Publications

Bontempi G, Vaccaro A, Villacci D. Data driven calibration of Power Conductors Thermal Model for Overhead Lines overload protection. International Journal of Reliability and Safety. 2008:5-18.

Le Borgne Y, S. Raybaud, Bontempi G. Distributed principal component analysis for wireless sensor networks. Sensors Journal [Internet]. 2008:4821–4850.

Le Borgne Y, Raybaud S, Bontempi G. Distributed principal component analysis for wireless sensor networks. Sensors Journal. 2008:4821–4850.

Gershenson C, Lenaerts T. Evolution of complexity. Artif Life [Internet]. 2008:241–3.

Segbroeck SV, Santos FC, Nowé A, Pacheco JM, Lenaerts T. The evolution of prompt reaction to adverse ties. BMC Evol Biol [Internet]. 2008:287.

Caelen O, Bontempi G. On the evolution of the expected gain of a greedy action in the bandit problem.

Journe F, Durbecq V, Haibe-Kains B, Chaboteaux C, Rouas G, Laurent G, Larsimont D, Piccart MJ, Body JJ, Sotiriou C, et al. Farnesoid X receptor (FXR) status complements the evaluation of estrogen receptor alpha (ER) in breast cancer (BC) patients and predicts benefit from tamoxifen. European Journal of Cancer Supplements. 2008:112.

Stamatopoulos B, Haibe-Kains B, Meuleman N, Bron D, Martiat P, Lagneaux L. Gene expression profiles based on ZAP70 mRNA level.

Olsen C, Meyer PE, Bontempi G. On the impact of entropy estimator in transcriptional regulatory network inference.

Meyer PE, Schretter C, Bontempi G. Information-Theoretic Feature Selection in Microarray Data using Variable Complementarity. IEEE Journal of Selected Topics in Signal Processing. 2008:261-274.

Le Mercier M, Mathieu V, Haibe-Kains B, Bontempi G, Mijatovic T, Decaestecker C, Kiss R, Lefranc F. Knocking Down Galectin 1 in Human Hs683 Glioblastoma Cells Impairs Both Angiogenesis and Endoplasmic Reticulum Stress Responses. Journal of Neuropathology and Experimental Neurology. 2008:356-469.

Bontempi G. Long Term Time Series Prediction with Multi-Input Multi-Output Local Learning.

Kontos K, Godard P, André B, van Helden J, Bontempi G. Machine learning techniques to identify putative genes involved in nitrogen catabolite repression in the yeast \textitSaccharomyces cerevisiae. BMC Proceedings. 2008:S5.

Wirapati P, Sotiriou C, Kunkel S, Farmer P, Pradervand S, Haibe-Kains B, Desmedt C, Ignatiadis M, Sengstag T, Schutz F, et al. Meta-analysis of gene expression profiles in breast cancer: toward a unified understanding of breast cancer subtyping and prognosis signatures. Breast Cancer Research [Internet]. 2008:R65.

Sotiriou C, Loi S, McArthur G, Haibe-Kains B. Method and kit for the detection of genes associated with PIK3CA mutation and involved in PI3K/AKT pathway activation in the ER-positive and HER2- positive subtypes with clinical implications. [Internet]. 2008.

Sotiriou C, Desmedt C, Haibe-Kains B. Methods and tools for prognosis of cancer in ER- patients. [Internet]. 2008.

Sotiriou C, Desmedt C, Haibe-Kains B. Methods and tools for prognosis of cancer in HER2+ patients. [Internet]. 2008.

Meyer PE, Lafitte F, Bontempi G. MINET: An open source R/Bioconductor Package for Mutual Information based Network Inference. BMC Bioinformatics. 2008.

Bontempi G, Meyer PE. A model-based relevance estimation approach for feature selection in microarray datasets. In: Proceedings of ICANN 2008. Vol. II. Proceedings of ICANN 2008. ; 2008. p. 21-31.

Dricot JM, Van Der Haegen M, Le Borgne Y, Bontempi G. A Modular Framework for User Localization and Tracking Using Machine Learning Techniques in Wireless Sensor Networks.

Dricot JM, Van Der Haegen M, Le Borgne Y, Bontempi G. A Modular Framework for User Localization and Tracking Using Machine Learning Techniques in Wireless Sensor Networks.

Toussaint J, Sieuwerts A, Durbecq V, Haibe-Kains B, Berns E, Harris AL, Larsimont D, Piccart M, Foekens J, Sotiriou C, et al. Molecular qRT-PCR grade index: a new tool for breast cancer (BC) patient grading improvement. European Journal of Cancer Supplements. 2008:140.

Kontos K, Bontempi G. Nested $q$-Partial Graphs for Genetic Network Inference from ``Small $n$, Large $p$'' Microarray Data.

Kontos K, Bontempi G. Nested $q$-Partial Graphs for Genetic Network Inference from ``Small $n$, Large $p$'' Microarray Data. In: Elloumi M, Küng J, Linial M, Murphy R, Schneider K, Toma C Proceedings of the 2nd International Conference on Bioinformatics Research and Development (BIRD 2008). Proceedings of the 2nd International Conference on Bioinformatics Research and Development (BIRD 2008). ; 2008. p. 273-287.

Miranda AA, Le Borgne Y, Bontempi G. New Routes from Minimal Approximation Error to Principal Components. Neural Processing Letters, Springer Netherlands. 2008:197 - 207.