With Ant Colony Optimization. |
IEEE Trans. Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Goedertier, Jan Vanthienen |
Declarative Process Modeling with Business Vocabulary and Business Rules. |
OTM Workshops |
2007 |
DBLP DOI BibTeX RDF |
fact-oriented modeling, workflow modeling, SBVR |
| 1 | Stijn Goedertier, Christophe Mues, Jan Vanthienen |
Specifying Process-Aware Access Control Rules in SBVR. |
RuleML |
2007 |
DBLP DOI BibTeX RDF |
access control, RBAC, BPM, defeasible logic, SBVR |
| 1 | Stijn Goedertier, Jan Vanthienen |
A Vocabulary and Execution Model for Declarative Service Orchestration. |
Business Process Management Workshops |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Goedertier, David Martens, Bart Baesens, Raf Haesen, Jan Vanthienen |
Process Mining as First-Order Classification Learning on Logs with Negative Events. |
Business Process Management Workshops |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony Van Gestel, Bart Baesens, Peter Van Dijcke, Joao Garcia, Johan A. K. Suykens, Jan Vanthienen |
A process model to develop an internal rating system: Sovereign credit ratings. |
Decision Support Systems |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Christophe Mues, Tony Van Gestel, Jan Vanthienen |
Special issue on intelligent information systems for financial engineering. |
Expert Syst. Appl. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Bart Baesens, Jan Vanthienen, Tony Van Gestel |
Failure prediction with self organizing maps. |
Expert Syst. Appl. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nishant Kumar, Jan Vanthienen, Jan De Beer, Marie-Francine Moens |
Multi-Criteria Evaluation of Information Retrieval Tools. |
ICEIS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Johan Huysmans, Bart Baesens, Jan Vanthienen |
ITER: An Algorithm for Predictive Regression Rule Extraction. |
DaWaK |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martens, Manu De Backer, Raf Haesen, Bart Baesens, Christophe Mues, Jan Vanthienen |
Ant-Based Approach to the Knowledge Fusion Problem. |
ANTS Workshop |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, Christophe Mues, Stijn Goedertier |
Experiences with Modeling and Verification of Regulations. |
ReMo2V |
2006 |
DBLP BibTeX RDF |
|
| 1 | Stijn Goedertier, Jan Vanthienen |
Compliant and Flexible Business Processes with Business Rules. |
BPMDS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Johan Huysmans, David Martens, Bart Baesens, Jan Vanthienen, Tony Van Gestel |
Country Corruption Analysis with Self Organizing Maps and Support Vector Machines. |
WISI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nishant Kumar, Jan De Beer, Jan Vanthienen, Marie-Francine Moens |
Evaluation of Information Retrieval and Text Mining Tools on Automatic Named Entity Extraction. |
ISI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nishant Kumar, Jan De Beer, Jan Vanthienen, Marie-Francine Moens |
Intelligent Information Retrieval Tools for Police. |
ISI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan De Beer, Nishant Kumar, Marie-Francine Moens, Jan Vanthienen |
Assessing the State of the Art of Commercial Tools for Unstructured Information Exploitation. |
BIS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Stijn Goedertier, Jan Vanthienen |
Business Rules for Compliant Business Process Models. |
BIS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Nick Geens, Johan Huysmans, Jan Vanthienen |
Evaluation of Web Robot Discovery Techniques: A Benchmarking Study. |
Industrial Conference on Data Mining |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Birger Weynants, Jan Vanthienen, Joke Tisaun |
Knowledge Integration in Information Systems Education Through an (Inter)active Platform of Analysis and Modelling Case Studies. |
ADVIS |
2006 |
DBLP DOI BibTeX RDF |
implementing collaborative groupware, digital libraries, knowledge integration, Cooperative information systems, information systems education |
| 1 | Stijn Goedertier, Jan Vanthienen |
Designing Compliant Business Processes with Obligations and Permissions. |
Business Process Management Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Somol, Bart Baesens, Pavel Pudil, Jan Vanthienen |
Filter- versus wrapper-based feature selection for credit scoring. |
