Flavia Esposito

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Negative Matrix Factorization

Matrix Factorization

Top Venues

MetroInd4.0&IoT

Publications

Flavia Esposito, Andersen Ang
Chordal-NMF with Riemannian Multiplicative Update. CoRR (2024)
Flavia Esposito, Laura Selicato, Caterina Sportelli
Theoretical aspects in penalty hyperparameters optimization. CoRR (2023)
Ciro Castiello, Nicoletta Del Buono, Flavia Esposito
Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization. ICCSA (Workshops 5) (2023)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Appl. Math. Comput. 457 (2023)
Gaetano Settembre, Nicola Corriero, Nicoletta Del Buono, Flavia Esposito, Rosanna Rizzi
Machine Learning Approaches for Predicting Crystal Systems: A Brief Review and a Case Study. LOD (1) (2022)
Nicoletta Del Buono, Flavia Esposito, Grazia Gargano, Laura Selicato, Nicolò Taggio, Giulio Ceriola, Daniela Iasillo
Detecting Anomalies in Marine Data: A Framework for Time Series Analysis. LOD (1) (2022)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations. CoRR (2022)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Maria Carmela Vegliante
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. BIOINFORMATICS (2021)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato
Toward a New Approach for Tuning Regularization Hyperparameter in NMF. LOD (2021)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato
Methods for Hyperparameters Optimization in Learning Approaches: An Overview. LOD (1) (2020)
Alessandra Scarcelli, Roberta Borzone, Flavia Esposito, Patrizia Camassa, Michele Di Gioia, Cristoforo Marzocca, Maria Rizzi, Michele Terlizzi, Mario Ricci, Alberto Amato, Antonella Giove, Rita Dario, Marina Popolizio, Tiziano Politi, Vincenzo Di Lecce
RADON Project: From Children's Game To Intelligent Personal Dosimeter. MetroInd4.0&IoT (2020)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Flavia Esposito, Corrado Mencar
Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. ICCSA (1) (2017)
Nicoletta Del Buono, Flavia Esposito, Fabio Fumarola, Angelina Boccarelli, Mauro Coluccia
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. MOD (2016)