| When do improved covariance matrix estimators enhance portfolio optimization? An empirical comparative study of nine estimators E Pantaleo, M Tumminello, F Lillo, RN Mantegna Quantitative Finance 11 (7), 1067-1080, 2011 | 91 | 2011 |
| Hausdorff clustering of financial time series N Basalto, R Bellotti, F De Carlo, P Facchi, E Pantaleo, S Pascazio Physica A: Statistical Mechanics and its Applications 379 (2), 635-644, 2007 | 73 | 2007 |
| A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer’s Disease A Lombardi, D Diacono, N Amoroso, P Biecek, A Monaco, L Bellantuono, ... Brain informatics 9 (1), 17, 2022 | 46 | 2022 |
| A roadmap towards breast cancer therapies supported by explainable artificial intelligence N Amoroso, D Pomarico, A Fanizzi, V Didonna, F Giotta, D La Forgia, ... Applied Sciences 11 (11), 4881, 2021 | 45 | 2021 |
| Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe R Cilli, M Elia, M D’Este, V Giannico, N Amoroso, A Lombardi, E Pantaleo, ... Scientific reports 12 (1), 16349, 2022 | 40 | 2022 |
| Multi-time-scale features for accurate respiratory sound classification A Monaco, N Amoroso, L Bellantuono, E Pantaleo, S Tangaro, R Bellotti Applied Sciences 10 (23), 8606, 2020 | 37 | 2020 |
| Hausdorff clustering N Basalto, R Bellotti, F De Carlo, P Facchi, E Pantaleo, S Pascazio Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 78 (4 …, 2008 | 29 | 2008 |
| Shrinkage regression for multivariate inference with missing data, and an application to portfolio balancing RB Gramacy, E Pantaleo | 28 | 2010 |
| A primer on machine learning techniques for genomic applications A Monaco, E Pantaleo, N Amoroso, A Lacalamita, CL Giudice, A Fonzino, ... Computational and Structural Biotechnology Journal 19, 4345-4359, 2021 | 25 | 2021 |
| Microbiome preterm birth DREAM challenge: crowdsourcing machine learning approaches to advance preterm birth research JL Golob, TT Oskotsky, AS Tang, A Roldan, V Chung, CWY Ha, RJ Wong, ... Cell Reports Medicine 5 (1), 2024 | 23 | 2024 |
| Identifying potential gene biomarkers for Parkinson’s disease through an information entropy based approach A Monaco, E Pantaleo, N Amoroso, L Bellantuono, A Lombardi, A Tateo, ... Physical Biology 18 (1), 016003, 2020 | 20 | 2020 |
| A machine learning approach to Parkinson’s disease blood transcriptomics E Pantaleo, A Monaco, N Amoroso, A Lombardi, L Bellantuono, D Urso, ... Genes 13 (5), 727, 2022 | 19 | 2022 |
| An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis L Bellantuono, R Tommasi, E Pantaleo, M Verri, N Amoroso, P Crucitti, ... Scientific Reports 13 (1), 16590, 2023 | 17 | 2023 |
| The impact of harmonization on radiomic features in Parkinson’s disease and healthy controls: A multicenter study B Tafuri, A Lombardi, S Nigro, D Urso, A Monaco, E Pantaleo, D Diacono, ... Frontiers in Neuroscience 16, 1012287, 2022 | 16 | 2022 |
| Simulations of Lévy flights E Pantaleo, P Facchi, S Pascazio Physica Scripta 2009 (T135), 014036, 2009 | 16 | 2009 |
| Making sense of chemical space network shows signs of criticality N Amoroso, N Gambacorta, F Mastrolorito, MV Togo, D Trisciuzzi, ... Scientific Reports 13 (1), 21335, 2023 | 13 | 2023 |
| Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis L Bellantuono, A Monaco, N Amoroso, A Lacalamita, E Pantaleo, ... Frontiers in big Data 5, 1027783, 2022 | 11 | 2022 |
| Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students P Musso, G Coppola, E Pantaleo, N Amoroso, C Balenzano, R Bellotti, ... PloS one 17 (4), e0266895, 2022 | 8 | 2022 |
| Etytree: A graphical and interactive etymology dictionary based on wiktionary E Pantaleo, VW Anelli, T Di Noia, G Sérasset Proceedings of the 26th International Conference on World Wide Web Companion …, 2017 | 7 | 2017 |
| A Dementia mortality rates dataset in Italy (2012–2019) A Fania, A Monaco, N Amoroso, L Bellantuono, R Cazzolla Gatti, N Firza, ... Scientific Data 10 (1), 564, 2023 | 6 | 2023 |
