2006
|
Defrance, Matthieu; Touzet, Hél`ene Predicting transcription factor binding sites using local over-representation and comparative genomics. Journal Article In: BMC bioinformatics, vol. 7, pp. 396, 2006, (DOI: 10.1186/1471-2105-7-396). @article{info:hdl:2013/220524,
title = {Predicting transcription factor binding sites using local over-representation and comparative genomics.},
author = {Matthieu Defrance and Hél{`e}ne Touzet},
url = {https://dipot.ulb.ac.be/dspace/bitstream/2013/220524/4/doi_204151.pdf},
year = {2006},
date = {2006-01-01},
journal = {BMC bioinformatics},
volume = {7},
pages = {396},
abstract = {Identifying cis-regulatory elements is crucial to understanding gene expression, which highlights the importance of the computational detection of overrepresented transcription factor binding sites (TFBSs) in coexpressed or coregulated genes. However, this is a challenging problem, especially when considering higher eukaryotic organisms.},
note = {DOI: 10.1186/1471-2105-7-396},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Identifying cis-regulatory elements is crucial to understanding gene expression, which highlights the importance of the computational detection of overrepresented transcription factor binding sites (TFBSs) in coexpressed or coregulated genes. However, this is a challenging problem, especially when considering higher eukaryotic organisms. |
Santos, Francisco C.; Pacheco, Jorge J. M.; Lenaerts, Tom Cooperation prevails when individuals adjust their social ties. Journal Article In: PLoS computational biology, vol. 2, no. 10, pp. e140, 2006, (DOI: 10.1371/journal.pcbi.0020140). @article{info:hdl:2013/69853b,
title = {Cooperation prevails when individuals adjust their social ties.},
author = {Francisco C. Santos and Jorge J. M. Pacheco and Tom Lenaerts},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69853},
year = {2006},
date = {2006-01-01},
journal = {PLoS computational biology},
volume = {2},
number = {10},
pages = {e140},
note = {DOI: 10.1371/journal.pcbi.0020140},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Villacci, Domenico D.; Bontempi, Gianluca; Vaccaro, Alfredo A. An adaptive local learning-based methodology for voltage regulation in distribution networks with dispersed generation Journal Article In: IEEE transactions on power systems, vol. 21, no. 3, pp. 1131-1140, 2006, (DOI: 10.1109/TPWRS.2006.876691). @article{info:hdl:2013/69523b,
title = {An adaptive local learning-based methodology for voltage regulation in distribution networks with dispersed generation},
author = {Domenico D. Villacci and Gianluca Bontempi and Alfredo A. Vaccaro},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69523},
year = {2006},
date = {2006-01-01},
journal = {IEEE transactions on power systems},
volume = {21},
number = {3},
pages = {1131-1140},
note = {DOI: 10.1109/TPWRS.2006.876691},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bersini, Hugues; Lenaerts, Tom; Santos, Francisco C. Growing biological networks: Beyond the gene-duplication model Journal Article In: Journal of theoretical biology, vol. 241, no. 3, pp. 488-505, 2006, (DOI: 10.1016/j.jtbi.2005.12.012). @article{info:hdl:2013/69792b,
title = {Growing biological networks: Beyond the gene-duplication model},
author = {Hugues Bersini and Tom Lenaerts and Francisco C. Santos},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69792},
year = {2006},
date = {2006-01-01},
journal = {Journal of theoretical biology},
volume = {241},
number = {3},
pages = {488-505},
note = {DOI: 10.1016/j.jtbi.2005.12.012},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Santos, Francisco C.; Pacheco, Jorge J. M.; Lenaerts, Tom Evolutionary dynamics of social dilemmas in structured heterogeneous populations Journal Article In: Proceedings of the National Academy of Sciences of the United States of America, vol. 103, no. 9, pp. 3490-3494, 2006, (DOI: 10.1073/pnas.0508201103). @article{info:hdl:2013/69851b,
title = {Evolutionary dynamics of social dilemmas in structured heterogeneous populations},
author = {Francisco C. Santos and Jorge J. M. Pacheco and Tom Lenaerts},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69851},
year = {2006},
date = {2006-01-01},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
volume = {103},
number = {9},
pages = {3490-3494},
note = {DOI: 10.1073/pnas.0508201103},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lenaerts, Tom; Bersini, Hugues; Santos, Francisco C. How scale-free type-based networks emerge from instance-based dynamics Journal Article In: Artificial life, pp. 8-15, 2006, (Language of publication: en). @article{info:hdl:2013/70663b,
title = {How scale-free type-based networks emerge from instance-based dynamics},
author = {Tom Lenaerts and Hugues Bersini and Francisco C. Santos},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70663},
year = {2006},
date = {2006-01-01},
journal = {Artificial life},
pages = {8-15},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Santos, Francisco C.; Pacheco, Jorge J. M.; Lenaerts, Tom Emergence of Cooperation in Heterogeneous structured populations Journal Article In: Artificial life, pp. 432-437, 2006, (Language of publication: en). @article{info:hdl:2013/70664b,
