1999
Local learning for iterated time series prediction Technical Report
1999, (Funder: IRIDIA, Université Libre de Bruxelles).
Lazy Learning Vs. Speedy Gonzales: A fast algorithm for recursive identification and recursive validation of local constant models Technical Report
1999, (Funder: IRIDIA, Université Libre de Bruxelles).
1998
Recursive lazy learning for modeling and control Journal Article
In: Lecture notes in computer science, vol. 1398, pp. 292-303, 1998, (Language of publication: en).
Building a genetic programming framework: The added-value of design patterns Proceedings Article
In: Proceedings of the First European Workshop on Genetic Programming, pp. 196-208, Springer, 1998, (Language of publication: en).
Local learning for data analysis Proceedings Article
In: Verdenius, F; Broeck, Wouter Van (Ed.): Benelearn’98: Proceedings of the 8th Belgian-Dutch Conference on Machine Learning, pp. 55-61, 1998, (Conference: (1998: ATO-DLO, Wageningen, The Netherlands)).
Lazy learning for iterated time-series prediction Proceedings Article
In: Suykens, J A K; Vandewalle, Jean Claude (Ed.): Proceedings of the International Workshop on Advanced Black-Box Techniques for Nonlinear Modeling with Time-Series Prediction Modeling, pp. 62-68, 1998, (Conference: (July 8-10, 1998: Katholieke Universiteit Leuven, Belgium)).
Adaptive memory based regression methods Proceedings Article
In: The 1998 IEEE International Joint Conference on Neural Networks: proceedings : IEEE World Congress on Computational Intelligence, pp. 2402-2406, IEEE, 1998, (Conference: (May 4-May 9, 1998: Anchorage, Alaska, USA)).
Lazy learning for control design Proceedings Article
In: 6th European Symposium on Artificial Neural Networks: ESANN ’98 : proceedings, pp. 73-78, D facto, 1998, (Conference: (April 22-23-24, 1998: Bruges, Belgium)).
Is readability compatible with accuracy ? From Neuro-Fuzzy to Lazy Learning Proceedings Article
In: Brauer, Wilfried (Ed.): Fuzzy-Neuro Systems ’98 – Computational Intelligence: proceedings of the 5. International Workshop “Fuzzy-Neuro Systems ’98” (FNS ’98), pp. 10-25, Infix, 1998, (Conference: (March 19-20, 1998: Munich, Germany)).
Lazy learning meets the recursive least squares algorithm Technical Report
1998, (Funder: IRIDIA, Université Libre de Bruxelles).
1997
Now comes the time to defuzzify neuro-fuzzy models Journal Article
In: Fuzzy sets and systems, vol. 90, no. 2, pp. 161-169, 1997, (DOI: 10.1016/S0165-0114(97)00082-1).
Generalized Cross Validation for wavelet thresholding Journal Article
In: Signal processing, vol. 56, no. 1, pp. 33-44, 1997, (Language of publication: en).
Genetic programming and data mining: an empirical evaluation of basic functionalities Proceedings Article
In: Proceedings of the 9th Benelux Conference on Artificial intelligence, pp. 59-68, 1997, (Conference: BNAIC).
Simulation of an intermodal container terminal to assist the management in the decision making process Proceedings Article
In: Proceedings of the International Congress on Modelling and Simulation MODSIM’97, 1997, (Conference: (8-11 December 1997: University of Tasmania, Hobart)).
Identification of a sensor model with hybrid neuro-fuzzy methods Proceedings Article
In: Bulsari, A B; Kallio, S (Ed.): Proceedings of the 1997 International Conference on Engineering Applications of Neural Networks (EANN ’97): Neural Networks in Engineering systems, pp. 325-328, 1997, (Conference: International Conference on Engineering Applications of Neural Networks(Stockolm, Sweden)).
Combining Dynamic Programming and Neurocontrol: Some Basic Issues Proceedings Article
In: Bersini, Hugues; Dorigo, Marco; Glorennec, P Y; Jouffe, L; Anquetil, E (Ed.): Third European Workshop on Reinforcement Learning, 1997, (Conference: (October 13-14: Rennes, France)).
