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Journal Articles
- 2024
[j2]Flavia Esposito
, Syed Muhammad Atif, Nicolas Gillis:
Accelerated SVD-based initialization for nonnegative matrix factorization. Comput. Appl. Math. 43(6): 392 (2024)- 2023
- [j1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek:
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Appl. Math. Comput. 457: 128184 (2023)
Conference and Workshop Papers
- 2024
- [c10]Gaetano Settembre, Nicoletta Del Buono, Flavia Esposito, Nicolò Taggio:
Deep NMF and Autoencoder: A Comparative Analysis for Hyperspectral Unmixing Using Prisma Real Images. IGARSS 2024: 3708-3712 - 2023
- [c9]Ciro Castiello, Nicoletta Del Buono, Flavia Esposito:
Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization. ICCSA (Workshops 5) 2023: 623-640 - 2022
- [c8]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: 93-107 - [c7]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: 485-500 - 2021
- [c6]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Maria Carmela Vegliante:
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. BIOINFORMATICS 2021: 162-169 - [c5]Nicoletta Del Buono, Flavia Esposito, Laura Selicato:
Toward a New Approach for Tuning Regularization Hyperparameter in NMF. LOD 2021: 500-511 - 2020
- [c4]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: 146-151 - [c3]Nicoletta Del Buono, Flavia Esposito, Laura Selicato:
Methods for Hyperparameters Optimization in Learning Approaches: An Overview. LOD (1) 2020: 100-112 - 2017
- [c2]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: 203-216 - 2016
- [c1]Nicoletta Del Buono, Flavia Esposito, Fabio Fumarola, Angelina Boccarelli, Mauro Coluccia:
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. MOD 2016: 281-292
Informal and Other Publications
- 2024
- [i3]Flavia Esposito, Andersen Ang:
Chordal-NMF with Riemannian Multiplicative Update. CoRR abs/2405.12823 (2024) - 2023
- [i2]Flavia Esposito, Laura Selicato, Caterina Sportelli:
Theoretical aspects in penalty hyperparameters optimization. CoRR abs/2301.13542 (2023) - 2022
- [i1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek:
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations. CoRR abs/2203.13129 (2022)
Coauthor Index
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