Publications

Papillon-Cavanagh S, De Jay N, Hachem N, Olsen C, Bontempi G, Aerts H, Quackenbush J, Haibe-Kains B. Comparison and Validation of Genomic Predictors for Anticancer Drug Sensitivity. Journal of the American Medical Informatics Association. 2013.

Le Borgne Y, Bontempi G, Bonnechère B, Salvia P, Degelaen M, Van Sint Jan S. Data mining toolbox for gait analysis in children with cerebral palsy.

Traulsen A, Lenaerts T, Pacheco JM, Dingli D. On the dynamics of neutral mutations in a mathematical model for a homogeneous stem cell population. Journal of The Royal Society Interface [Internet]. 2013.

Le Borgne Y, Bonnechère B, Salvia P, Van Sint Jan S, Bontempi G. Fouille de données pour l'analyse de la marche de patients atteints d'infirmité motrice cérébrale (ICT4Rehab).

Bontempi G, Ben Taieb S, Le Borgne Y. Machine Learning Strategies for Time Series Forecasting.

Hautphenne S, Guy Latouche, Nguyen GT. Markovian trees subject to catastrophes: Would they survive forever?. In: Guy Latouche, Ramaswami V, Sethuraman J, Sigman K, Squillante MS, Yao DD Matrix-Analytic Methods in Stochastic Models. Vol. 27. Matrix-Analytic Methods in Stochastic Models. ; 2013. p. 87–106.

Lerman L, Bontempi G, Markowitch O. Power analysis attack: an approach based on machine learning. International Journal of Applied Cryptography. 2013.

Lerman L, Fernandes F, Veshchikov N, Meuter C, Bontempi G, Markowitch O. Semi-Supervised Template Attack.

Bontempi G. A statistic criterion for reducing indeterminacy in linear causal modeling. ICPRAM 2103 Conference. 2013.

Guy Latouche, Nguyen GT, Palmowski Z. Two-dimensional fluid queues with temporary assistance. In: Guy Latouche, Ramaswami V, Sethuraman J, Sigman K, Squillante MS, Yao DD Matrix-Analytic Methods in Stochastic Models. Vol. 27. Matrix-Analytic Methods in Stochastic Models. ; 2013. p. 187–207.

Cilia E, Vuister GW, Lenaerts T. Accurate Prediction of the Dynamical Changes within the Second PDZ Domain of PTP1e. PLoS Comput Biol [Internet]. 2012:e1002794 - .

Vaccaro A, Bontempi G, Ben Taieb S, Villacci D. Adaptive local learning techniques for multiple-step-ahead wind speed forecasting. Electric Power Systems Research. 2012:129-135.

Youssef KK, Lapouge G, Bouvrée K, Rorive S, Brohée S, Appelstein O, Larsimont J-C, Sukumaran V, {Van de Sande} B, Pucci D, et al. Adult interfollicular tumour-initiating cells are reprogrammed into an embryonic hair follicle progenitor-like fate during basal cell carcinoma initiation. Nat Cell Biol [Internet]. 2012:1282–1294.

Falda M, Toppo S, Pescarolo A, Lavezzo E, Di Camillo B, Facchinetti A, Cilia E, Velasco R, Fontana P. Argot2: a large scale function prediction tool relying on semantic similarity of weighted Gene Ontology terms. BMC Bioinformatics. 2012:S14.

Meyer PE, Bontempi G. Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data.

Jiang S, Guy Latouche, Liu Y. Computing issues for the steady probabilities for quasi-birth-death process with a continuous phase set based on wavelet transform.

Mihaylov {M, Le Borgne Y, Tuyls K, Nowé A. Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks. International Journal of Communication Networks and Distributed Systems. 2012:207–224.

Mascré G, Dekoninck S, Drogat B, Youssef KK, Brohée S, Sotiropoulou PA, Simons BD, Blanpain C. Distinct contribution of stem and progenitor cells to epidermal maintenance. Nature [Internet]. 2012:257–262.

Brohée S, Bontempi G. D-peaks: A visual tool to display ChIP-seq peaks along the genome. Transcription. 2012.

van Segbroeck S, Pacheco JM, Lenaerts T, Santos FC. Emergence of Fairness in Repeated Group Interactions. Phys. Rev. Lett. [Internet]. 2012:158104.

Lopes M, Meyer P, Bontepi G. Estimation of temporal lags for the inference of gene regulatory networks from time series.

Hautphenne S, Guy Latouche, Nguyen GT. Extinction probabilities of branching processes with countably infinitely many types. Submitted for publication. 2012.

Borkar V, Ejov V, Filar JA, Nguyen GT. Hamiltonian cycles and Markov chains.; 2012 p. .

Krzesinski AE, Latouche G, Taylor PG. How do we encourage an egoist to act socially in an ad hoc mobile network?. Computer Networks. 2012:3499–3510.

Lerman L, Markowitch O, Jr. NJ. Key Management as a Service.