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    List of publications of Gianluca Bontempi


      Peer-reviewed journal articles (156)
  1. 9. 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.0262417
  2. 10. 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:10.1080/15592294.2022.2135201
  3. 11. 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/en15062254
  4. 12. Paldino, G. M., De Stefani, J., De Caro, F., & Bontempi, G. (2021). Does AutoML Outperform Naive Forecasting? †. Engineering Proceedings, 5(1), 36. doi:10.3390/engproc2021005036
  5. 13. 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.2021.3104472
  6. 14. De Stefani, J., & Bontempi, G. (2021). Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series. Frontiers in Big Data, 4. doi:10.3389/fdata.2021.690267
  7. 15. 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/s41060-021-00258-0
  8. 16. 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/s10676-020-09567-7
  9. 17. Buroni, G., Bontempi, G., & Determe, K. (2021). A tutorial on network-wide multi-horizon traffic forecasting with deep learning. CEUR Workshop Proceedings, 2841.
  10. 18. Buroni, G., Lebichot, B., & Bontempi, G. (2021). AST-MTL: An Attention-based Multi-Task Learning Strategy for Traffic Forecasting. IEEE access. doi:10.1109/ACCESS.2021.3083412
  11. 19. 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
  12. 20. Colaprico, A., Olsen, C., Bailey, M., Odom, G. G., Terkelsen, T., Silva, T. C., Olsen, A. V., Cantini, L., Zinovyev, A., Barillot, E., Noushmehr, H., Bertoli, G., Castiglioni, I., Cava, C., Bontempi, G., Chen, X. S., & Papaleo, E. (2020). Interpreting pathways to discover cancer driver genes with Moonlight. Nature communications, 11(1), 69. doi:10.1038/s41467-019-13803-0
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