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2010
Segbroeck SV, Santos FC, Pacheco JM, Lenaerts T. Coevolution of Cooperation, Response to Adverse Social Ties and Network Structure. Games. 2010:317–337.
Iolis B, Bontempi G. Comparison of Selection Strategies in Monte Carlo Tree Search for Computer Poker. BeNeLearn2010, The annual machine learning conference of Belgium and The Netherlands. 2010.
Bontempi G, Ben Taieb S. Conditionally dependent strategies for multi-step-ahead prediction in local learning. International Journal of Forecasting. 2010.
Mihaylov M, Le Borgne Y, Nowé A, Tuyls K. Decentralized Reinforcement Learning for Wake-up Scheduling.
Le Borgne Y, Nowé A, Steenhaut K, Bontempi G. Demo Abstract: Demonstrating Principal Component Aggregation for Distributed Spatial Pattern Recognition. In: Abdelzaher T, Voigt T, Wolisz A Proceedings of the 9th IEEE/ACM Conference on Information Processing in Sensor Networks. Proceedings of the 9th IEEE/ACM Conference on Information Processing in Sensor Networks. ; 2010. p. 430-431.
Le Borgne Y, Nowé A, Steenhaut K. Distributed regression for high-level feature extraction in wireless sensor networks. In: Altman E, Basar T, Chlamtac I Proceedings of the 7th IEEE Conference on Networked Sensing Systems. Proceedings of the 7th IEEE Conference on Networked Sensing Systems. ; 2010. p. 249 – 252.
Caelen O, Bontempi G. A dynamic programming strategy to balance exploration and exploitation in the bandit problem. Annals of Mathematics and Artificial Intelligence. 2010.
Juul N, Eklund AC, Li Q, Burrell RA, Gerlinger M, Valero V, Andreopoulou E, Esteva FJ, Symmans FW, Desmedt C, et al. Evaluation of an RNA interference screen-derived mitotic and ceramide pathway meta- gene in paclitaxel-treated primary ER-/PR-/ERBB2- breast cancer: a retrospective analysis of five clinical trials. Lancet Oncology. 2010.
Dingli D, Traulsen A, Lenaerts T, Pacheco JM. Evolutionary dynamics of chronic myeloid leukemia. Genes Cancer [Internet]. 2010:309–15.
Cilia E, Passerini A. Frankenstein Junior: a relational learning approach toward protein engineering. Proceedings of the Annotation, Interpretation and Management of Mutations (AIMM) Workshop@ECCB2010 [Internet]. 2010.
Haibe-Kains B, Desmedt C, Rothé F, Piccart M, Sotiriou C, Bontempi G. A fuzzy gene expression-based computational approach improves breast cancer prognostication. Genome Biology. 2010.
Cilia E, Ammendola S. Identification of the amino acid residues affecting the catalytic pocket of the Sulfolobus solfataricus signature amidase. Protein and peptide letters [Internet]. 2010:146-50.
Segbroeck VS, Jong DS, Nowé A, Santos FC, Lenaerts T. Learning to coordinate in complex networks. Adaptive Behavoir [Internet]. 2010:416–427.
Abughalieh N, Le Borgne Y, Nowé A, Steenhaut K. Lifetime Optimization for Sensor Networks with Correlated Data Gathering. In: Altman E, Basar T, Chlamtac I Proceedings of the 7th IEEE Conference on Networked Sensing Systems. Proceedings of the 7th IEEE Conference on Networked Sensing Systems. ; 2010. p. 252 – 258.
Le Calvé B, Rynkowski M, Le Mercier M, Bruyère C, Lonez C, Gras T, Haibe-Kains B, Bontempi G, Decaestecker C, Ruysschaert JM, et al. Long term in vitro treatment of human glioblastoma cells with temozolomide increases resistance in vivo through up-regulation of GLUT transporter and aldo-keto reductase enzyme AKR1C expression. Neoplasia. 2010.
Lamoral-Theys D, Le Mercier M, Le Calvé B, Rynkowski MA, Bruyère C, Decaestecker C, Haibe-Kains B, Bontempi G, Dubois J, Lefranc F, et al. Long-term Temozolomide Treatment Induces Marked Amino Metabolism Modifications and an Increase in TMZ Sensitivity in Hs683 Oligodendroglioma Cells. Neoplasia. 2010.
Toussaint J, Durbecq V, Altintas S, Doriath V, Rouas G, Paesmans M, Bedard P, Haibe-Kains B, Tjalma WA, Larsimont D, et al. Low CD10 mRNA expression identifies high-risk ductal carcinoma in situ (DCIS). PLoS ONE. 2010.
Loi S, Haibe-Kains B, Majjaj S, Lallemand F, Durbecq V, Larsimont D, Gonzalez-Angulo AM, Pusztai L, Symmans FW, Bardelli A, et al. PIK3CA mutations associated with gene signature of low mTORC1 signaling and better outcomes in estrogen receptor positive breast cancer. PNAS. 2010.
Mascia F, Cilia E, Brunato M, Passerini A. Predicting Structural and Functional Sites in Proteins by Searching for Maximum-Weight Cliques. Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI-10) [Internet]. 2010:1274–1279.
Haibe-Kains B, Culhane AC, Desmedt C, Bontempi G, Quackenbush J, Sotiriou C. Robustness of breast cancer molecular subtypes identification. Annals of Oncology. 2010.
Moore F, Naamane N, Colli ML, Bouckenooghe T, Ortis F, Gurzov EN, Igoillo-Esteve M, Mathieu C, Bontempi G, Thykjaer T, et al. STAT1 is a master regulator of pancreatic beta cells apoptosis and islet inflammation. J. Biol. Chem. 2010.
Dricot JM, Bontempi G, Doncker PD. Static and dynamic localization techniques for wireless sensor networks. In: Ferrari G Sensor Networks: Where Theory Meets Practice. Sensor Networks: Where Theory Meets Practice. ; 2010. p. .
Cilia E, Passerini A. Statistical and relational learning for understanding enzyme function. Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento [Internet]. 2010.
Lenaerts T, Pacheco JM, Traulsen A, Dingli D. Tyrosine kinase inhibitor therapy can cure chronic myeloid leukemia without hitting leukemic stem cells. Haematologica. 2010:900–7.

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