1998 |
Bontempi, Gianluca Local methods for nonlinear control Inproceedings FAMIMO Workshop on Local Modeling and Local Control, 1998, (Conference: (25 March 1998: Seville, Spain)). @inproceedings{info:hdl:2013/76140b, title = {Local methods for nonlinear control}, author = {Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76140}, year = {1998}, date = {1998-01-01}, booktitle = {FAMIMO Workshop on Local Modeling and Local Control}, note = {Conference: (25 March 1998: Seville, Spain)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Birattari, Mauro; Bontempi, Gianluca; Bersini, Hugues Local learning for data analysis Inproceedings Verdenius, F; den 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)). @inproceedings{info:hdl:2013/73391b, title = {Local learning for data analysis}, author = {Mauro Birattari and Gianluca Bontempi and Hugues Bersini}, editor = {F Verdenius and Wouter Van den Broeck}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73391}, year = {1998}, date = {1998-01-01}, booktitle = {Benelearn’98: Proceedings of the 8th Belgian-Dutch Conference on Machine Learning}, pages = {55-61}, note = {Conference: (1998: ATO-DLO, Wageningen, The Netherlands)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Birattari, Mauro; Bersini, Hugues Lazy learning for iterated time-series prediction Inproceedings 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)). @inproceedings{info:hdl:2013/73390b, title = {Lazy learning for iterated time-series prediction}, author = {Gianluca Bontempi and Mauro Birattari and Hugues Bersini}, editor = {J A K Suykens and Jean Claude Vandewalle}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73390}, year = {1998}, date = {1998-01-01}, booktitle = {Proceedings of the International Workshop on Advanced Black-Box Techniques for Nonlinear Modeling with Time-Series Prediction Modeling}, pages = {62-68}, note = {Conference: (July 8-10, 1998: Katholieke Universiteit Leuven, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Birattari, Mauro; Bersini, Hugues Local learning for nonlinear control Inproceedings Huijberts, H J C; der Schaft, Van A J; Scherpen, J M A (Ed.): Nonlinear control systems design symposium 1998: a proceedings volume from the 4th IFAC Symposium, pp. 360-365, Published for the International Federation of Automatic Control by Pergamon, 1998, (Conference: NOLCOS’98(1-3 July 1998: University of Twente, Enschede, The Netherlands)). @inproceedings{info:hdl:2013/73392b, title = {Local learning for nonlinear control}, author = {Gianluca Bontempi and Mauro Birattari and Hugues Bersini}, editor = {H J C Huijberts and A J Van der Schaft and J M A Scherpen}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73392}, year = {1998}, date = {1998-01-01}, booktitle = {Nonlinear control systems design symposium 1998: a proceedings volume from the 4th IFAC Symposium}, pages = {360-365}, publisher = {Published for the International Federation of Automatic Control by Pergamon}, note = {Conference: NOLCOS’98(1-3 July 1998: University of Twente, Enschede, The Netherlands)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Birattari, Mauro; Bontempi, Gianluca Adaptive memory based regression methods Inproceedings 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)). @inproceedings{info:hdl:2013/76123b, title = {Adaptive memory based regression methods}, author = {Hugues Bersini and Mauro Birattari and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76123}, year = {1998}, date = {1998-01-01}, booktitle = {The 1998 IEEE International Joint Conference on Neural Networks: proceedings : IEEE World Congress on Computational Intelligence}, pages = {2402-2406}, publisher = {IEEE}, note = {Conference: (May 4-May 9, 1998: Anchorage, Alaska, USA)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Birattari, Mauro; Bersini, Hugues Lazy learning for control design Inproceedings 6th European Symposium on Artificial Neural Networks: ESANN '98 : proceedings, pp. 73-78, D facto, 1998, (Conference: (April 22-23-24, 1998: Bruges, Belgium)). @inproceedings{info:hdl:2013/76124b, title = {Lazy learning for control design}, author = {Gianluca Bontempi and Mauro Birattari and Hugues Bersini}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76124}, year = {1998}, date = {1998-01-01}, booktitle = {6th European Symposium on Artificial Neural Networks: ESANN '98 : proceedings}, pages = {73-78}, publisher = {D facto}, note = {Conference: (April 22-23-24, 1998: Bruges, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Birattari, Mauro Is readability compatible with accuracy ? From Neuro-Fuzzy to Lazy Learning Inproceedings 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)). @inproceedings{info:hdl:2013/76125b, title = {Is readability compatible with accuracy ? From Neuro-Fuzzy to Lazy Learning}, author = {Hugues Bersini and Gianluca Bontempi and Mauro Birattari}, editor = {Wilfried Brauer}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76125}, year = {1998}, date = {1998-01-01}, booktitle = {Fuzzy-Neuro Systems '98 - Computational Intelligence: proceedings of the 5. International Workshop "Fuzzy-Neuro Systems '98" (FNS '98)}, pages = {10-25}, publisher = {Infix}, series = {PAI : proceedings in artificial intelligence}, note = {Conference: (March 19-20, 1998: Munich, Germany)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
