A new ensemble method for detecting anomalies in gene expression matrices L Selicato, F Esposito, G Gargano, MC Vegliante, G Opinto, GM Zaccaria, ... Mathematics 9 (8), 882, 2021 | 20 | 2021 |
Methods for hyperparameters optimization in learning approaches: an overview N Del Buono, F Esposito, L Selicato Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 13 | 2020 |
Nonnegative matrix factorization models for knowledge extraction from biomedical and other real world data F Esposito, N Del Buono, L Selicato PAMM 20 (1), e202000032, 2021 | 12 | 2021 |
Effect of preoperative music therapy versus intravenous midazolam on anxiety, sedation and stress in stomatology surgery: a randomized controlled study F Giordano, M Giglio, I Sorrentino, F Dell’Olio, P Lorusso, M Massaro, ... Journal of Clinical Medicine 12 (9), 3215, 2023 | 8 | 2023 |
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization N Del Buono, F Esposito, L Selicato, R Zdunek Applied Mathematics and Computation 457, 128184, 2023 | 2 | 2023 |
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations N Del Buono, F Esposito, L Selicato, R Zdunek arXiv preprint arXiv:2203.13129, 2022 | 1 | 2022 |
Toward a new approach for tuning regularization hyperparameter in Nmf N Del Buono, F Esposito, L Selicato International Conference on Machine Learning, Optimization, and Data Science …, 2021 | 1 | 2021 |
Theoretical aspects in penalty hyperparameters optimization F Esposito, L Selicato, C Sportelli Mediterranean Journal of Mathematics 20 (6), 300, 2023 | | 2023 |
Detecting Anomalies in Marine Data: A Framework for Time Series Analysis N Del Buono, F Esposito, G Gargano, L Selicato, N Taggio, G Ceriola, ... International Conference on Machine Learning, Optimization, and Data Science …, 2022 | | 2022 |
Low rank approaches for the analysis of real data from pre to post processing F Esposito, L Selicato, N Del Buono PROCEEDINGS OF SIMAI 2020+ 21, 2021 | | 2021 |
How to deal with hyperparmeter optimization in matrix decompositions: new existence theorems and novel stopping criteria L Selicato, C Sportelli, F Esposito | | 2021 |
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. N Del Buono, F Esposito, L Selicato, MC Vegliante BIOINFORMATICS, 162-169, 2021 | | 2021 |
Thursday, 19 December M Gallo, N Picoco, L Selicato, C Sportelli | | |