title = {Emergence of Cooperation in Heterogeneous structured populations},
author = {Francisco C. Santos and Jorge J. M. Pacheco and Tom Lenaerts},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70664},
year = {2006},
date = {2006-01-01},
journal = {Artificial life},
pages = {432-437},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Caelen, Olivier; Bontempi, Gianluca; Coussaert, Eddy; Barvais, Luc; Clément, Franccois Machine learning techniques to enable closed-loop control in anesthesia Journal Article In: Proceedings - IEEE Symposium on Computer-Based Medical Systems, vol. 2006, pp. 696-701, 2006, (DOI: 10.1109/CBMS.2006.110). @article{info:hdl:2013/69518b,
title = {Machine learning techniques to enable closed-loop control in anesthesia},
author = {Olivier Caelen and Gianluca Bontempi and Eddy Coussaert and Luc Barvais and Franccois Clément},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69518},
year = {2006},
date = {2006-01-01},
journal = {Proceedings - IEEE Symposium on Computer-Based Medical Systems},
volume = {2006},
pages = {696-701},
note = {DOI: 10.1109/CBMS.2006.110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Meyer, Patrick E.; Bontempi, Gianluca On the use of variable complementarity for feature selection in cancer classification Journal Article In: Lecture notes in computer science, vol. 3907 LNCS, pp. 91-102, 2006, (DOI: 10.1007/11732242_9). @article{info:hdl:2013/69515b,
title = {On the use of variable complementarity for feature selection in cancer classification},
author = {Patrick E. Meyer and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69515},
year = {2006},
date = {2006-01-01},
journal = {Lecture notes in computer science},
volume = {3907 LNCS},
pages = {91-102},
note = {DOI: 10.1007/11732242_9},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Norguet, Jean-Pierre; Tshibasu-Kabeya, Benjamin B.; Bontempi, Gianluca; Zimanyi, Esteban Category-based audience metrics for Web site content improvement using ontologies and page classification Journal Article In: Lecture notes in computer science, vol. 3999 LNCS, pp. 216-220, 2006, (DOI: 10.1007/11765448_21). @article{info:hdl:2013/69521b,
title = {Category-based audience metrics for Web site content improvement using ontologies and page classification},
author = {Jean-Pierre Norguet and Benjamin B. Tshibasu-Kabeya and Gianluca Bontempi and Esteban Zimanyi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69521},
year = {2006},
date = {2006-01-01},
journal = {Lecture notes in computer science},
volume = {3999 LNCS},
pages = {216-220},
note = {DOI: 10.1007/11765448_21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Borgne, Yann-A"el Le; Moussaid, Mehdi; Bontempi, Gianluca Simulation architecture for data processing algorithms in wireless sensor networks Journal Article In: Proceedings (International Conference on Advanced Information Networking and Applications), vol. 2, pp. 383-387, 2006, (DOI: 10.1109/AINA.2006.311). @article{info:hdl:2013/69513b,
title = {Simulation architecture for data processing algorithms in wireless sensor networks},
author = {Yann-A"el Le Borgne and Mehdi Moussaid and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69513},
year = {2006},
date = {2006-01-01},
journal = {Proceedings (International Conference on Advanced Information Networking and Applications)},
volume = {2},
pages = {383-387},
note = {DOI: 10.1109/AINA.2006.311},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Sotiriou, Christos; Wirapati, Pratyaksha; Loi, Sherene; Desmedt, Christine; Haibe-Kains, Benjamin; Piette, Fanny; Buyse, Marc; Bontempi, Gianluca; Delorenzi, Mauro; Piccart-Gebhart, Martine Is genomic grading killing histological grading ? Journal Article In: European journal of cancer, vol. 4, no. 2, pp. 177, 2006, (Language of publication: en). @article{info:hdl:2013/70705b,
title = {Is genomic grading killing histological grading ?},
author = {Christos Sotiriou and Pratyaksha Wirapati and Sherene Loi and Christine Desmedt and Benjamin Haibe-Kains and Fanny Piette and Marc Buyse and Gianluca Bontempi and Mauro Delorenzi and Martine Piccart-Gebhart},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70705},
year = {2006},
date = {2006-01-01},
journal = {European journal of cancer},
volume = {4},
number = {2},
pages = {177},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Delouille, V.; Jansen, Maarten; Sachs, R. Second generation wavelet methods for denoising of irregularly spaced data in two dimensions Journal Article In: Signal processing, vol. 86, no. 7, pp. 1435-1450, 2006, (Language of publication: en). @article{info:hdl:2013/134737,
title = {Second generation wavelet methods for denoising of irregularly spaced data in two dimensions},
author = {V. Delouille and Maarten Jansen and R. Sachs},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/134737},
year = {2006},
date = {2006-01-01},
journal = {Signal processing},
volume = {86},
number = {7},
pages = {1435-1450},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jansen, Maarten Multiscale Poisson data smoothing Journal Article In: Journal of the Royal Statistical Society. Series B. Methodological, vol. 68, no. 1, pp. 27-48, 2006, (Language of publication: en). @article{info:hdl:2013/133302,
