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2013
Trépo E, Nahon P, Bontempi G, Valenti L, Falleti E, Nischalke HD, Hamza S, Corradini SG, Burza MA, Guyot E, et al. Association between the PNPLA3 (rs738409 C> G) variant and hepatocellular carcinoma: evidence from a meta-analysis of individual participant data. Hepatology. 2013.
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.
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.
Lopes M, Bontempi G. Experimental assessment of static and dynamic algorithms for gene regulation inference from time series expression data. Frontiers in Genetics. 2013.
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.
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.
Dal Pozzolo A, Caelen O, Waterschoot S, Bontempi G. Racing for unbalanced methods selection.
Lerman L, Medeiros SF, Veshchikov N, Meuter C, Bontempi G, Markowitch O. Semi-Supervised Template Attack. In: Prouff E COSADE 2013. Vol. 7864. COSADE 2013. ; 2013. p. 184-199.
Moulos P, Kanaris I, Bontempi G. Stability of feature selection algorithms for classification in high-throughput genomics datasets.
Lerman L, Bontempi G, Ben Taieb S, Markowitch O. A Time Series Approach for Profiling Attack. In: Gierlichs B, Guilley S, Mukhopadhyay D Security, Privacy, and Applied Cryptography Engineering. Vol. 8204. Security, Privacy, and Applied Cryptography Engineering. ; 2013. p. 75-94.
2014
Carcillo F, Lima-Mendez G, Faust K, Raes J, Bontempi G. Abundance predictions of operational taxonomic units in ocean samples. [Internet]. 2014.
Trépo E, Nahon P, Bontempi G, Valenti L, Falleti E, Nischalke H-D, Hamza S, Corradini SG, Burza MA, Guyot E, et al. Association between the PNPLA3 (rs738409 C> G) variant and hepatocellular carcinoma: Evidence from a meta-analysis of individual participant data. Hepatology. 2014:2170–2177.
Reggiani C, Smits G, Vilain C, Bontempi G. Distinguish between pathogenic and bening cnv in rare disease: a feature selection approach.
Olsen C, Fleming K, Prendergast N, Rubio R, Emmert-Streib F, Bontempi G, Haibe-Kains B, Quackenbush J. Inference and validation of predictive gene networks from biomedical literature and gene expression data. Genomics [Internet]. 2014:-.
Dal Pozzolo A, Caelen O, Borgne Y-AL, Waterschoot S, Bontempi G. Learned lessons in credit card fraud detection from a practitioner perspective. Expert Systems with Applications. 2014.
Lerman L, Medeiros SF, Bontempi G, Markowitch O. A Machine Learning Approach Against a Masked AES. In: Francillon A, Rohatgi P Smart Card Research and Advanced Applications. Vol. 8419. Smart Card Research and Advanced Applications. ; 2014. p. 61–75.
Lerman L, Bontempi G, Markowitch O. A machine learning approach against a masked AES. Journal of Cryptographic Engineering. 2014:1-17.
Reggiani C, Borgne Y-AL, Dal Pozzolo A, Olsen C, Bontempi G. Minimum Redundancy Maximum Relevance: MapReduce implementation using Apache Hadoop.
Bontempi G. A Monte Carlo strategy for structured multiple-step-ahead time series prediction.

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