Publications

Lenaerts T, Castagnetti F, Traulsen A, Pacheco JM, Rosti G, Dingli D. Explaining the in vitro and in vivo differences in leukemia therapy. Cell Cycle. 2011:1540–4.

Miranda A, Olsen C, Bontempi G. Fourier spectral factor model for prediction of multidimensional signals. Signal processing [Internet]. 2011.

Haibe-Kains B, Schroeder M, Culhane AC, Bontempi G, Sotiriou C, Quackenbush J. GeneFu: Relevant Functions for Gene Expression Analysis, Especially in Breast Cancer. [Internet]. 2011.

Desmedt C, A. DL, de Azambuja E, Larsimont D, B. H-K, J. S, Delaloge S, Duhem C, Kains JP, Carly B, et al. Multifactorial Approach to Predicting Resistance to Anthracyclines. Journal Clinical Oncology [Internet]. 2011.

Bontempi G, Haibe-Kains B, Desmedt C, Sotiriou C, Quackenbush J. Multiple-input multiple-output causal strategies for gene selection. BMC bioinformatics. 2011:458.

Bontempi G. An optimal stopping strategy for online calibration in local search.

Haibe-Kains B, Olsen C, Djebbari A, Bontempi G, Correll M, Bouton C, Quackenbush J. Predictive networks: a flexible, open source, web application for integration and analysis of human gene networks. Nucleic Acids Research. 2011.

Caelen O, Cailloux O, Ghoundiwal D, Miranda AA, Barvais L, Bontempi G. Real-time prediction of an anesthetic monitor index using machine learning.

Ben Taieb S, Bontempi G. Recursive multi-step time series forecasting by perturbing data.

Cilia E, Landwehr N, Passerini A. Relational Feature Mining with Hierarchical Multitask kFOIL. Fundamenta Informaticae [Internet]. 2011:151–177.

Santos FC, Pinheiro FL, Lenaerts T, Pacheco JM. Role of diversity in the evolution of cooperation. Journal of theoretical biology [Internet]. 2011.

Bontempi G, Caelen O. A Selecting-the-Best Method for Budgeted Model Selection.

Segbroeck S, Santos F, Lenaerts T, Pacheco JM. Selection pressure transforms the nature of social dilemmas in adaptive networks. New Journal of Physics [Internet]. 2011.

Mihaylov M, Le Borgne Y, Tuyls K, Nowé A. Self-Organizing Synchronicity and Desynchronicity using Reinforcement Learning. Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (ICAART 2011) [Internet]. 2011:94-103.

Lerman L, Bontempi G, Markowitch O. Side channel attack: an approach based on machine learning.

Haibe-Kains B, Schroeder M, Sotiriou C, Bontempi G, Quackenbush J. SurvComp: Performance Assessment and Comparison for Survival Analysis. [Internet]. 2011.

Li Y, Zou L, Li Q, Haibe-Kains B, Tian R, Li Y, Desmedt C, Sotiriou C, Szallasi Z, Iglehart JD, et al. Amplification of LAPTM4B and YWHAZ contributes to chemotherapy resistance and recurrence of breast cancer. Nature Medecine. 2010.

Cilia E, Passerini A. Automatic prediction of catalytic residues by modeling residue structural neighborhood. BMC bioinformatics [Internet]. 2010:115.

Bontempi G, Meyer PE. Causal filter selection in microarray data. ICML'10, International Conference of Machine Learning [Internet]. 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.