Int. J. Intell. Syst. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Christophe Mues, Bart Baesens, Rudy Setiono, Jan Vanthienen |
From Knowledge Discovery to Implementation: A Business Intelligence Approach Using Neural Network Rule Extraction and Decision Tables. |
Wissensmanagement (LNCS Volume) |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Christophe Mues, Bart Baesens, Jan Vanthienen |
From Knowledge Discovery to Implementation: Developing Business Intelligence Systems using Decision Tables. |
Wissensmanagement |
2005 |
DBLP BibTeX RDF |
|
| 1 | Johan Huysmans, Bart Baesens, Jan Vanthienen |
A Comprehensible SOM-Based Scoring System. |
MLDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Christophe Mues, Bart Baesens, Craig M. Files, Jan Vanthienen |
Decision diagrams in machine learning: an empirical study on real-life credit-risk data. |
Expert Syst. Appl. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Geert Verstraeten, Dirk Van den Poel, Michael Egmont-Petersen, Patrick Van Kenhove, Jan Vanthienen |
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers. |
European Journal of Operational Research |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Tony Van Gestel, Johan A. K. Suykens, Bart Baesens, Stijn Viaene, Jan Vanthienen, Guido Dedene, Bart De Moor, Joos Vandewalle |
Benchmarking Least Squares Support Vector Machine Classifiers. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
least squares support vector machines, sparse approximation, multiclass support vector machines |
| 1 | Johan Huysmans, Christophe Mues, Jan Vanthienen, Bart Baesens |
Web Usage Mining with Time Constrained Association Rules. |
ICEIS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Christophe Mues, Johan Huysmans, Jan Vanthienen, Bart Baesens |
Comprehensible Credit-Scoring Knowledge Visualization Using Decision Tables and Diagrams. |
ICEIS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Joke Tisaun, Herman Buelens, Jan Vanthienen |
Organizing Decentralized Support for a Virtual Learning Environment. |
CELDA |
2004 |
DBLP BibTeX RDF |
|
| 1 | Christophe Mues, Bart Baesens, Craig M. Files, Jan Vanthienen |
Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data. |
Diagrams |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Christophe Mues, Jan Vanthienen |
Efficient Rule Base Verification Using Binary Decision Diagrams. |
DEXA |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Christophe Mues, Jan Vanthienen |
Improving the Scalability of Rule Base Verification Using Binary Decision Diagrams: An Empirical Study. |
KI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Rudy Setiono, Christophe Mues, Jan Vanthienen |
Using Neural Network Rule Extraction and Decision Tables for Credit - Risk Evaluation. |
Management Science |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Christophe Mues, Manu De Backer, Jan Vanthienen, Rudy Setiono |
Building Intelligent Credit Scoring Systems Using Decision Tables. |
ICEIS |
2003 |
DBLP BibTeX RDF |
|
| 1 | F. Hoffmann, Bart Baesens, Jurgen Martens, Ferdi Put, Jan Vanthienen |
Comparing a genetic fuzzy and a neurofuzzy classifier for credit scoring. |
Int. J. Intell. Syst. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Stijn Viaene, Dirk Van den Poel, Jan Vanthienen, Guido Dedene |
Bayesian neural network learning for repeat purchase modelling in direct marketing. |
European Journal of Operational Research |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Viaene, Bart Baesens, Guido Dedene, Jan Vanthienen, Dirk Van den Poel |
Proof Running Two State-Of-The-Art Pattern Recognition Techniques in the Field of Direct Marketing. |
ICEIS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen |
Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search. |
ICPR |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Viaene, Bart Baesens, Tony Van Gestel, Johan A. K. Suykens, Dirk Van den Poel, Jan Vanthienen, Bart De Moor, Guido Dedene |
Knowledge discovery in a direct marketing case using least squares support vector machines. |
Int. J. Intell. Syst. |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Viaene, Bart Baesens, Dirk Van den Poel, Guido Dedene, Jan Vanthienen |
Wrapped input selection using multilayer perceptrons for repeat-purchase modeling in direct marketing. |