Lazy learning indirect control for discrete time non-linear systems Proceedings Article
In: Johansen, T A; Foss, B A (Ed.): Abstracts of Workshop on Multiple Model Approaches to Modelling and Control, pp. 72-80, 1997, (Conference: (Trondheim, Norway)).
Simulation and optimisation for management of intermodal terminals Proceedings Article
In: Kaylan, Ali Riza; Lehmann, Axel (Ed.): 11th European Simulation Multiconference, ESM ’97: gaining competitive advantage through simulation technologies, pp. 646-652, SCS International, 1997, (Conference: (June 1-4, 1997: Bou gazic ci University, Istanbul)).
Fuzzy models viewed as multi-expert networks Proceedings Article
In: IFSA’97 Prague: proceedings seventh International Fuzzy Systems Association World Congress, pp. 354-359, Academia, 1997, (Conference: (June 25-29, 1997: University of Economics, Prague, Czech Republic)).
Multi-model and multi-value architectures in data analysis: an application to a real industrial problem Technical Report
1997, (Funder: IRIDIA – ULB).
Lazy learning for modeling and control design Technical Report
1997, (Funder: IRIDIA, Université Libre de Bruxelles).
Adaptive Memory-Based Regression Methods Technical Report
1997, (Funder: IRIDIA, Université Libre de Bruxelles).
1996
Simulation and Forecasting in an Intermodal Container Terminal Proceedings Article
In: Proceedings of the 8th European Simulation Symposium, pp. 626-630, SCS International, 1996, (Conference: European Simulation Symposium(8: Ghent, Belgium)).
Qua.Si. III: a software tool for simulation of fuzzy dynamical systems Proceedings Article
In: Javor, Andras; Lehmann, Axel; Molnar, Istvan (Ed.): Modelling and simulation 1996: ESM’96, pp. 615-619, Society for Computer Simulation, 1996, (Conference: European simulation multiconference(June 2-6, 1996: Budapest University of Economic Sciences, Budapest, Hungary)).
1995
Comparing RBF and Fuzzy Inference Systems on theoretical and practical basis Proceedings Article
In: Proc. ICANN’95 (Int. Conf. on Artificial Neural Networks), pp. pp 169-174, F. Fogelman-Soulié and P. Gallinary (eds), 1995, (Conference: (Paris)).
Modeling with uncertainty in continuous dynamical systems: the probability and possibility approach Technical Report
1995, (Funder: IRIDIA – ULB).
Towards Neuro-Fuzzy Defuzzification in Benelearn ’95 Proceedings Article
In: Proceedings of the 5th Belgian-Dutch Conference on Machine Learning, pp. 91-98, ., 1995, (Conference: Belgian-Dutch Conference on Machine Learning(5: September 1995: Bruxelles, Belgium)).
1994
A qualitative simulation approach for fuzzy dynamical models Journal Article
In: ACM transactions on modeling and computer simulation, vol. 4, no. 4, pp. 285-313, 1994, (DOI: 10.1145/200883.200884).
Qua.Si. I and Qua.SI. II: A Qualitative Simulation Approach for Fuzzy Models Proceedings Article
In: Atti del gruppo di lavoro sul Ragionamento Qualitativo of IV Convegno dell’Associazione Italiana per l’Intelligenza Artificiale AI*IA, pp. 23-26, 1994, (Conference: (Parma, Italy)).
Qua.Si.: a qualitative simulation approach for fuzzy models Proceedings Article
In: Guasch, Antoni; Huber, Rudolf Maria (Ed.): Modelling and simulation 1994: ESM’94, pp. 420-424, Society for Computer Simulation, 1994, (Conference: European simulation multiconference(June 1-3, 1994: Universitat Politecnica de Catalunya, Barcelona, Spain)).
Qualitative simulation of approximate models: an approach based on fuzzy sets Journal Article
In: Progress in cybernetics and systems research, pp. 359-366, 1994, (Language of publication: en).