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Publications

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2013
Dedeurwaerder S, Defrance M, Bizet M, Calonne E, Bontempi G, Fuks F. A comprehensive overview of Infinium HumanMethylation450 data processing. Briefings in bioinformatics. 2013:bbt054.
Han TA, Pereira LM. Context-dependent incremental decision making scrutinizing the intentions of others via Bayesian network model construction. Intelligent Decision Technologies [Internet]. 2013:293–317.
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.
Lerat J-S, Han TA, Lenaerts T. Evolution of Common-pool Resources and Social Welfare in Structured Populations.
Lerat J-S, Han TA, Lenaerts T. Evolution of Common-Pool Resources and Social Welfare in Structured Populations.
Catteeuw D, Manderick B, Han TA. Evolutionary Stability of Honest Signaling in Finite Populations.
Lopes M, Bontempi G. Experimental assessment of static and dynamic algorithms for gene regulation inference from time series expression data. Frontiers in Genetics. 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).
Cilia E, Pancsa R, Tompa P, Lenaerts T, Vranken WF. From protein sequence to dynamics and disorder with DynaMine. Nat Commun [Internet]. 2013.
Haibe-Kains B, Desmedt C, Di Leo A, Azambuja E, Larsimont D, Selleslags J, Delaloge S, Duhem C, Kains JP, Carly B, et al. Genome-wide gene expression profiling to predict resistance to anthracyclines in breast cancer patients. Genomics Data. 2013.
Han TATAH, Pereira LM, Santos FC, Lenaerts T. Good agreements make good friends. Scientific reports [Internet]. 2013:2695.
Ben Taieb S, J Hyndman R. A gradient boosting approach to the Kaggle load forecasting competition. International Journal of Forecasting [Internet]. 2013:1–19.
Lerman L, Jr. JN, Veshchikov N. Improving Block Cipher Design by Rearranging Internal Operations. In: Samarati P SECRYPT 2013. SECRYPT 2013. ; 2013. p. 27-38.
Jansen M. Information criteria for variable selection under sparsity. {B}iometrika. 2013:–-.
Olsen C, Haibe-Kains B, Quackenbush J, Bontempi G. On the Integration of Prior Knowledge in the Inference of Regulatory Networks.
Han TA. Intention Recognition, Commitments and Their Roles in the Evolution of Cooperation: From Artificial Intelligence Techniques to Evolutionary Game Theory Models.; 2013 p. .
Han TA, Pereira LM. Intention-based Decision Making for Strategic Scenarios Dynamics via Computational Logic.
Guy Latouche, Mahmoodi S, Taylor PG. Level-phase independent stationary distributions for GI/M/1-type Markov chains with infinitely-many phases. Performance Evaluation. 2013:551–563.
Lerman L, Medeiros SF, Bontempi G, Markowitch O. A Machine Learning Approach Against a Masked AES. In: Francillon A, Rohatgi P CARDIS 2013. CARDIS 2013. ; 2013. p. 62–77.
Bontempi G, Ben Taieb S, Le Borgne Y. Machine Learning Strategies for Time Series Forecasting.
Bonnechere B, Wermenbol V, Dan B, Salvia P, Borgne Y-AL, Bontempi G, Vansummeren S, Sholukha V, Moiseev F, Jansen B, et al. Management and interpretation of medical data related to cerebral pasly: the ICT4 Rehab project. European journal of paediatric neurology. 2013:32.
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.
De Jay N, Papillon-Cavanagh S, Olsen C, El-Hachem N, Bontempi G, Haibe-Kains B. mRMRe: an R package for parallelized mRMR ensemble feature selection. Bioinformatics. 2013.
Jansen M. Multiscale local polynomial models for estimation and testing. In: Akritas M, Lahiri S  N, Politis D Topics in NonParametric Statistics. Topics in NonParametric Statistics. ; 2013. p. To Appear.

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