Int. Syst. in Accounting, Finance and Management |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Rudy Setiono, Christophe Mues, Stijn Viaene, Jan Vanthienen |
Building Credit-Risk Evaluation Expert Systems Using Neural Network Rule Extraction and Decision Tables. |
ICIS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Jurgen Martens, Geert Wets, Jan Vanthienen, Christophe Mues |
Improving a neuro-fuzzy classifier using exploratory factor analysis. |
Int. J. Intell. Syst. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Stijn Viaene, Bart Baesens, Tony Van Gestel, Johan A. K. Suykens, Dirk Van den Poel, Jan Vanthienen, Bart De Moor, Guido Dedene |
Knowledge Discovery Using Least Squares Support Vector Machine Classifiers: A Direct Marketing Case. |
PKDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Stijn Viaene, Jan Vanthienen, Guido Dedene |
Wrapped Feature Selection by Means of Guided Neural Network Optimization. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Stijn Viaene, Tony Van Gestel, Johan A. K. Suykens, Guido Dedene, Bart De Moor, Jan Vanthienen |
An empirical assessment of kernel type performance for least squares support vector machine classifiers. |
KES |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, Ana María Moreno García |
Illustrating Knowledge Base Restructuring and Verification in a Real World Application. |
EUROVAV |
1999 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, Christophe Mues, Ann Aerts |
An Illustration of Verification and Validation in the Modelling Phase of KBS Development. |
Data Knowl. Eng. |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigoris Antoniou, Frank van Harmelen, Robert Plant, Jan Vanthienen |
Verification and Validation of Knowledge-Based Systems: Report on Two 1997 Events. |
AI Magazine |
1998 |
DBLP BibTeX RDF |
|
| 1 | Geert Wets, Jan Vanthienen, Harry J. P. Timmermans |
Modelling Decision Tables from Data. |
PAKDD |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, Frank van Harmelen (eds.) |
Proceedings of the Fourth European Symposium on the Validation and Verification of Knowledge-Based Systems, EUROVAV'97, June 26-28, 1997, Katholieke Universiteit Leuven, Leuven, Belgium |
EUROVAV |
1997 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, Christophe Mues, Geert Wets |
Inter-Tabular Verification in an Interactive Environment. |
EUROVAV |
1997 |
DBLP BibTeX RDF |
|
| 1 | Carine Van den Acker, Jan Vanthienen |
Integrating Statistical Audit Evidence with Belief Function Theory. |
FAPR |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, E. Dries, J. Keppens |
Clustering Knowledge in Tabular Knowledge Bases. |
ICTAI |
1996 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, Stephan Poelmans |
A General Framework for Positioning, Evaluating and Selecting the New Generation of Development Tools. |
EUROMICRO |
1996 |
DBLP DOI BibTeX RDF |
object-oriented tools, client/server tools, 4GL environments, software tools, programming languages, browsers, CASE-tools, development tools, debuggers, GUI-builders |
| 1 | Jan Vanthienen, Geert Wets |
Integration of the Decision Table Formalism with a Relational Environment |
Inf. Syst. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, Ann Aerts, Christophe Mues, Geert Wets |
A Modeling Approach to KBS Verification. |
EUROVAV |
1995 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, Geert Wets |
From Decision Tables to Expert System Shells. |
Data Knowl. Eng. |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Vanthienen, Geert Wets |
Managing decision table knowledge in a relational database environment. |
SEKE |
1994 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, Geert Wets |
Restructuring and Optimizing Knowledge Representations. |
ICTAI |
1994 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, E. Dries |
Illustration of a Decision Table Tool for Specifying and Implementing Knowledge Based Systems. |
ICTAI |
1993 |
DBLP BibTeX RDF |
|
| 1 | Jan Vanthienen, F. Robben |
Developing Legal Knowledge Based Systems Using Decision Tables. |
ICAIL |
1993 |
DBLP DOI BibTeX RDF |
knowledge acquisition, decision tables, verification and validation, legal knowledge based systems |
| 1 | F. Hazevoets, B. Vanhoutte, Jan Vanthienen |
An Expert System Interface for Consultation of Decision Table Systems. |
DEXA |
1990 |
DBLP BibTeX RDF |
|
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