Matteo Cacciola

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 5

Top Topics

Global Exponential Stability

Pruning Algorithm

Back Propagation

Top Venues

SIAM J. Math. Data Sci.

Publications

Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia
On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats. CoRR (2023)
Matteo Cacciola, Antonio Frangioni, Andrea Lodi
Structured Pruning of Neural Networks for Constraints Learning. CoRR (2023)
Matteo Cacciola, Antonio Frangioni, Xinlin Li, Andrea Lodi
Deep Neural Networks Pruning via the Structured Perspective Regularization. SIAM J. Math. Data Sci. 5 (4) (2023)
Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia
On the Convergence of Stochastic Gradient Descent in Low-Precision Number Formats. ICPRAM (2023)
Matteo Cacciola, Antonio Frangioni, Xinlin Li, Andrea Lodi
Deep Neural Networks pruning via the Structured Perspective Regularization. CoRR (2022)
Aimé Lay-Ekuakille, Giuseppe Griffo, Diego Pellicanò, Pasquale Maris, Matteo Cacciola
A Hardware for Processing Magnetic Pressure Sensor Signals from Leak Detection in Waterworks. Int. J. Meas. Technol. Instrum. Eng. 3 (3) (2013)
Biagio Cammaroto, Matteo Cacciola, Mario Versaci
A Fuzzy Approach Using Euclidean Geometrical Formulation for Classifying SAR Images. Int. J. Meas. Technol. Instrum. Eng. 3 (4) (2013)
Matteo Cacciola, Gianluigi Occhiuto, Francesco Carlo Morabito
Artistic Complexity and Saliency: Two Faces of the same Coin? Int. J. Inf. Acquis. 9 (2) (2013)
Matteo Cacciola, Salvatore Calcagno, Francesco Carlo Morabito, Isabella Palamara, Diego Pellicanò, Mario Versaci, Giuseppe Acciani, Antonietta Dimucci
Fuzzy similarities for the optimization of the operational parameters related to ultrasonic phased array probes for industrial application. DSP (2013)
Pasquale Maris, Matteo Cacciola, Filippo Laganá, Diego Pellicanò
About Processing of Exponentially Damped Signals: A Hardware for Biomedical Applications. Int. J. Meas. Technol. Instrum. Eng. 2 (2) (2012)
Matteo Cacciola, Salvatore Calcagno, Filippo Laganá, Francesco Carlo Morabito, Diego Pellicanò, Isabella Palamara, Mario Versaci
A New Approach to Evaluate Defects in Metallic Plates Based on Computing with Words and Fuzzy Entropy. Int. J. Meas. Technol. Instrum. Eng. 2 (2) (2012)
Matteo Cacciola, Salvatore Calcagno, Filippo Laganá, Francesco Carlo Morabito, Diego Pellicanò, Isabella Palamara, Mario Versaci, Biagio Cammaroto
Wavelet and Unsupervised Learning Techniques for Experimental Biomedical Data Processing. Int. J. Meas. Technol. Instrum. Eng. 2 (3) (2012)
Aimé Lay-Ekuakille, Patrizia Vergallo, D. Stefano, Alessandro Massaro, Antonio Trabacca, Matteo Cacciola, Domenico Labate, Francesco Carlo Morabito, Rosario Morello
Diffusion Tensor Imaging measurements for neuro-detection. MeMeA (2012)
Matteo Cacciola, Giuseppe Megali, Diego Pellicanò, Francesco Carlo Morabito
Elman neural networks for characterizing voids in welded strips: a study. Neural Comput. Appl. 21 (5) (2012)
Matteo Cacciola, Salvatore Calcagno, Fabio La Foresta, Mario Versaci
A New Fuzzy Geometrical Approach to Classify Defects in Composite Materials. Int. J. Meas. Technol. Instrum. Eng. 2 (4) (2012)
Francesco Carlo Morabito, Matteo Cacciola, Gianluigi Occhiuto
Creative brain and abstract art: A quantitative study on Kandinskij paintings. IJCNN (2011)
Pietro Burrascano, Matteo Cacciola, Francesco Carlo Morabito, Marco Ricci
Higher order based image deconvolution in electromagnetic non destructive evaluation of metallic materials. WIRN (2010)