title = {Multiscale Poisson data smoothing},
author = {Maarten Jansen},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/133302},
year = {2006},
date = {2006-01-01},
journal = {Journal of the Royal Statistical Society. Series B. Methodological},
volume = {68},
number = {1},
pages = {27-48},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Aerschot, W. Van; Jansen, Maarten; Bultheel, A. Adaptive splitting for stabilizing 1-D wavelet decompositions Journal Article In: Signal processing, vol. 86, no. 9, pp. 2447-2463, 2006, (Language of publication: en). @article{info:hdl:2013/133303,
title = {Adaptive splitting for stabilizing 1-D wavelet decompositions},
author = {W. Van Aerschot and Maarten Jansen and A. Bultheel},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/133303},
year = {2006},
date = {2006-01-01},
journal = {Signal processing},
volume = {86},
number = {9},
pages = {2447-2463},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jansen, Maarten Minimum risk thresholds for data with heavy noise Journal Article In: IEEE signal processing letters, vol. 13, no. 5, pp. 296-299, 2006, (Language of publication: en). @article{info:hdl:2013/133304,
title = {Minimum risk thresholds for data with heavy noise},
author = {Maarten Jansen},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/133304},
year = {2006},
date = {2006-01-01},
journal = {IEEE signal processing letters},
volume = {13},
number = {5},
pages = {296-299},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Defrance, Matthieu; Touzet, Hél`ene Predicting transcription factor binding sites using local over-representation and comparative genomics. Journal Article In: BMC bioinformatics, vol. 7, pp. 396, 2006, (DOI: 10.1186/1471-2105-7-396). @article{info:hdl:2013/220524b,
title = {Predicting transcription factor binding sites using local over-representation and comparative genomics.},
author = {Matthieu Defrance and Hél`ene Touzet},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/220524},
year = {2006},
date = {2006-01-01},
journal = {BMC bioinformatics},
volume = {7},
pages = {396},
note = {DOI: 10.1186/1471-2105-7-396},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2005
|
Meyer, Patrick E; Caelen, Olivier; Bontempi, Gianluca Speeding up feature selection by using an information theoretic bound Journal Article In: BNAIC, pp. 166-173, 2005, (Language of publication: en). @article{info:hdl:2013/200954,
title = {Speeding up feature selection by using an information theoretic bound},
author = {Patrick E Meyer and Olivier Caelen and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/200954},
year = {2005},
date = {2005-01-01},
journal = {BNAIC},
pages = {166-173},
abstract = {The paper proposes a technique for speeding up the search of the optimal set of features in classification problems where the input variables are discrete or nominal. The approach is based on the definition of an upper bound on the mutual information between the target and a set of d input variables. This bound is derived as a function of the mutual information of its subsets of d - 1 cardinality. The rationale of the algorithm is to proceed to evaluate the mutual information of a subset only if the respective upper bound is sufficiently promising. The computation of the upper bound can thus be seen as a pre-estimation of a subset. We show that the principle of pre-estimating allows to explore a much higher number of combinations of inputs than the classical algorithm of forward selection by preserving the same computational complexity. Some preliminary results showing the effectiveness of the proposed technique with respect to the classical forward search are reported.},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
The paper proposes a technique for speeding up the search of the optimal set of features in classification problems where the input variables are discrete or nominal. The approach is based on the definition of an upper bound on the mutual information between the target and a set of d input variables. This bound is derived as a function of the mutual information of its subsets of d - 1 cardinality. The rationale of the algorithm is to proceed to evaluate the mutual information of a subset only if the respective upper bound is sufficiently promising. The computation of the upper bound can thus be seen as a pre-estimation of a subset. We show that the principle of pre-estimating allows to explore a much higher number of combinations of inputs than the classical algorithm of forward selection by preserving the same computational complexity. Some preliminary results showing the effectiveness of the proposed technique with respect to the classical forward search are reported. |
Caelen, Olivier; Bontempi, Gianluca How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: A comparison of state-of-art techniques Journal Article In: BNAIC, pp. 51-58, 2005, (Language of publication: en). @article{info:hdl:2013/200952,
title = {How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: A comparison of state-of-art techniques},
author = {Olivier Caelen and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/200952},
