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Nicoletta Del Buono
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2020 – today
- 2025
- [j28]Gaetano Settembre
, Nicolò Taggio
A land cover change framework analyzing wildfire-affected areas in bitemporal PRISMA hyperspectral images. Math. Comput. Simul. 229: 855-866 (2025) - 2024
- [c21]Gaetano Settembre
Deep NMF and Autoencoder: A Comparative Analysis for Hyperspectral Unmixing Using Prisma Real Images. IGARSS 2024: 3708-3712 - 2023
- [j27]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) - [c20]Ciro Castiello, Nicoletta Del Buono, Flavia Esposito:
Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization. ICCSA (Workshops 5) 2023: 623-640 - 2022
- [j26]Anthony Giorgio, Nicoletta Del Buono
Soil Moisture Sensor Information Enhanced by Statistical Methods in a Reclaimed Water Irrigation Framework. Sensors 22(20): 8062 (2022) - [c19]Gaetano Settembre
Machine Learning Approaches for Predicting Crystal Systems: A Brief Review and a Case Study. LOD (1) 2022: 93-107 - [c18]Nicoletta Del Buono, Flavia Esposito, Grazia Gargano
Detecting Anomalies in Marine Data: A Framework for Time Series Analysis. LOD (1) 2022: 485-500 - [i1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek:
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations. CoRR abs/2203.13129 (2022) - 2021
- [c17]Nicoletta Del Buono, Flavia Esposito
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. BIOINFORMATICS 2021: 162-169 - [c16]Nicoletta Del Buono, Flavia Esposito
Toward a New Approach for Tuning Regularization Hyperparameter in NMF. LOD 2021: 500-511 - 2020
- [j25]Melisew Tefera Belachew
Hybrid projective nonnegative matrix factorization based on α-divergence and the alternating least squares algorithm. Appl. Math. Comput. 369 (2020) - [c15]Nicoletta Del Buono, Flavia Esposito
Methods for Hyperparameters Optimization in Learning Approaches: An Overview. LOD (1) 2020: 100-112
2010 – 2019
- 2018
- [j24]Gabriella Casalino
A framework for intelligent Twitter data analysis with non-negative matrix factorization. Int. J. Web Inf. Syst. 14(3): 334-356 (2018) - 2017
- [j23]Melisew Tefera Belachew
Robust embedded projective nonnegative matrix factorization for image analysis and feature extraction. Pattern Anal. Appl. 20(4): 1045-1060 (2017) - [c14]Gabriella Casalino
Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations. ICCSA (1) 2017: 188-202 - [c13]Gabriella Casalino
Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. ICCSA (1) 2017: 203-216 - 2016
- [j22]Marcello D'Abbicco
A model for the hepatic glucose metabolism based on Hill and step functions. J. Comput. Appl. Math. 292: 746-759 (2016) - [j21]Nicoletta Del Buono
SDS2014 Guest Editorial. Math. Comput. Simul. 125: 1-2 (2016) - [c12]Nicoletta Del Buono
Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations. MOD 2016: 281-292 - 2015
- [j20]Nicoletta Del Buono
Direct event location techniques based on Adams multistep methods for discontinuous ODEs. Appl. Math. Lett. 49: 152-158 (2015) - [j19]Nicoletta Del Buono
Non-negative Matrix Tri-Factorization for co-clustering: An analysis of the block matrix. Inf. Sci. 301: 13-26 (2015) - [j18]Nicoletta Del Buono
Guest editorial: Structural dynamical systems, discontinuity and numerical methods. Math. Comput. Simul. 110: 1-2 (2015) - 2014
- [j17]Gabriella Casalino
Subtractive clustering for seeding non-negative matrix factorizations. Inf. Sci. 257: 369-387 (2014) - [j16]Nicoletta Del Buono
On the Equivalence between the Sigmoidal Approach and Utkin's Approach for Piecewise-Linear Models of Gene Regulatory Networks. SIAM J. Appl. Dyn. Syst. 13(3): 1270-1292 (2014) - [c11]Marco Berardi
Event Driven Approach for Simulating Gene Regulation Networks. ICCSA (6) 2014: 415-425 - [c10]Gabriella Casalino
Part-Based Data Analysis with Masked Non-negative Matrix Factorization. ICCSA (6) 2014: 440-454 - 2012