1997 |
Lenaerts, Tom; Deridder, Dirk; Manderick, Bernard Genetic programming and data mining: an empirical evaluation of basic functionalities Inproceedings Proceedings of the 9th Benelux Conference on Artificial intelligence, pp. 59-68, 1997, (Conference: BNAIC). @inproceedings{info:hdl:2013/243606, title = {Genetic programming and data mining: an empirical evaluation of basic functionalities}, author = {Tom Lenaerts and Dirk Deridder and Bernard Manderick}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/243606}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the 9th Benelux Conference on Artificial intelligence}, pages = {59-68}, note = {Conference: BNAIC}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca Now comes the time to defuzzify neuro-fuzzy models Journal Article Fuzzy sets and systems, 90 (2), pp. 161-169, 1997, (DOI: 10.1016/S0165-0114(97)00082-1). @article{info:hdl:2013/69533b, title = {Now comes the time to defuzzify neuro-fuzzy models}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69533}, year = {1997}, date = {1997-01-01}, journal = {Fuzzy sets and systems}, volume = {90}, number = {2}, pages = {161-169}, note = {DOI: 10.1016/S0165-0114(97)00082-1}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Jansen, Maarten; Malfait, M; Bultheel, A Generalized Cross Validation for wavelet thresholding Journal Article Signal processing, 56 (1), pp. 33-44, 1997, (Language of publication: en). @article{info:hdl:2013/133293, title = {Generalized Cross Validation for wavelet thresholding}, author = {Maarten Jansen and M Malfait and A Bultheel}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/133293}, year = {1997}, date = {1997-01-01}, journal = {Signal processing}, volume = {56}, number = {1}, pages = {33-44}, note = {Language of publication: en}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Bersini, Hugues; Bontempi, Gianluca Now comes the time to defuzzify neuro-fuzzy models Journal Article Fuzzy sets and systems, 90 (2), pp. 161-169, 1997, (DOI: 10.1016/S0165-0114(97)00082-1). @article{info:hdl:2013/69533, title = {Now comes the time to defuzzify neuro-fuzzy models}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69533}, year = {1997}, date = {1997-01-01}, journal = {Fuzzy sets and systems}, volume = {90}, number = {2}, pages = {161-169}, abstract = {Fuzzy models present a singular Janus-face: On the one hand, they are knowledge-based software environments constructed from a collection of linguistic IF-THEN rules, and on the other hand, they realize nonlinear mappings which have interesting mathematical properties like "low-order interpolation" and "universal function approximation". Neuro-fuzzy basically provides fuzzy models with the capacity, based on the available data, to compensate for the missing human knowledge by an automatic self-tuning of the structure and the parameters. A first consequence of this hybridization between the architectural and representational aspect of fuzzy models and the learning mechanisms of neural networks has been to progressively increase and fuzzify the contrast between the two Janus faces: readability or performance. © 1997 Elsevier Science B.V.}, note = {DOI: 10.1016/S0165-0114(97)00082-1}, keywords = {}, pubstate = {published}, tppubtype = {article} } Fuzzy models present a singular Janus-face: On the one hand, they are knowledge-based software environments constructed from a collection of linguistic IF-THEN rules, and on the other hand, they realize nonlinear mappings which have interesting mathematical properties like "low-order interpolation" and "universal function approximation". Neuro-fuzzy basically provides fuzzy models with the capacity, based on the available data, to compensate for the missing human knowledge by an automatic self-tuning of the structure and the parameters. A first consequence of this hybridization between the architectural and representational aspect of fuzzy models and the learning mechanisms of neural networks has been to progressively increase and fuzzify the contrast between the two Janus faces: readability or performance. © 1997 Elsevier Science B.V. |