year = {2005},
date = {2005-01-01},
journal = {BNAIC},
pages = {51-58},
abstract = {The problem of selecting the best among several alternatives in a stochastic context has been the object of researcli in several domains: stochastic optimization, discrete-event stochastic simulation, experimental design. A particular instance of this problem is of particular relevance in machine learning where the search of the model which could best represent a finite set of data asks for comparing several alternatives on the basis of a finite set of noisy data. This paper aims to bridge a gap between these different communities by comparing experimentally the effectiveness of techniques proposed in the simulation and in the stochastic dynamic programming community in performing a model selection task. In particular, we will consider here a model selection task in regression where the alternatives are represented by a finite set of K-nearest neighbors models with different values of the structural parameter K. The techniques we compare are i) a two-stage selection technique proposed in the stochastic simulation community, ii) a stochastic dynamic programming approach conceived to address the multi-armed bandit problem, iii) a racing method, iv) a greedy approach, v) a round-search technique.},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
The problem of selecting the best among several alternatives in a stochastic context has been the object of researcli in several domains: stochastic optimization, discrete-event stochastic simulation, experimental design. A particular instance of this problem is of particular relevance in machine learning where the search of the model which could best represent a finite set of data asks for comparing several alternatives on the basis of a finite set of noisy data. This paper aims to bridge a gap between these different communities by comparing experimentally the effectiveness of techniques proposed in the simulation and in the stochastic dynamic programming community in performing a model selection task. In particular, we will consider here a model selection task in regression where the alternatives are represented by a finite set of K-nearest neighbors models with different values of the structural parameter K. The techniques we compare are i) a two-stage selection technique proposed in the stochastic simulation community, ii) a stochastic dynamic programming approach conceived to address the multi-armed bandit problem, iii) a racing method, iv) a greedy approach, v) a round-search technique. |
Villacci, Domenico D; Bontempi, Gianluca; Vaccaro, Alfredo A; Birattari, Mauro The role of learning methods in the dynamic assessment of power components loading capability Journal Article In: IEEE transactions on industrial electronics, vol. 52, no. 1, pp. 280-290, 2005, (DOI: 10.1109/TIE.2004.841072). @article{info:hdl:2013/69524,
title = {The role of learning methods in the dynamic assessment of power components loading capability},
author = {Domenico D Villacci and Gianluca Bontempi and Alfredo A Vaccaro and Mauro Birattari},
url = {https://dipot.ulb.ac.be/dspace/bitstream/2013/69524/1/69524.pdf},
year = {2005},
date = {2005-01-01},
journal = {IEEE transactions on industrial electronics},
volume = {52},
number = {1},
pages = {280-290},
note = {DOI: 10.1109/TIE.2004.841072},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bontempi, Gianluca; Birattari, Mauro; Meyer, Patrick E Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection Journal Article In: Lecture notes in computer science, pp. 393-396, 2005, (Language of publication: en). @article{info:hdl:2013/70733,
title = {Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection},
author = {Gianluca Bontempi and Mauro Birattari and Patrick E Meyer},
url = {https://dipot.ulb.ac.be/dspace/bitstream/2013/70733/1/70733.pdf},
year = {2005},
date = {2005-01-01},
journal = {Lecture notes in computer science},
pages = {393-396},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bontempi, Gianluca; Birattari, Mauro From linearization to lazy learning: A survey of divide-and-conquer techniques for nonlinear control Journal Article In: International journal of computational cognition, vol. 3, no. 1, pp. 56-73, 2005, (Language of publication: en). @article{info:hdl:2013/73382,
title = {From linearization to lazy learning: A survey of divide-and-conquer techniques for nonlinear control},
author = {Gianluca Bontempi and Mauro Birattari},
url = {https://dipot.ulb.ac.be/dspace/bitstream/2013/73382/1/73382.pdf},
year = {2005},
date = {2005-01-01},
journal = {International journal of computational cognition},
volume = {3},
number = {1},
pages = {56-73},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chu, Dominique; Lee, H; Lenaerts, Tom Emergence of uptake signals in bacterial DNA Journal Article In: Artificial life, vol. 11, no. 3, pp. 317-338, 2005, (Language of publication: en). @article{info:hdl:2013/205979,
title = {Emergence of uptake signals in bacterial DNA},
author = {Dominique Chu and H Lee and Tom Lenaerts},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/205979},
year = {2005},
date = {2005-01-01},
journal = {Artificial life},
