ESPOSITO, FLAVIA
ESPOSITO, FLAVIA
DIPARTIMENTO DI MATEMATICA
A new ensemble method for detecting anomalies in gene expression matrices
2021-01-01 Selicato, L.; Esposito, F.; Gargano, G.; Vegliante, M. C.; Opinto, G.; Zaccaria, G. M.; Ciavarella, S.; Guarini, A.; Del Buono, N.
A review on initialization methods for nonnegative matrix factorization: Towards omics data experiments
2021-01-01 Esposito, F.
A review on initialization methods for nonnegative matrix factorization: Towards omics data experiments
2021-01-01 Esposito, F.
An NMF-Based Methodology for Selecting Biomarkers in the Landscape of Genes of Heterogeneous Cancer-Associated Fibroblast Populations
2020-01-01 Esposito, Flavia; Boccarelli, Angelina; Del Buono, Nicoletta
Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer
2021-01-01 Boccarelli, Angelina; DEL BUONO, Nicoletta; Esposito, Flavia
Anomalies Detection in Gene Expression Matrices: Towards a New Approach
2021-01-01 DEL BUONO, Nicoletta; Esposito, Flavia; Selicato, Laura; Vegliante, Maria
ARGO, Automatic Record Generator for Oncology: a natural language process-based tool to capture pathology features from onco-hematological reports (Preprint)
2021-01-01 Maria Zaccaria, Gian; Colella, Vito; Colucci, Simona; Clemente, Felice; Pavone, Fabio; Carmela Vegliante, Maria; Esposito, Flavia; Opinto, Giuseppina; Negri, Antonio; Loseto, Giacomo; Minoia, Carla; Rossini, Bernardo; Angiulli, Vito; Maria Quinto, Angela; Schirosi, Laura; Scattone, Anna; Zito, Alfredo; Alfredo Grieco, Luigi; Guarini, Attilio; Ciavarella, Sabino
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations
2022-01-01 DEL BUONO, Nicoletta; Esposito, Flavia; Selicato, Laura; Zdunek, Rafal
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations.
2016-01-01 DEL BUONO, Nicoletta; Esposito, Flavia; Fumarola, Fabio; Boccarelli, Angelina; Coluccia, Mauro
Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF
2023-01-01 Boccarelli, Angelina; Del Buono, Nicoletta; Esposito, Flavia
Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF
2022-01-01 Boccarelli, Angelina; DEL BUONO, Nicoletta; Esposito, Flavia
Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology
2021-01-01 Maria Zaccaria, Gian; Colella, Vito; Colucci, Simona; Clemente, Felice; Pavone, Fabio; Carmela Vegliante, Maria; Esposito, Flavia; Opinto, Giuseppina; Scattone, Anna; Loseto, Giacomo; Minoia, Carla; Rossini, Bernardo; Maria Quinto, Angela; Angiulli, Vito; Alfredo Grieco, Luigi; Fama, Angelo; Ferrero, Simone; Moia, Riccardo; Di Rocco, Alice; Maria Quaglia, Francesca; Tabanelli, Valentina; Guarini, Attilio; Ciavarella, Sabino
How to deal with hyperparmeter optimization in matrix decompositions: new existence theorems and novel stopping criteria
2021-01-01 Selicato, Laura; Sportelli, Caterina; Esposito, Flavia
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 approach on gene expression profiles.
2018-01-01 Boccarelli, Angelina; Esposito, Flavia; Coluccia, Mauro; Frassanito Maria, Antonia; Vacca, Angelo; Del Buono, Nicoletta.
Investigating NMF Initializations: A survey and a microarraycase study.
2019-01-01 DEL BUONO, Nicoletta; Esposito, Flavia
Low rank approaches for the analysis of real data from pre to post processing
2021-01-01 Esposito, Flavia; Selicato, Laura; DEL BUONO, Nicoletta
Machine learning approaches for predicting Crystal Systems: a brief review and a case study
In corso di stampa Settembre, Gaetano; Corriero, Nicola; DEL BUONO, Nicoletta; Esposito, Flavia; Rizzi, Rosanna
Methods for Hyperparameters Optimization in Learning Approaches: an overview,
2020-01-01 Selicato, L.; Del Buono, N.; Esposito, F.
