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Publications

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2013
Jansen M. Multiscale local polynomial smoothing in a lifted pyramid for non-equispaced data. IEEE Transactions on Signal Processing. 2013:545-555.
Jansen M. Noise reduction in an adaptive multiscale local polynomial decomposition.
Dendievel S, Guy Latouche, Liu Y. Poisson's equation for discrete-time quasi-birth-and-death processes. Performance Evaluation. 2013:564–577.
Lerman L, Bontempi G, Markowitch O. Power analysis attack: an approach based on machine learning. International Journal of Applied Cryptography. 2013.
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.
Govorun M, Guy Latouche, Remiche M-A. Stability for fluid queues: characteristic inequalities. Stochastic Models. 2013:64–88.
Moulos P, Kanaris I, Bontempi G. Stability of feature selection algorithms for classification in high-throughput genomics datasets.
Han TA, Pereira LM. State-of-the-Art of Intention Recognition and its Use in Decision Making – A Research Summary. AI Communication Journal (forthcoming) [Internet]. 2013.
Bontempi G. A statistic criterion for reducing indeterminacy in linear causal modeling. ICPRAM 2103 Conference. 2013.
Pini G, Gagliolo M, Brutschy A, Dorigo M, Birattari M. Task partitioning in a robot swarm: a study on the effect of communication. Swarm Intelligence. 2013:173–199.
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.
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.
Van Sint Jan S, Wermenbol V, Van Bogaert P, Desloovere K, Degelaen M, Dan B, Salvia P, Ortibus E, Bonnechere B, Borgne Y-AL, et al. Une plate-forme technologique liée à la paralysie cérébrale-Le projet ICT4Rehab. MS. Médecine sciences. 2013:7.
Han TA, Pereira LM, Santos FC, Lenaerts T. Why Is It So Hard to Say Sorry: The Evolution of Apology with Commitments in the Iterated Prisoner's Dilemma.
2012
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.

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