volume = {11},
number = {3},
pages = {317-338},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Meyer, Patrick E; Caelen, Olivier; Bontempi, Gianluca Speeding up Feature Selection by Using an Information Theoretic Bound Proceedings Article In: 17th Belgian-Dutch Conference on Artificial Intelligence, pp. 166-173, 2005, (Conference: BNAIC 05(2005)). @inproceedings{info:hdl:2013/70737,
title = {Speeding up Feature Selection by Using an Information Theoretic Bound},
author = {Patrick E Meyer and Olivier Caelen and Gianluca Bontempi},
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year = {2005},
date = {2005-01-01},
booktitle = {17th Belgian-Dutch Conference on Artificial Intelligence},
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Caelen, Olivier; Bontempi, Gianluca How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques Proceedings Article In: Nowe, Ann (Ed.): Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence, pp. 51-58, KVAB, 2005, (Conference: Belgian-Dutch Conference on Artificial Intelligence(17)). @inproceedings{info:hdl:2013/76137,
title = {How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques},
author = {Olivier Caelen and Gianluca Bontempi},
editor = {Ann Nowe},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76137},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence},
pages = {51-58},
publisher = {KVAB},
note = {Conference: Belgian-Dutch Conference on Artificial Intelligence(17)},
keywords = {},
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Borgne, Yann-A"el Le; Bontempi, Gianluca Round robin cycle for predictions in wireless sensor networks Proceedings Article In: Proceedings of the 2nd IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp. 253-258, 2005, (Conference: (5-8 December 2005)). @inproceedings{info:hdl:2013/76138,
title = {Round robin cycle for predictions in wireless sensor networks},
author = {Yann-A{"e}l Le Borgne and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76138},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 2nd IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing},
pages = {253-258},
note = {Conference: (5-8 December 2005)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca On the use of feature selection to deal with the curse of dimensionality in microarray datasets Proceedings Article In: VIB Microarray Usergroup Meeting, 2005, (Conference: (16-18 November 2005: Gent, Belgium)). @inproceedings{info:hdl:2013/76144,
title = {On the use of feature selection to deal with the curse of dimensionality in microarray datasets},
author = {Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76144},
year = {2005},
date = {2005-01-01},
booktitle = {VIB Microarray Usergroup Meeting},
note = {Conference: (16-18 November 2005: Gent, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca; Borgne, Yann-A"el Le; Moussaid, Mehdi Adaptive data mining for sensor network data Proceedings Article In: Belgian Data Mining Day, 2005, (Conference: (27 March 2005: Antwerp, Belgium)). @inproceedings{info:hdl:2013/76143,
title = {Adaptive data mining for sensor network data},
author = {Gianluca Bontempi and Yann-A{"e}l Le Borgne and Mehdi Moussaid},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76143},
year = {2005},
date = {2005-01-01},
booktitle = {Belgian Data Mining Day},
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Beaugendre, F; Kabeya, Benjamin Tshibasu; Bontempi, Gianluca; Marechal, G AIDAR: Adressage et Indexation de documents multimédias assistés par des techniques de reconnaissance vocale Proceedings Article In: 11th ACF (Audiovisual Creative Fair), 2005, (Conference: (16-19 November 2005: Brussels, Belgium)). @inproceedings{info:hdl:2013/76145,
title = {AIDAR: Adressage et Indexation de documents multimédias assistés par des techniques de reconnaissance vocale},
author = {F Beaugendre and Benjamin Tshibasu Kabeya and Gianluca Bontempi and G Marechal},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76145},
year = {2005},
date = {2005-01-01},
booktitle = {11th ACF (Audiovisual Creative Fair)},
note = {Conference: (16-19 November 2005: Brussels, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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Bontempi, Gianluca; Borgne, Yann-A"el Le An adaptive modular approach to the mining of sensor network data Proceedings Article In: Siam Data Mining 2005 workshop on "Data mining in sensor networks", 2005, (Language of publication: en). @inproceedings{info:hdl:2013/76141,
title = {An adaptive modular approach to the mining of sensor network data},
author = {Gianluca Bontempi and Yann-A{"e}l Le Borgne},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76141},
year = {2005},
date = {2005-01-01},
booktitle = {Siam Data Mining 2005 workshop on "Data mining in sensor networks"},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca Structural feature selection for wrapper methods Proceedings Article In: Proceedings of ESANN 2005, 2005, (Conference: European Symposium on Artificial Neural Networks(Bruges, Belgium)). @inproceedings{info:hdl:2013/76136,
title = {Structural feature selection for wrapper methods},
