| 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 | 44 | 2020 |
| Orthogonal joint sparse NMF for microarray data analysis F Esposito, N Gillis, N Del Buono Journal of mathematical biology 79, 223-247, 2019 | 20 | 2019 |
| 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 | 17 | 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), 1-16, 2018 | 16 | 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 | 14 | 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 | 13 | 2020 |
| A review on initialization methods for nonnegative matrix factorization: towards omics data experiments F Esposito Mathematics 9 (9), 1006, 2021 | 12 | 2021 |
| 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 | 8 | 2021 |
| 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 | 7 | 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 | 4 | 2020 |
| 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), 1-11, 2021 | 3 | 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 | 3 | 2021 |
| Methods for Hyperparameters Optimization in Learning Approaches: An overview L Selicato, N Del Buono, F Esposito Machine Learning, Optimization, and Data Science. LOD 2020. 12514, 100-112, 2020 | 3 | 2020 |
| 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 | 2 | 2022 |
| On some practical issues related to Nonnegative Matrix Factorization in Microarray Data Analysis context N Del Buono, F Esposito Series in Applied Sciences, Mathematical Modelling, Numerical and Data …, 2018 | 2 | 2018 |
| 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, 1926, 2022 | 1 | 2022 |
| 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 | 1 | 2022 |
| Detecting Anomalies in Marine Data: A Framework for Time Series Analysis N Del Buono, F Esposito, G Gargano, L Selicato, N Taggio, G Ceriola, ... Machine Learning, Optimization, and Data Science: 8th International Workshop …, 2023 | | 2023 |
| Machine Learning Approaches for Predicting Crystal Systems: A Brief Review and a Case Study G Settembre, N Corriero, N Del Buono, F Esposito, R Rizzi Machine Learning, Optimization, and Data Science: 8th International Workshop …, 2023 | | 2023 |
| 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 | | 2023 |
Nicoletta Del BuonoAssociate Professor of Numerical Analysis, University of Bari, ItalyVerified email at uniba.it