Nonnegative Matrix Factorization models for knowledge extraction from biomedical and other real world data
2021-01-01 Esposito, Flavia; DEL BUONO, Nicoletta; Selicato, Laura
NR1H3 (LXRα) is associated with pro-inflammatory macrophages, predicts survival and suggests potential therapeutic rationales in diffuse large b-cell lymphoma
2022-01-01 Vegliante, M. C.; Mazzara, S.; Zaccaria, G. M.; De Summa, S.; Esposito, F.; Melle, F.; Motta, G.; Sapienza, M. R.; Opinto, G.; Volpe, G.; Bucci, A.; Gargano, G.; Enjuanes, A.; Tabanelli, V.; Fiori, S.; Minoia, C.; Clemente, F.; Negri, A.; Gulino, A.; Morello, G.; Scattone, A.; Zito, A. F.; Tommasi, S.; Agostinelli, C.; Vitolo, U.; Chiappella, A.; Barbui, A. M.; Derenzini, E.; Zinzani, P. L.; Casadei, B.; Rivas-Delgado, A.; Lopez-Guillermo, A.; Campo, E.; Moschetta, A.; Guarini, A.; Pileri, S. A.; Ciavarella, S.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A new ensemble method for detecting anomalies in gene expression matrices | 1-gen-2021 | Selicato, L.; Esposito, F.; Gargano, G.; Vegliante, M. C.; Opinto, G.; Zaccaria, G. M.; Ciavarella, S.; Guarini, A.; Del Buono, N. | |
| A review on initialization methods for nonnegative matrix factorization: Towards omics data experiments | 1-gen-2021 | Esposito, F. | |
| A review on initialization methods for nonnegative matrix factorization: Towards omics data experiments | 1-gen-2021 | Esposito, F. | |
| An NMF-Based Methodology for Selecting Biomarkers in the Landscape of Genes of Heterogeneous Cancer-Associated Fibroblast Populations | 1-gen-2020 | Esposito, Flavia; Boccarelli, Angelina; Del Buono, Nicoletta | |
| Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer | 1-gen-2021 | Boccarelli, Angelina; DEL BUONO, Nicoletta; Esposito, Flavia | |
| Anomalies Detection in Gene Expression Matrices: Towards a New Approach | 1-gen-2021 | DEL BUONO, Nicoletta; Esposito, Flavia; Selicato, Laura; Vegliante, Maria | |
| ARGO, Automatic Record Generator for Oncology: a natural language process-based tool to capture pathology features from onco-hematological reports (Preprint) | 1-gen-2021 | Maria Zaccaria, Gian; Colella, Vito; Colucci, Simona; Clemente, Felice; Pavone, Fabio; Carmela Vegliante, Maria; Esposito, Flavia; Opinto, Giuseppina; Negri, Antonio; Loseto, Giacomo; Minoia, Carla; Rossini, Bernardo; Angiulli, Vito; Maria Quinto, Angela; Schirosi, Laura; Scattone, Anna; Zito, Alfredo; Alfredo Grieco, Luigi; Guarini, Attilio; Ciavarella, Sabino | |
| Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations | 1-gen-2022 | DEL BUONO, Nicoletta; Esposito, Flavia; Selicato, Laura; Zdunek, Rafal | |
| Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. | 1-gen-2016 | DEL BUONO, Nicoletta; Esposito, Flavia; Fumarola, Fabio; Boccarelli, Angelina; Coluccia, Mauro | |
| Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF | 1-gen-2023 | Boccarelli, Angelina; Del Buono, Nicoletta; Esposito, Flavia | |
| Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF | 1-gen-2022 | Boccarelli, Angelina; DEL BUONO, Nicoletta; Esposito, Flavia | |
| Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology | 1-gen-2021 | Maria Zaccaria, Gian; Colella, Vito; Colucci, Simona; Clemente, Felice; Pavone, Fabio; Carmela Vegliante, Maria; Esposito, Flavia; Opinto, Giuseppina; Scattone, Anna; Loseto, Giacomo; Minoia, Carla; Rossini, Bernardo; Maria Quinto, Angela; Angiulli, Vito; Alfredo Grieco, Luigi; Fama, Angelo; Ferrero, Simone; Moia, Riccardo; Di Rocco, Alice; Maria Quaglia, Francesca; Tabanelli, Valentina; Guarini, Attilio; Ciavarella, Sabino | |
| How to deal with hyperparmeter optimization in matrix decompositions: new existence theorems and novel stopping criteria | 1-gen-2021 | Selicato, Laura; Sportelli, Caterina; Esposito, Flavia | |
| 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 approach on gene expression profiles. | 1-gen-2018 | Boccarelli, Angelina; Esposito, Flavia; Coluccia, Mauro; Frassanito Maria, Antonia; Vacca, Angelo; Del Buono, Nicoletta. | |
| Investigating NMF Initializations: A survey and a microarraycase study. | 1-gen-2019 | DEL BUONO, Nicoletta; Esposito, Flavia | |
| Low rank approaches for the analysis of real data from pre to post processing | 1-gen-2021 | Esposito, Flavia; Selicato, Laura; DEL BUONO, Nicoletta | |
| Machine learning approaches for predicting Crystal Systems: a brief review and a case study | In corso di stampa | Settembre, Gaetano; Corriero, Nicola; DEL BUONO, Nicoletta; Esposito, Flavia; Rizzi, Rosanna | |
| Methods for Hyperparameters Optimization in Learning Approaches: an overview, | 1-gen-2020 | Selicato, L.; Del Buono, N.; Esposito, F. | |
| Nonnegative Matrix Factorization models for knowledge extraction from biomedical and other real world data | 1-gen-2021 | Esposito, Flavia; DEL BUONO, Nicoletta; Selicato, Laura | |
| NR1H3 (LXRα) is associated with pro-inflammatory macrophages, predicts survival and suggests potential therapeutic rationales in diffuse large b-cell lymphoma | 1-gen-2022 | Vegliante, M. C.; Mazzara, S.; Zaccaria, G. M.; De Summa, S.; Esposito, F.; Melle, F.; Motta, G.; Sapienza, M. R.; Opinto, G.; Volpe, G.; Bucci, A.; Gargano, G.; Enjuanes, A.; Tabanelli, V.; Fiori, S.; Minoia, C.; Clemente, F.; Negri, A.; Gulino, A.; Morello, G.; Scattone, A.; Zito, A. F.; Tommasi, S.; Agostinelli, C.; Vitolo, U.; Chiappella, A.; Barbui, A. M.; Derenzini, E.; Zinzani, P. L.; Casadei, B.; Rivas-Delgado, A.; Lopez-Guillermo, A.; Campo, E.; Moschetta, A.; Guarini, A.; Pileri, S. A.; Ciavarella, S. |