Bersini, Hugues; Bontempi, Gianluca Now comes the time to defuzzify neuro-fuzzy models Inproceedings Intelligent components and instruments for control applications 1997 (SICICA '97): a proceedings volume from the 3rd IFAC Symposium, pp. 53-58, Pergamon, 1997, (Conference: (9-11 June 1997: Annecy, France)). @inproceedings{info:hdl:2013/76120, title = {Now comes the time to defuzzify neuro-fuzzy models}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76120}, year = {1997}, date = {1997-01-01}, booktitle = {Intelligent components and instruments for control applications 1997 (SICICA '97): a proceedings volume from the 3rd IFAC Symposium}, pages = {53-58}, publisher = {Pergamon}, note = {Conference: (9-11 June 1997: Annecy, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca Fuzzy models viewed as multi-expert networks Inproceedings 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)). @inproceedings{info:hdl:2013/76118, title = {Fuzzy models viewed as multi-expert networks}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76118}, year = {1997}, date = {1997-01-01}, booktitle = {IFSA'97 Prague: proceedings seventh International Fuzzy Systems Association World Congress}, pages = {354-359}, publisher = {Academia}, note = {Conference: (June 25-29, 1997: University of Economics, Prague, Czech Republic)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Rizzoli, Andrea Emilio; Gambardella, Luca Maria; Bontempi, Gianluca; Mastrolilli, Monaldo M Simulation of an intermodal container terminal to assist the management in the decision making process Inproceedings Proceedings of the International Congress on Modelling and Simulation MODSIM'97, 1997, (Conference: (8-11 December 1997: University of Tasmania, Hobart)). @inproceedings{info:hdl:2013/76122, title = {Simulation of an intermodal container terminal to assist the management in the decision making process}, author = {Andrea Emilio Rizzoli and Luca Maria Gambardella and Gianluca Bontempi and Monaldo M Mastrolilli}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76122}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the International Congress on Modelling and Simulation MODSIM'97}, note = {Conference: (8-11 December 1997: University of Tasmania, Hobart)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Birattari, Mauro; Bontempi, Gianluca Combining Dynamic Programming and Neurocontrol: Some Basic Issues Inproceedings 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)). @inproceedings{info:hdl:2013/73394, title = {Combining Dynamic Programming and Neurocontrol: Some Basic Issues}, author = {Hugues Bersini and Mauro Birattari and Gianluca Bontempi}, editor = {Hugues Bersini and Marco Dorigo and P Y Glorennec and L Jouffe and E Anquetil}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73394}, year = {1997}, date = {1997-01-01}, booktitle = {Third European Workshop on Reinforcement Learning}, note = {Conference: (October 13-14: Rennes, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Birattari, Mauro Lazy learning indirect control for discrete time non-linear systems Inproceedings 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)). @inproceedings{info:hdl:2013/73393, title = {Lazy learning indirect control for discrete time non-linear systems}, author = {Gianluca Bontempi and Mauro Birattari}, editor = {T A Johansen and B A Foss}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73393}, year = {1997}, date = {1997-01-01}, booktitle = {Abstracts of Workshop on Multiple Model Approaches to Modelling and Control}, pages = {72-80}, note = {Conference: (Trondheim, Norway)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Gambardella, Luca Maria; Rizzoli, Andrea Emilio Simulation and optimisation for management of intermodal terminals Inproceedings 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: Boğaziçi University, Istanbul)). @inproceedings{info:hdl:2013/76119, title = {Simulation and optimisation for management of intermodal terminals}, author = {Gianluca Bontempi and Luca Maria Gambardella and Andrea Emilio Rizzoli}, editor = {Ali Riza Kaylan and Axel Lehmann}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76119}, year = {1997}, date = {1997-01-01}, booktitle = {11th European Simulation Multiconference, ESM '97: gaining competitive advantage through simulation technologies}, pages = {646-652}, publisher = {SCS International}, note = {Conference: (June 1-4, 1997: Boğaziçi University, Istanbul)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Bersini, Hugues Identification of a sensor model with hybrid neuro-fuzzy methods Inproceedings 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)). @inproceedings{info:hdl:2013/76121, title = {Identification of a sensor model with hybrid neuro-fuzzy methods}, author = {Gianluca Bontempi and Hugues Bersini}, editor = {A B Bulsari and S Kallio}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76121}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the 1997 International Conference on Engineering Applications of Neural Networks (EANN '97): Neural Networks in Engineering systems}, pages = {325-328}, note = {Conference: International Conference on Engineering Applications of Neural Networks(Stockolm, Sweden)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Lenaerts, Tom; Deridder, Dirk; Manderick, Bernard