Prati
Flavia Esposito
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Godina
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
672020
A review on initialization methods for nonnegative matrix factorization: towards omics data experiments
F Esposito
Mathematics 9 (9), 1006, 2021
272021
Orthogonal joint sparse NMF for microarray data analysis
F Esposito, N Gillis, N Del Buono
Journal of mathematical biology 79, 223-247, 2019
242019
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
202021
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
192017
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
172020
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
172018
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
162016
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
132020
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
122021
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
92022
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
72022
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
62021
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
52021
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
32023
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
22023
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
22022
Investigating initialization techniques for Nonnegative Matrix Factorization: a survey and a case of study of microarrays
N Del Buono, F Esposito
SERIES IN APPLIED SCIENCES 2, 149-178, 2019
22019
On some practical issues related to Nonnegative Matrix Factorization in Microarray Data Analysis context
N Del Buono, F Esposito
MANTUA HUMANISTIC STUDIES 1, 109-130, 2018
22018
Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization
C Castiello, N Del Buono, F Esposito
International Conference on Computational Science and Its Applications, 623-640, 2023
12023
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