Matteo Cacciola, Giuseppe Megali, Maurizio Fiasché, Mario Versaci, Francesco Carlo Morabito
A comparison between neural networks and k-nearest neighbours for blood cells taxonomy. Memetic Comput. 2 (3) (2010)
Matteo Cacciola, Giuseppe Ripepi, Guang Yang, Gui Yun Tian, Francesco Carlo Morabito
ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study. WIRN (2010)
Matteo Cacciola, Giuseppe Megali, Diego Pellicanò, Salvatore Calcagno, Mario Versaci, Francesco Carlo Morabito
Heuristic Enhancement of Magneto-Optical Images for NDE. EURASIP J. Adv. Signal Process. 2010 (2010)
Matteo Cacciola, Salvatore Calcagno, Giuseppe Megali, Diego Pellicanò, Mario Versaci, Francesco Carlo Morabito
Wavelet Coherence and Fuzzy Subtractive Clustering for Defect Classification in Aeronautic CFRP. CISIS (2010)
Maurizio Fiasché, Maria Cuzzola, Matteo Cacciola, Giuseppe Megali, Roberta Fedele, Pasquale Iacopino, Francesco Carlo Morabito
A neural network model for early diagnosis of acute GVHD based on gene expression data. GENSiPS (2009)
Matteo Cacciola, Giuseppe Megali, Diego Pellicanò, Michele Buonsanti, Salvatore Calcagno, Mario Versaci, Francesco Carlo Morabito
Neuro-Fuzzy Approach for Reconstructing Fissures in Concrete's Reinforcing Bars. WILF (2009)
Filippo Laganá, Matteo Cacciola, Salvatore Calcagno, Domenico De Carlo, Giuseppe Megali, Mario Versaci, Francesco Carlo Morabito
Evaluating Soft Computing Techniques for Path Loss Estimation in Urban Environments. WIRN (2009)
Sebastiano D'Amico, Matteo Cacciola, Francesco Parrillo, Francesco Carlo Morabito, Mario Versaci, Vincenzo Barrile
Heuristic advances in identifying aftershocks in seismic sequences. Comput. Geosci. 35 (2) (2009)
Matteo Cacciola, Salvatore Calcagno, Filippo Laganá, Giuseppe Megali, Diego Pellicanò, Mario Versaci, Francesco Carlo Morabito
Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips. ICANN (2) (2009)
Maurizio Fiasché, Maria Cuzzola, Roberta Fedele, Domenica Princi, Matteo Cacciola, Giuseppe Megali, Pasquale Iacopino, Francesco Carlo Morabito
Computational Intelligence Methods for Discovering Diagnostic Gene Targets about aGVHD. WIRN (2009)
Matteo Cacciola, Francesco Carlo Morabito, Vincenzo Barrile
Remote Sensing Imagery for Soil Characterization: a Wavelet Neural Data Fusion Approach. WIRN (2008)
Matteo Cacciola, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci
Neural Networks for the Parameters Characterization of ECG Dynamical Model. WIRN (2008)
Matteo Cacciola, Maurizio Fiasché, Giuseppe Megali, Francesco Carlo Morabito, Mario Versaci
A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework. ICONIP (2) (2008)
Matteo Cacciola, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci
A Kernel Based Learning by Sample Technique for Defect Identification Through the Inversion of a Typical Electric Problem. KES (3) (2007)
Vincenzo Barrile, Matteo Cacciola, Sebastiano D'Amico, Antonino Greco, Francesco Carlo Morabito, Francesco Parrillo
Radial Basis Function Neural Networks to Foresee Aftershocks in Seismic Sequences Related to Large Earthquakes. ICONIP (2) (2006)
Matteo Cacciola, Antonino Greco, Francesco Carlo Morabito, Mario Versaci
An Exhaustive Employment of Neural Networks to Search the Better Configuration of Magnetic Signals in ITER Machine. ICONIP (2) (2006)
Matteo Cacciola, Domenico Costantino, Antonino Greco, Francesco Carlo Morabito, Mario Versaci
Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors. WIRN (2004)