author = {Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76136},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of ESANN 2005},
note = {Conference: European Symposium on Artificial Neural Networks(Bruges, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca; Haibe-Kains, Benjamin Feature selection methods for mining bioinformatics data Proceedings Article In: The interface between Data Mining and Operations Research ORBEL One-day Symposium, 2005, (Conference: (16 March 2005: Brussels, Belgium)). @inproceedings{info:hdl:2013/76142,
title = {Feature selection methods for mining bioinformatics data},
author = {Gianluca Bontempi and Benjamin Haibe-Kains},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76142},
year = {2005},
date = {2005-01-01},
booktitle = {The interface between Data Mining and Operations Research ORBEL One-day Symposium},
note = {Conference: (16 March 2005: Brussels, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Defaweux, Anne; Lenaerts, Tom; van Hemert, Jano J; Parent, Johan A study on the impact of the initial population in a transition based evolutionary algorithm Journal Article In: Computer Society ..., pp. 196-203, 2005, (Language of publication: en). @article{info:hdl:2013/70662,
title = {A study on the impact of the initial population in a transition based evolutionary algorithm},
author = {Anne Defaweux and Tom Lenaerts and Jano J van Hemert and Johan Parent},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70662},
year = {2005},
date = {2005-01-01},
journal = {Computer Society ...},
pages = {196-203},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Defaweux, Anne; Lenaerts, Tom; van Hemert, Jano J; Parent, Johan Transition models as an incremental approach for problem solving in evolutionary algorithms Journal Article In: Lecture notes in computer science, pp. 599-606, 2005, (Language of publication: en). @article{info:hdl:2013/70661,
title = {Transition models as an incremental approach for problem solving in evolutionary algorithms},
author = {Anne Defaweux and Tom Lenaerts and Jano J van Hemert and Johan Parent},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70661},
year = {2005},
date = {2005-01-01},
journal = {Lecture notes in computer science},
pages = {599-606},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Caelen, Olivier; Bontempi, Gianluca How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques Proceedings Article In: Nowe, Ann (Ed.): Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence, pp. 51-58, KVAB, 2005, (Conference: Belgian-Dutch Conference on Artificial Intelligence(17)). @inproceedings{info:hdl:2013/76137b,
title = {How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques},
author = {Olivier Caelen and Gianluca Bontempi},
editor = {Ann Nowe},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76137},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence},
pages = {51-58},
publisher = {KVAB},
note = {Conference: Belgian-Dutch Conference on Artificial Intelligence(17)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Borgne, Yann-A"el Le; Bontempi, Gianluca Round robin cycle for predictions in wireless sensor networks Proceedings Article In: Proceedings of the 2nd IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp. 253-258, 2005, (Conference: (5-8 December 2005)). @inproceedings{info:hdl:2013/76138b,
title = {Round robin cycle for predictions in wireless sensor networks},
author = {Yann-A"el Le Borgne and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76138},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 2nd IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing},
pages = {253-258},
note = {Conference: (5-8 December 2005)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca; Borgne, Yann-A"el Le An adaptive modular approach to the mining of sensor network data Proceedings Article In: Siam Data Mining 2005 workshop on "Data mining in sensor networks", 2005, (Language of publication: en). @inproceedings{info:hdl:2013/76141b,
title = {An adaptive modular approach to the mining of sensor network data},
author = {Gianluca Bontempi and Yann-A"el Le Borgne},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76141},
year = {2005},
date = {2005-01-01},
booktitle = {Siam Data Mining 2005 workshop on "Data mining in sensor networks"},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bontempi, Gianluca Structural feature selection for wrapper methods Proceedings Article In: Proceedings of ESANN 2005, 2005, (Conference: European Symposium on Artificial Neural Networks(Bruges, Belgium)). @inproceedings{info:hdl:2013/76136b,
title = {Structural feature selection for wrapper methods},
author = {Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76136},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of ESANN 2005},
note = {Conference: European Symposium on Artificial Neural Networks(Bruges, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lenaerts, Tom; Chu, Dominique; Watson, Alan Dynamical Hierarchies Journal Article In: Artificial life, vol. 11, no. 4, pp. 403-405, 2005, (Language of publication: en). @article{info:hdl:2013/70650,
title = {Dynamical Hierarchies},
author = {Tom Lenaerts and Dominique Chu and Alan Watson},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70650},