Genetic programming and data mining: an empirical evaluation of basic functionalities Inproceedings Proceedings of the 9th Benelux Conference on Artificial intelligence, pp. 59-68, 1997, (Conference: BNAIC). @inproceedings{info:hdl:2013/243606b, title = {Genetic programming and data mining: an empirical evaluation of basic functionalities}, author = {Tom Lenaerts and Dirk Deridder and Bernard Manderick}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/243606}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the 9th Benelux Conference on Artificial intelligence}, pages = {59-68}, note = {Conference: BNAIC}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Rizzoli, Andrea Emilio; Gambardella, Luca Maria; Bontempi, Gianluca; Mastrolilli, Monaldo M Simulation of an intermodal container terminal to assist the management in the decision making process Inproceedings Proceedings of the International Congress on Modelling and Simulation MODSIM'97, 1997, (Conference: (8-11 December 1997: University of Tasmania, Hobart)). @inproceedings{info:hdl:2013/76122b, title = {Simulation of an intermodal container terminal to assist the management in the decision making process}, author = {Andrea Emilio Rizzoli and Luca Maria Gambardella and Gianluca Bontempi and Monaldo M Mastrolilli}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76122}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the International Congress on Modelling and Simulation MODSIM'97}, note = {Conference: (8-11 December 1997: University of Tasmania, Hobart)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Bersini, Hugues Identification of a sensor model with hybrid neuro-fuzzy methods Inproceedings 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)). @inproceedings{info:hdl:2013/76121b, title = {Identification of a sensor model with hybrid neuro-fuzzy methods}, author = {Gianluca Bontempi and Hugues Bersini}, editor = {A B Bulsari and S Kallio}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76121}, year = {1997}, date = {1997-01-01}, booktitle = {Proceedings of the 1997 International Conference on Engineering Applications of Neural Networks (EANN '97): Neural Networks in Engineering systems}, pages = {325-328}, note = {Conference: International Conference on Engineering Applications of Neural Networks(Stockolm, Sweden)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Birattari, Mauro; Bontempi, Gianluca Combining Dynamic Programming and Neurocontrol: Some Basic Issues Inproceedings 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)). @inproceedings{info:hdl:2013/73394b, title = {Combining Dynamic Programming and Neurocontrol: Some Basic Issues}, author = {Hugues Bersini and Mauro Birattari and Gianluca Bontempi}, editor = {Hugues Bersini and Marco Dorigo and P Y Glorennec and L Jouffe and E Anquetil}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73394}, year = {1997}, date = {1997-01-01}, booktitle = {Third European Workshop on Reinforcement Learning}, note = {Conference: (October 13-14: Rennes, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Birattari, Mauro Lazy learning indirect control for discrete time non-linear systems Inproceedings 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)). @inproceedings{info:hdl:2013/73393b, title = {Lazy learning indirect control for discrete time non-linear systems}, author = {Gianluca Bontempi and Mauro Birattari}, editor = {T A Johansen and B A Foss}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/73393}, year = {1997}, date = {1997-01-01}, booktitle = {Abstracts of Workshop on Multiple Model Approaches to Modelling and Control}, pages = {72-80}, note = {Conference: (Trondheim, Norway)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca; Gambardella, Luca Maria; Rizzoli, Andrea Emilio Simulation and optimisation for management of intermodal terminals Inproceedings 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: Boğaziçi University, Istanbul)). @inproceedings{info:hdl:2013/76119b, title = {Simulation and optimisation for management of intermodal terminals}, author = {Gianluca Bontempi and Luca Maria Gambardella and Andrea Emilio Rizzoli}, editor = {Ali Riza Kaylan and Axel Lehmann}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76119}, year = {1997}, date = {1997-01-01}, booktitle = {11th European Simulation Multiconference, ESM '97: gaining competitive advantage through simulation technologies}, pages = {646-652}, publisher = {SCS International}, note = {Conference: (June 1-4, 1997: Boğaziçi University, Istanbul)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca Fuzzy models viewed as multi-expert networks Inproceedings 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)). @inproceedings{info:hdl:2013/76118b, title = {Fuzzy models viewed as multi-expert networks}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76118}, year = {1997}, date = {1997-01-01}, booktitle = {IFSA'97 Prague: proceedings seventh International Fuzzy Systems Association World Congress}, pages = {354-359}, publisher = {Academia}, note = {Conference: (June 25-29, 1997: University of Economics, Prague, Czech Republic)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca Now comes the time to defuzzify neuro-fuzzy models Inproceedings Intelligent components and instruments for control applications 1997 (SICICA '97): a proceedings volume from the 3rd IFAC Symposium, pp. 53-58, Pergamon, 1997, (Conference: (9-11 June 1997: Annecy, France)). @inproceedings{info:hdl:2013/76120b, title = {Now comes the time to defuzzify neuro-fuzzy models}, author = {Hugues Bersini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76120}, year = {1997}, date = {1997-01-01}, booktitle = {Intelligent components and instruments for control applications 1997 (SICICA '97): a proceedings volume from the 3rd IFAC Symposium}, pages = {53-58}, publisher = {Pergamon}, note = {Conference: (9-11 June 1997: Annecy, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
1996 |
Gambardella, Luca Maria; Bontempi, Gianluca; É, Simulation and Forecasting in an Intermodal Container Terminal Inproceedings Proceedings of the 8th European Simulation Symposium, pp. 626-630, SCS International, 1996, (Conference: European Simulation Symposium(8: Ghent, Belgium)). @inproceedings{info:hdl:2013/76117, title = {Simulation and Forecasting in an Intermodal Container Terminal}, author = {Luca Maria Gambardella and Gianluca Bontempi and {É}ric Taillard}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76117}, year = {1996}, date = {1996-01-01}, booktitle = {Proceedings of the 8th European Simulation Symposium}, pages = {626-630}, publisher = {SCS International}, note = {Conference: European Simulation Symposium(8: Ghent, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca Qua.Si. III: a software tool for simulation of fuzzy dynamical systems Inproceedings 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)). @inproceedings{info:hdl:2013/75866, title = {Qua.Si. III: a software tool for simulation of fuzzy dynamical systems}, author = {Gianluca Bontempi}, editor = {Andras Javor and Axel Lehmann and Istvan Molnar}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75866}, year = {1996}, date = {1996-01-01}, booktitle = {Modelling and simulation 1996: ESM'96}, pages = {615-619}, publisher = {Society for Computer Simulation}, note = {Conference: European simulation multiconference(June 2-6, 1996: Budapest University of Economic Sciences, Budapest, Hungary)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Gambardella, Luca Maria; Bontempi, Gianluca; É, Simulation and Forecasting in an Intermodal Container Terminal Inproceedings Proceedings of the 8th European Simulation Symposium, pp. 626-630, SCS International, 1996, (Conference: European Simulation Symposium(8: Ghent, Belgium)). @inproceedings{info:hdl:2013/76117b, title = {Simulation and Forecasting in an Intermodal Container Terminal}, author = {Luca Maria Gambardella and Gianluca Bontempi and {É}ric Taillard}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76117}, year = {1996}, date = {1996-01-01}, booktitle = {Proceedings of the 8th European Simulation Symposium}, pages = {626-630}, publisher = {SCS International}, note = {Conference: European Simulation Symposium(8: Ghent, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bontempi, Gianluca Qua.Si. III: a software tool for simulation of fuzzy dynamical systems Inproceedings 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)). @inproceedings{info:hdl:2013/75866b, title = {Qua.Si. III: a software tool for simulation of fuzzy dynamical systems}, author = {Gianluca Bontempi}, editor = {Andras Javor and Axel Lehmann and Istvan Molnar}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75866}, year = {1996}, date = {1996-01-01}, booktitle = {Modelling and simulation 1996: ESM'96}, pages = {615-619}, publisher = {Society for Computer Simulation}, note = {Conference: European simulation multiconference(June 2-6, 1996: Budapest University of Economic Sciences, Budapest, Hungary)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
