Articles dans des revues avec comité de lecture (157)
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Bizet, M., Defrance, M., Calonne, E., Bontempi, G., Sotiriou, C., Fuks, F., & Jeschke, J. (2022). Improving Infinium MethylationEPIC data processing: re-annotation of enhancers and long noncoding RNA genes and benchmarking of normalization methods. Epigenetics, 17(13), 2434-2454. doi:10.1080/15592294.2022.213520112.
Simar, C., Petit, R., Bozga, N., Leroy, A., Cebolla Alvarez, A. M., Petieau, M., Bontempi, G., & Chéron, G. (2022). Riemannian classification of single-trial surface EEG and sources during checkerboard and navigational images in humans. PloS one, 17(1), e0262417. doi:10.1371/journal.pone.026241713.
Paldino, G. M., De Caro, F., De Stefani, J., Vaccaro, A. A., Villacci, D. D., & Bontempi, G. (2022). A Digital Twin Approach for Improving Estimation Accuracy in Dynamic Thermal Rating of Transmission Lines. Energies, 15(6), 2254. doi:10.3390/en1506225415.
Lebichot, B., Verhelst, T., Le Borgne, Y.-A., He-Guelton, L., Oblé, F., & Bontempi, G. (2021). Transfer Learning Strategies for Credit Card Fraud Detection. IEEE access, 9, 114754-114766. doi:10.1109/ACCESS.2021.310447217.
Lebichot, B., Paldino, G. M., Siblini, W., He-Guelton, L., Oblé, F., & Bontempi, G. (2021). Incremental learning strategies for credit cards fraud detection. International journal of data science and analytics (Print), 12(2), 165-174. doi:10.1007/s41060-021-00258-018.
Bontempi, G., Chavarriaga, R., eD Canck, H., Girardi, E., Hoos, H. H., Kilbane-Dawe, I., Ball, T., Nowe, A., Sousa, J., Bacciu, D., Aldinucci, M., eD Domenico, M., Saffiotti, A., & Maratea, M. (2021). The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics and information technology. doi:10.1007/s10676-020-09567-720.
Verhelst, T., Shrestha, J., Mercier, D., Dewitte, J. C., & Bontempi, G. (2021). Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention. Lecture notes in computer science, 12986 LNAI, 44-54. doi:10.1007/978-3-030-88942-5_4