Publications

Journals and Conferences Publications

1069 entries « 18 of 22 »

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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

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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).

Links | BibTeX

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).

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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-art techniques Journal Article

In: BNAIC, pp. 51-58, 2005, (Language of publication: en).

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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).

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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).

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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).

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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).

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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)).

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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)).

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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)).

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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)).

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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)).

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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)).

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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).

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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)).

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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)).

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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).

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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).

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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)).

Links | BibTeX

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)).

Links | BibTeX

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).

Links | BibTeX

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)).

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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).

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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)).

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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).

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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)).

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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).

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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)).

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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).

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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)).

Links | BibTeX

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)).

Links | BibTeX

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).

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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).

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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).

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1069 entries « 18 of 22 »