- [j15]Gabriella Casalino
Nonnegative Matrix Factorizations Performing Object Detection and Localization. Appl. Comput. Intell. Soft Comput. 2012: 781987:1-781987:19 (2012) - 2011
- [j14]Nicoletta Del Buono
Guest Editorial: Some important aspects on Structural Dynamical Systems and their numerical computation. Math. Comput. Simul. 81(5): 929-931 (2011) - [c9]Gabriella Casalino
Subtractive Initialization of Nonnegative Matrix Factorizations for Document Clustering. WILF 2011: 188-195
2000 – 2009
- 2009
- [c8]Nicoletta Del Buono
A Penalty Function for Computing Orthogonal Non-negative Matrix Factorizations. ISDA 2009: 1001-1005 - 2008
- [j13]Nicoletta Del Buono
Structural dynamical systems: Computational aspects. Math. Comput. Simul. 79(4): 1233-1234 (2008) - [j12]Nicoletta Del Buono
Computation of functions of Hamiltonian and skew-symmetric matrices. Math. Comput. Simul. 79(4): 1284-1297 (2008) - 2007
- [j11]Moody T. Chu
Structured Quadratic Inverse Eigenvalue Problem, I. Serially Linked Systems. SIAM J. Sci. Comput. 29(6): 2668-2685 (2007) - 2006
- [j10]Nicoletta Del Buono
Special section: Numerical methods for structured systems. Future Gener. Comput. Syst. 22(4): 393-394 (2006) - [j9]Nicoletta Del Buono
A differential approach to solve the inverse eigenvalue problem derived from a neural network. Future Gener. Comput. Syst. 22(4): 441-446 (2006) - 2005
- [j8]Moody T. Chu
On the Low-Rank Approximation of Data on the Unit Sphere. SIAM J. Matrix Anal. Appl. 27(1): 46-60 (2005) - [j7]Nicoletta Del Buono
Computation of the Exponential of Large Sparse Skew-Symmetric Matrices. SIAM J. Sci. Comput. 27(1): 278-293 (2005) - [c7]Nicoletta Del Buono
A Continuous Weighted Low-Rank Approximation for Collaborative Filtering Problems. ICAPR (1) 2005: 45-53 - 2004
- [c6]Nicoletta Del Buono, Luciano Lopez:
A Hybrid Numerical Technique for the Solution of a Class of Implicit Matrix Differential Equation. International Conference on Computational Science 2004: 459-466 - [c5]Simone G. O. Fiori, Nicoletta Del Buono, Tiziano Politi:
Optical Flow Estimation via Neural Singular Value Decomposition Learning. ICCSA (2) 2004: 961-970 - [c4]Nicoletta Del Buono, Tiziano Politi:
A Continuous Technique for the Weighted Low-Rank Approximation Problem. ICCSA (2) 2004: 988-997 - 2003
- [j6]Nicoletta Del Buono
Geometric numerical algorithms. Future Gener. Comput. Syst. 19(3): 327-329 (2003) - [j5]Nicoletta Del Buono
Computation of few Lyapunov exponents by geodesic based algorithms. Future Gener. Comput. Syst. 19(3): 425-430 (2003) - [j4]Nicoletta Del Buono
Differential approaches for computing Euclidean diagonal norm balanced realizations in control theory. Future Gener. Comput. Syst. 19(7): 1155-1163 (2003) - [j3]Nicoletta Del Buono
Numerical Integration of a Class of Ordinary Differential Equations on the General Linear Group of Matrices. Numer. Algorithms 34(2-4): 271-281 (2003) - [c3]Nicoletta Del Buono, Luciano Lopez:
A Survey on Methods for Computing Matrix Exponentials in Numerical Schemes for ODEs. International Conference on Computational Science 2003: 111-120 - 2002
- [j2]Nicoletta Del Buono
Runge Kutta Type Methods for Isodynamical Matrix Flows: Applications to Balanced Realizations. Computing 68(3): 255-274 (2002) - [j1]Nicoletta Del Buono
Geometric Integration on Manifold of Square Oblique Rotation Matrices. SIAM J. Matrix Anal. Appl. 23(4): 974-989 (2002) - [c2]Nicoletta Del Buono, Cinzia Elia:
Some Remarks on Numerical Methods for Second Order Differential Equations on the Orthogonal Matrix Group. International Conference on Computational Science (3) 2002: 467-475 - [c1]Nicoletta Del Buono, Cinzia Elia, Luciano Lopez:
Symplectic Method Based on the Matrix Variational Equation for Hamiltonian System. International Conference on Computational Science (3) 2002: 526-535
Coauthor Index
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