year = {2005},
date = {2005-01-01},
journal = {Artificial life},
volume = {11},
number = {4},
pages = {403-405},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bontempi, Gianluca On the use of feature selection to deal with the curse of dimensionality in microarray datasets Proceedings Article In: VIB Microarray Usergroup Meeting, 2005, (Conference: (16-18 November 2005: Gent, Belgium)). @inproceedings{info:hdl:2013/76144b,
title = {On the use of feature selection to deal with the curse of dimensionality in microarray datasets},
author = {Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76144},
year = {2005},
date = {2005-01-01},
booktitle = {VIB Microarray Usergroup Meeting},
note = {Conference: (16-18 November 2005: Gent, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chu, Dominique; Lee, Hoong-Chien; Lenaerts, Tom Evolution of DNA uptake signal sequences Journal Article In: Artificial life, vol. 11, no. 3, pp. 317-338, 2005, (DOI: 10.1162/1064546054407176). @article{info:hdl:2013/69859,
title = {Evolution of DNA uptake signal sequences},
author = {Dominique Chu and Hoong-Chien Lee and Tom Lenaerts},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69859},
year = {2005},
date = {2005-01-01},
journal = {Artificial life},
volume = {11},
number = {3},
pages = {317-338},
note = {DOI: 10.1162/1064546054407176},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bontempi, Gianluca; Haibe-Kains, Benjamin Feature selection methods for mining bioinformatics data Proceedings Article In: The interface between Data Mining and Operations Research ORBEL One-day Symposium, 2005, (Conference: (16 March 2005: Brussels, Belgium)). @inproceedings{info:hdl:2013/76142b,
title = {Feature selection methods for mining bioinformatics data},
author = {Gianluca Bontempi and Benjamin Haibe-Kains},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76142},
year = {2005},
date = {2005-01-01},
booktitle = {The interface between Data Mining and Operations Research ORBEL One-day Symposium},
note = {Conference: (16 March 2005: Brussels, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Defaweux, Anne; Lenaerts, Tom; van Hemert, Jano J Evolutionary transitions as a metaphor for evolutionary optimisation Journal Article In: Lecture notes in computer science, vol. 3630 LNAI, pp. 342-352, 2005, (DOI: 10.1007/11553090_35). @article{info:hdl:2013/69856,
title = {Evolutionary transitions as a metaphor for evolutionary optimisation},
author = {Anne Defaweux and Tom Lenaerts and Jano J van Hemert},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69856},
year = {2005},
date = {2005-01-01},
journal = {Lecture notes in computer science},
volume = {3630 LNAI},
pages = {342-352},
note = {DOI: 10.1007/11553090_35},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bontempi, Gianluca; Borgne, Yann-A"el Le; Moussaid, Mehdi Adaptive data mining for sensor network data Proceedings Article In: Belgian Data Mining Day, 2005, (Conference: (27 March 2005: Antwerp, Belgium)). @inproceedings{info:hdl:2013/76143b,
title = {Adaptive data mining for sensor network data},
author = {Gianluca Bontempi and Yann-A"el Le Borgne and Mehdi Moussaid},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76143},
year = {2005},
date = {2005-01-01},
booktitle = {Belgian Data Mining Day},
note = {Conference: (27 March 2005: Antwerp, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lenaerts, Tom; Jansen, Bart; Tuyls, Karl; Vylder, Bart De The evolutionary language game: An orthogonal approach Journal Article In: Journal of theoretical biology, vol. 235, no. 4, pp. 566-582, 2005, (DOI: 10.1016/j.jtbi.2005.02.009). @article{info:hdl:2013/69855,
title = {The evolutionary language game: An orthogonal approach},
author = {Tom Lenaerts and Bart Jansen and Karl Tuyls and Bart De Vylder},
url = {https://dipot.ulb.ac.be/dspace/bitstream/2013/69855/1/Elsevier_46965.pdf},
year = {2005},
date = {2005-01-01},
journal = {Journal of theoretical biology},
volume = {235},
number = {4},
pages = {566-582},
abstract = {Evolutionary game dynamics have been proposed as a mathematical framework for the cultural evolution of language and more specifically the evolution of vocabulary. This article discusses a model that is mutually exclusive in its underlying principals with some previously suggested models. The model describes how individuals in a population culturally acquire a vocabulary by actively participating in the acquisition process instead of passively observing and communicate through peer-to-peer interactions instead of vertical parent-offspring relations. Concretely, a notion of social/cultural learning called the naming game is first abstracted using learning theory. This abstraction defines the required cultural transmission mechanism for an evolutionary process. Second, the derived transmission system is expressed in terms of the well-known selection-mutation model defined in the context of evolutionary dynamics. In this way, the analogy between social learning and evolution at the level of meaning-word associations is made explicit. Although only horizontal and oblique transmission structures will be considered, extensions to vertical structures over different genetic generations can easily be incorporated. We provide a number of simplified experiments to clarify our reasoning. copyright 2005 Elsevier Ltd. All rights reserved.},