1995 |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Towards Neuro-Fuzzy Defuzzification in Benelearn '95 Inproceedings 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)). @inproceedings{info:hdl:2013/75862b, title = {Towards Neuro-Fuzzy Defuzzification in Benelearn '95}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75862}, year = {1995}, date = {1995-01-01}, booktitle = {Proceedings of the 5th Belgian-Dutch Conference on Machine Learning}, pages = {91-98}, publisher = {.}, note = {Conference: Belgian-Dutch Conference on Machine Learning(5: September 1995: Bruxelles, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Comparing RBF and fuzzy inference systems on theoretical and practical basis Inproceedings cc, Fran; Gallinari, Patrick (Ed.): ICANN '95: conférence internationale sur les Réseaux de neurones artificiels, pp. 169-174, EC2 & Cie, 1995, (Conference: Neuron^imes 95(9-13 octobre 1995: Maison de la Chimie, Paris, France)). @inproceedings{info:hdl:2013/228119b, title = {Comparing RBF and fuzzy inference systems on theoretical and practical basis}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, editor = {Fran{cc}oise Fogelman-Soulié and Patrick Gallinari}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/228119}, year = {1995}, date = {1995-01-01}, booktitle = {ICANN '95: conférence internationale sur les Réseaux de neurones artificiels}, pages = {169-174}, publisher = {EC2 & Cie}, note = {Conference: Neuron^imes 95(9-13 octobre 1995: Maison de la Chimie, Paris, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Towards Neuro-Fuzzy Defuzzification in Benelearn '95 Inproceedings 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)). @inproceedings{info:hdl:2013/75862, title = {Towards Neuro-Fuzzy Defuzzification in Benelearn '95}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75862}, year = {1995}, date = {1995-01-01}, booktitle = {Proceedings of the 5th Belgian-Dutch Conference on Machine Learning}, pages = {91-98}, note = {Conference: Belgian-Dutch Conference on Machine Learning(5: September 1995: Bruxelles, Belgium)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Comparing RBF and Fuzzy Inference Systems on theoretical and practical basis Inproceedings Proc. ICANN'95 (Int. Conf. on Artificial Neural Networks), pp. pp 169-174, F. Fogelman-Soulié and P. Gallinary (eds), 1995, (Conference: (Paris)). @inproceedings{info:hdl:2013/70185, title = {Comparing RBF and Fuzzy Inference Systems on theoretical and practical basis}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70185}, year = {1995}, date = {1995-01-01}, booktitle = {Proc. ICANN'95 (Int. Conf. on Artificial Neural Networks)}, pages = {pp 169-174}, publisher = {F. Fogelman-Soulié and P. Gallinary (eds)}, series = {EC2 & Cie}, note = {Conference: (Paris)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Comparing RBF and fuzzy inference systems on theoretical and practical basis Inproceedings cc, Fran; Gallinari, Patrick (Ed.): ICANN '95: conférence internationale sur les Réseaux de neurones artificiels, pp. 169-174, EC2 & Cie, 1995, (Conference: Neuron^imes 95(9-13 octobre 1995: Maison de la Chimie, Paris, France)). @inproceedings{info:hdl:2013/228119, title = {Comparing RBF and fuzzy inference systems on theoretical and practical basis}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, editor = {Fran{cc}oise Fogelman-Soulié and Patrick Gallinari}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/228119}, year = {1995}, date = {1995-01-01}, booktitle = {ICANN '95: conférence internationale sur les Réseaux de neurones artificiels}, pages = {169-174}, publisher = {EC2 & Cie}, note = {Conference: Neuron^imes 95(9-13 octobre 1995: Maison de la Chimie, Paris, France)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bersini, Hugues; Bontempi, Gianluca; Decaestecker, Christine Comparing RBF and Fuzzy Inference Systems on theoretical and practical basis Inproceedings Proc. ICANN'95 (Int. Conf. on Artificial Neural Networks), pp. pp 169-174, F. Fogelman-Soulié and P. Gallinary (eds), 1995, (Conference: (Paris)). @inproceedings{info:hdl:2013/70185b, title = {Comparing RBF and Fuzzy Inference Systems on theoretical and practical basis}, author = {Hugues Bersini and Gianluca Bontempi and Christine Decaestecker}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70185}, year = {1995}, date = {1995-01-01}, booktitle = {Proc. ICANN'95 (Int. Conf. on Artificial Neural Networks)}, pages = {pp 169-174}, publisher = {F. Fogelman-Soulié and P. Gallinary (eds)}, series = {EC2 & Cie}, note = {Conference: (Paris)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
1994 |
Bonarini, Andrea; Bontempi, Gianluca Qua.Si. I and Qua.SI. II: A Qualitative Simulation Approach for Fuzzy Models Inproceedings 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)). @inproceedings{info:hdl:2013/76139b, title = {Qua.Si. I and Qua.SI. II: A Qualitative Simulation Approach for Fuzzy Models}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76139}, year = {1994}, date = {1994-01-01}, booktitle = {Atti del gruppo di lavoro sul Ragionamento Qualitativo of IV Convegno dell'Associazione Italiana per l'Intelligenza Artificiale AI*IA}, pages = {23-26}, note = {Conference: (Parma, Italy)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bonarini, Andrea; Bontempi, Gianluca Qua.Si.: a qualitative simulation approach for fuzzy models Inproceedings 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)). @inproceedings{info:hdl:2013/75860b, title = {Qua.Si.: a qualitative simulation approach for fuzzy models}, author = {Andrea Bonarini and Gianluca Bontempi}, editor = {Antoni Guasch and Rudolf Maria Huber}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75860}, year = {1994}, date = {1994-01-01}, booktitle = {Modelling and simulation 1994: ESM'94}, pages = {420-424}, publisher = {Society for Computer Simulation}, note = {Conference: European simulation multiconference(June 1-3, 1994: Universitat Politecnica de Catalunya, Barcelona, Spain)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bonarini, Andrea; Bontempi, Gianluca A qualitative simulation approach for fuzzy dynamical models Journal Article ACM transactions on modeling and computer simulation, 4 (4), pp. 285-313, 1994, (DOI: 10.1145/200883.200884). @article{info:hdl:2013/75857b, title = {A qualitative simulation approach for fuzzy dynamical models}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75857}, year = {1994}, date = {1994-01-01}, journal = {ACM transactions on modeling and computer simulation}, volume = {4}, number = {4}, pages = {285-313}, note = {DOI: 10.1145/200883.200884}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Bonarini, Andrea; Bontempi, Gianluca Qualitative simulation of approximate models: an approach based on fuzzy sets Journal Article Progress in cybernetics and systems research, pp. 359-366, 1994, (Language of publication: en). @article{info:hdl:2013/75859b, title = {Qualitative simulation of approximate models: an approach based on fuzzy sets}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75859}, year = {1994}, date = {1994-01-01}, journal = {Progress in cybernetics and systems research}, pages = {359-366}, note = {Language of publication: en}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Bonarini, Andrea; Bontempi, Gianluca Qualitative simulation of approximate models: an approach based on fuzzy sets Journal Article Progress in cybernetics and systems research, pp. 359-366, 1994, (Language of publication: en). @article{info:hdl:2013/75859, title = {Qualitative simulation of approximate models: an approach based on fuzzy sets}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75859}, year = {1994}, date = {1994-01-01}, journal = {Progress in cybernetics and systems research}, pages = {359-366}, note = {Language of publication: en}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Bonarini, Andrea; Bontempi, Gianluca A qualitative simulation approach for fuzzy dynamical models Journal Article ACM transactions on modeling and computer simulation, 4 (4), pp. 285-313, 1994, (DOI: 10.1145/200883.200884). @article{info:hdl:2013/75857, title = {A qualitative simulation approach for fuzzy dynamical models}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75857}, year = {1994}, date = {1994-01-01}, journal = {ACM transactions on modeling and computer simulation}, volume = {4}, number = {4}, pages = {285-313}, abstract = {This article deals with simulation of approximate models of dynamic systems. We propose an approach that is appropriate when the uncertainty intrinsic in some models cannot be reduced by traditional identification techniques, due to the impossibility of gathering experimental data about the system itself. The article presents a methodology for qualitative modeling and simulation of approximately known systems. The proposed solution is based on the Fuzzy Sets theory, extending the power of traditional numerical-logical methods. We have implemented a fuzzy simulator that integrates a fuzzy, qualitative approach and traditional, quantitative methods. © 1994, ACM. All rights reserved.}, note = {DOI: 10.1145/200883.200884}, keywords = {}, pubstate = {published}, tppubtype = {article} } This article deals with simulation of approximate models of dynamic systems. We propose an approach that is appropriate when the uncertainty intrinsic in some models cannot be reduced by traditional identification techniques, due to the impossibility of gathering experimental data about the system itself. The article presents a methodology for qualitative modeling and simulation of approximately known systems. The proposed solution is based on the Fuzzy Sets theory, extending the power of traditional numerical-logical methods. We have implemented a fuzzy simulator that integrates a fuzzy, qualitative approach and traditional, quantitative methods. © 1994, ACM. All rights reserved. |
