| The influence of music therapy on preoperative anxiety in pediatric oncology patients undergoing invasive procedures F Giordano, B Zanchi, F De Leonardis, C Rutigliano, F Esposito, ... The Arts in Psychotherapy 68, 101649, 2020 | 73 | 2020 |
| A review on initialization methods for nonnegative matrix factorization: Towards omics data experiments F Esposito Mathematics 9 (9), 1006, 2021 | 40 | 2021 |
| Orthogonal joint sparse NMF for microarray data analysis F Esposito, N Gillis, N Del Buono Journal of mathematical biology 79, 223-247, 2019 | 26 | 2019 |
| 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 | 23 | 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 | 22 | 2020 |
| Q-matrix extraction from real response data using nonnegative matrix factorizations G Casalino, C Castiello, N Del Buono, F Esposito, C Mencar Computational Science and Its Applications–ICCSA 2017: 17th International …, 2017 | 21 | 2017 |
| Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization … A Boccarelli, F Esposito, M Coluccia, MA Frassanito, A Vacca, ... Journal of translational medicine 16, 1-16, 2018 | 19 | 2018 |
| Breast cancer’s microarray data: pattern discovery using nonnegative matrix factorizations N Del Buono, F Esposito, F Fumarola, A Boccarelli, M Coluccia Machine Learning, Optimization, and Big Data: Second International Workshop …, 2016 | 18 | 2016 |
| An NMF-Based methodology for selecting biomarkers in the landscape of genes of heterogeneous cancer-associated fibroblast Populations F Esposito, A Boccarelli, N Del Buono Bioinformatics and Biology Insights 14, 1177932220906827, 2020 | 17 | 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 | 14 | 2021 |
| Role of lipidomics in assessing the functional lipid composition in breast milk M Ganeshalingam, S Enstad, S Sen, S Cheema, F Esposito, R Thomas Frontiers in Nutrition 9, 899401, 2022 | 11 | 2022 |
| NR1H3 (LXRα) IS ASSOCIATED WITH PRO‐INFLAMMATORY MACROPHAGES, PREDICTS SURVIVAL AND SUGGESTS POTENTIAL THERAPEUTIC RATIONALES IN DIFFUSE LARGE B‐CELL LYMPHOMA MC Vegliante, S Mazzara, GM Zaccaria, S De Summa, F Esposito, F Melle, ... Hematological Oncology, 2022 | 10 | 2022 |
| Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology GM Zaccaria, V Colella, S Colucci, F Clemente, F Pavone, MC Vegliante, ... Scientific Reports 11 (1), 23823, 2021 | 7 | 2021 |
| Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer A Boccarelli, N Del Buono, F Esposito Experimental and Molecular Pathology 123, 104713, 2021 | 7 | 2021 |
| Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF A Boccarelli, N Del Buono, F Esposito Pathology-Research and Practice 242, 154347, 2023 | 6 | 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 | 4 | 2023 |
| A decision-tree approach to stratify DLBCL risk based on stromal and immune microenvironment determinants GM Zaccaria, MC Vegliante, G Mezzolla, M Stranieri, G Volpe, N Altini, ... HemaSphere 7 (4), e862, 2023 | 3 | 2023 |
| Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF A Boccarelli, N Del Buono, F Esposito Pathology-Research and Practice 229, 153728, 2022 | 3 | 2022 |
| Penalty hyperparameter optimization with diversity measure for nonnegative low-rank approximation N Del Buono, F Esposito, L Selicato, R Zdunek Applied Numerical Mathematics 208, 189-204, 2025 | 2 | 2025 |
| Review of patient gene profiles obtained through a non-negative matrix factorization-based framework to determine the role inflammation plays in neuroblastoma pathogenesis A Boccarelli, N Del Buono, F Esposito International Journal of Molecular Sciences 25 (8), 4406, 2024 | 2 | 2024 |
Nicoletta Del BuonoAssociate Professor of Numerical Analysis, University of Bari, ItalyPotvrđena adresa e-pošte na uniba.it