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Publications

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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.
Lopes M, Bontempi G. On the Null Distribution of the Precision and Recall Curve. In: Machine Learning and Knowledge Discovery in Databases. Vol. 8725. Machine Learning and Knowledge Discovery in Databases. ; 2014. p. 322-337.
Iolis B, Bontempi G. Optimizing Component Combination in a Multi-Indexing Paragraph Retrieval System.
Lerman L, Bontempi G, Markowitch O. Power analysis attack: an approach based on machine learning. International Journal of Applied Cryptography. 2014:97-115.
Olsen C, Bontempi G, Emmert-Streib F, Quackenbush J, Haibe-Kains B. Relevance of different prior knowledge sources for inferring gene interaction networks. Frontiers in Genetics [Internet]. 2014.
Lopes M, Kutlu B, Miani M, Bang-Berthelsen CH, Størling J, Pociot F, Goodman N, Hood L, Welsh N, Bontempi G, et al. Temporal profiling of cytokine-induced genes in pancreatic Beta-cells by meta-analysis and network inference. Genomics. 2014.
Dal Pozzolo A, Johnson R, Caelen O, Waterschoot S, Chawla NV, Bontempi G. Using HDDT to avoid instances propagation in unbalanced and evolving data streams.

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