note = {DOI: 10.1016/j.jtbi.2005.02.009},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Evolutionary game dynamics have been proposed as a mathematical framework for the cultural evolution of language and more specifically the evolution of vocabulary. This article discusses a model that is mutually exclusive in its underlying principals with some previously suggested models. The model describes how individuals in a population culturally acquire a vocabulary by actively participating in the acquisition process instead of passively observing and communicate through peer-to-peer interactions instead of vertical parent-offspring relations. Concretely, a notion of social/cultural learning called the naming game is first abstracted using learning theory. This abstraction defines the required cultural transmission mechanism for an evolutionary process. Second, the derived transmission system is expressed in terms of the well-known selection-mutation model defined in the context of evolutionary dynamics. In this way, the analogy between social learning and evolution at the level of meaning-word associations is made explicit. Although only horizontal and oblique transmission structures will be considered, extensions to vertical structures over different genetic generations can easily be incorporated. We provide a number of simplified experiments to clarify our reasoning. copyright 2005 Elsevier Ltd. All rights reserved. |
Beaugendre, F.; Kabeya, Benjamin Tshibasu; Bontempi, Gianluca; Marechal, G. AIDAR: Adressage et Indexation de documents multimédias assistés par des techniques de reconnaissance vocale Proceedings Article In: 11th ACF (Audiovisual Creative Fair), 2005, (Conference: (16-19 November 2005: Brussels, Belgium)). @inproceedings{info:hdl:2013/76145b,
title = {AIDAR: Adressage et Indexation de documents multimédias assistés par des techniques de reconnaissance vocale},
author = {F. Beaugendre and Benjamin Tshibasu Kabeya and Gianluca Bontempi and G. Marechal},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/76145},
year = {2005},
date = {2005-01-01},
booktitle = {11th ACF (Audiovisual Creative Fair)},
note = {Conference: (16-19 November 2005: Brussels, Belgium)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Meyer, Patrick E.; Caelen, Olivier; Bontempi, Gianluca Speeding up Feature Selection by Using an Information Theoretic Bound Proceedings Article In: 17th Belgian-Dutch Conference on Artificial Intelligence, pp. 166-173, 2005, (Conference: BNAIC 05(2005)). @inproceedings{info:hdl:2013/70737b,
title = {Speeding up Feature Selection by Using an Information Theoretic Bound},
author = {Patrick E. Meyer and Olivier Caelen and Gianluca Bontempi},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/70737},
year = {2005},
date = {2005-01-01},
booktitle = {17th Belgian-Dutch Conference on Artificial Intelligence},
pages = {166-173},
note = {Conference: BNAIC 05(2005)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Aerschot, W. Van; Jansen, Maarten; Bultheel, A. Normal Offsets for digital image compression Proceedings Article In: Optics East, Wavelet Applications in Industrial Processing III, pp. 148-159, 2005, (Language of publication: en). @inproceedings{info:hdl:2013/134735,
title = {Normal Offsets for digital image compression},
author = {W. Van Aerschot and Maarten Jansen and A. Bultheel},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/134735},
year = {2005},
date = {2005-01-01},
booktitle = {Optics East, Wavelet Applications in Industrial Processing III},
pages = {148-159},
series = {SPIE Proceedings},
note = {Language of publication: en},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bersini, Hugues; Lenaerts, Tom; Santos, Francisco C Growing biochemical networks: Identifying the intrinsic properties Journal Article In: Lecture notes in computer science, vol. 3630 LNAI, pp. 864-873, 2005, (DOI: 10.1007/11553090_87). @article{info:hdl:2013/69802,
title = {Growing biochemical networks: Identifying the intrinsic properties},
author = {Hugues Bersini and Tom Lenaerts and Francisco C Santos},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69802},
year = {2005},
date = {2005-01-01},
journal = {Lecture notes in computer science},
volume = {3630 LNAI},
pages = {864-873},
note = {DOI: 10.1007/11553090_87},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bersini, Hugues; Lenaerts, Tom; den Broeck, Wouter Van Is scale-free a realistic topology for evolving biochemical networks? Journal Article In: AIP Conference Proceedings, vol. 776, pp. 227-251, 2005, (DOI: 10.1063/1.1985391). @article{info:hdl:2013/69798,
title = {Is scale-free a realistic topology for evolving biochemical networks?},
author = {Hugues Bersini and Tom Lenaerts and Wouter Van den Broeck},
url = {http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/69798},
year = {2005},
date = {2005-01-01},
journal = {AIP Conference Proceedings},
volume = {776},
pages = {227-251},
note = {DOI: 10.1063/1.1985391},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|