Bonarini, Andrea; Bontempi, Gianluca Qua.Si. I and Qua.SI. II: A Qualitative Simulation Approach for Fuzzy Models Inproceedings 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)). @inproceedings{info:hdl:2013/76139, title = {Qua.Si. I and Qua.SI. II: A Qualitative Simulation Approach for Fuzzy Models}, author = {Andrea Bonarini and Gianluca Bontempi}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76139}, year = {1994}, date = {1994-01-01}, booktitle = {Atti del gruppo di lavoro sul Ragionamento Qualitativo of IV Convegno dell'Associazione Italiana per l'Intelligenza Artificiale AI*IA}, pages = {23-26}, note = {Conference: (Parma, Italy)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Bonarini, Andrea; Bontempi, Gianluca Qua.Si.: a qualitative simulation approach for fuzzy models Inproceedings 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)). @inproceedings{info:hdl:2013/75860, title = {Qua.Si.: a qualitative simulation approach for fuzzy models}, author = {Andrea Bonarini and Gianluca Bontempi}, editor = {Antoni Guasch and Rudolf Maria Huber}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/75860}, year = {1994}, date = {1994-01-01}, booktitle = {Modelling and simulation 1994: ESM'94}, pages = {420-424}, publisher = {Society for Computer Simulation}, note = {Conference: European simulation multiconference(June 1-3, 1994: Universitat Politecnica de Catalunya, Barcelona, Spain)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
0000 |
`e, Nathaniel Mon P; Lenaerts, Tom A quantitative model for lung colonization by benign mammary cells in breast cancer Miscellaneous 0000, (Language of publication: fr). @misc{info:hdl:2013/267363b, title = {A quantitative model for lung colonization by benign mammary cells in breast cancer}, author = {Nathaniel Mon P{`e}re and Tom Lenaerts}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/267363}, note = {Language of publication: fr}, keywords = {}, pubstate = {published}, tppubtype = {misc} } |
Abels, Axel; Roijers, Diederik D M; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis Dynamic Weights in Multi-Objective Deep Reinforcement Learning Miscellaneous 0000, (Conference: International Conference on Machine Learning (36: 9-15 June 2019: Long Beach, USA)). @misc{info:hdl:2013/291984, title = {Dynamic Weights in Multi-Objective Deep Reinforcement Learning}, author = {Axel Abels and Diederik D M Roijers and Tom Lenaerts and Ann Nowe and Denis Steckelmacher}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/291984}, note = {Conference: International Conference on Machine Learning (36: 9-15 June 2019: Long Beach, USA)}, keywords = {}, pubstate = {published}, tppubtype = {misc} } |
`e, Nathaniel Mon P; Lenaerts, Tom A quantitative model for lung colonization by benign mammary cells in breast cancer Miscellaneous 0000, (Language of publication: fr). @misc{info:hdl:2013/267363, title = {A quantitative model for lung colonization by benign mammary cells in breast cancer}, author = {Nathaniel Mon P{`e}re and Tom Lenaerts}, url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/267363}, abstract = {Metastasis is a complex and multifaceted process that can vary greatly between patients and cancer types. There are many models describing different pathways leading to ectopic colonization, however most share the assumption that all metastatic lesions are initiated by cancerous cells that have been ejected from (and are therefore clonal offspring of) the primary tumor. Nevertheless, intertumoral heterogeneity among metastatic lesions with respect to each other and the primary paints a more complicated picture of clonal relationships and heritage, one which is not always compatible with such linear models. Here we examine an alternative pathway to lung colonization in breast cancer. Recent findings show that in mice healthy mammary stem cells may form proliferating colonies in the lungs when injected in the tail vein, and that a growing tumor in the mammary gland may induce dissemination of neighboring mammary epithelial cells to the lungs. If an oncogenic mutation occurs in such a colony the resulting lesion would not share the same mutational history as the primary tumor and would therefore contribute to heterogeneity and possible treatment failure.}, note = {Language of publication: fr}, keywords = {}, pubstate = {published}, tppubtype = {misc} } Metastasis is a complex and multifaceted process that can vary greatly between patients and cancer types. There are many models describing different pathways leading to ectopic colonization, however most share the assumption that all metastatic lesions are initiated by cancerous cells that have been ejected from (and are therefore clonal offspring of) the primary tumor. Nevertheless, intertumoral heterogeneity among metastatic lesions with respect to each other and the primary paints a more complicated picture of clonal relationships and heritage, one which is not always compatible with such linear models. Here we examine an alternative pathway to lung colonization in breast cancer. Recent findings show that in mice healthy mammary stem cells may form proliferating colonies in the lungs when injected in the tail vein, and that a growing tumor in the mammary gland may induce dissemination of neighboring mammary epithelial cells to the lungs. If an oncogenic mutation occurs in such a colony the resulting lesion would not share the same mutational history as the primary tumor and would therefore contribute to heterogeneity and possible treatment failure. |