Giacomo Capizzi
Giacomo Capizzi
Ricercatore Universitario elettrotecnica, Universitą di Catania
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Innovative second-generation wavelets construction with recurrent neural networks for solar radiation forecasting
G Capizzi, C Napoli, F Bonanno
IEEE Transactions on neural networks and learning systems 23 (11), 1805-1815, 2012
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module
F Bonanno, G Capizzi, G Graditi, C Napoli, GM Tina
Applied Energy 97, 956-961, 2012
Small lung nodules detection based on fuzzy-logic and probabilistic neural network with bioinspired reinforcement learning
G Capizzi, GL Sciuto, C Napoli, D Połap, M Woźniak
IEEE Transactions on Fuzzy Systems 28 (6), 1178-1189, 2019
Small lung nodules detection based on local variance analysis and probabilistic neural network
M Woźniak, D Połap, G Capizzi, GL Sciuto, L Kośmider, K Frankiewicz
Computer methods and programs in biomedicine 161, 173-180, 2018
Recurrent neural network-based modeling and simulation of lead-acid batteries charge–discharge
G Capizzi, F Bonanno, GM Tina
IEEE Transactions on Energy Conversion 26 (2), 435-443, 2011
Automatic classification of fruit defects based on co-occurrence matrix and neural networks
G Capizzi, GL Sciuto, C Napoli, E Tramontana, M Woźniak
2015 Federated Conference on Computer Science and Information Systems …, 2015
Automatic heart activity diagnosis based on Gram polynomials and probabilistic neural networks
F Beritelli, G Capizzi, G Lo Sciuto, C Napoli, F Scaglione
Biomed. Eng. Lett., 2017
Rainfall estimation based on the intensity of the received signal in a LTE/4G mobile terminal by using a probabilistic neural network
F Beritelli, G Capizzi, GL Sciuto, C Napoli, F Scaglione
IEEE Access 6, 30865-30873, 2018
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis
F Beritelli, G Capizzi, GL Sciuto, C Napoli, M Woźniak
Neural Networks 108, 331-338, 2018
A novel neural networks-based texture image processing algorithm for orange defects classification
G Capizzi, G Lo Sciuto, C Napoli, E Tramontana, M Woźniak
Advanced and adaptive dispatch for smart grids by means of predictive models
G Capizzi, GL Sciuto, C Napoli, E Tramontana
IEEE Transactions on Smart Grid 9 (6), 6684-6691, 2017
Recurrent neural network-based control strategy for battery energy storage in generation systems with intermittent renewable energy sources
G Capizzi, F Bonanno, C Napoli
2011 International Conference on Clean Electrical Power (ICCEP), 336-340, 2011
Thermal transients simulations of a building by a dynamic model based on thermal-electrical analogy: Evaluation and implementation issue
G Capizzi, GL Sciuto, G Cammarata, M Cammarata
Applied energy 199, 323-334, 2017
A new design methodology to predict wind farm energy production by means of a spiking neural network–based system
S Brusca, G Capizzi, G Lo Sciuto, G Susi
Int. J. Numer. Model. Electron. Netw. Devices Fields, 2017
A clustering based system for automated oil spill detection by satellite remote sensing
G Capizzi, G Lo Sciuto, M Woźniak, R Damaševicius
Artificial Intelligence and Soft Computing: 15th International Conference …, 2016
Functionalized carbon nanoparticle-based sensors for chemical warfare agents
N Tuccitto, L Riela, A Zammataro, L Spitaleri, G Li-Destri, G Sfuncia, ...
ACS Applied Nano Materials 3 (8), 8182-8191, 2020
Optimal management of various renewable energy sources by a new forecasting method
F Bonanno, G Capizzi, A Gagliano, C Napoli
International Symposium on Power Electronics Power Electronics, Electrical …, 2012
A wavelet based prediction of wind and solar energy for long-term simulation of integrated generation systems
G Capizzi, F Bonanno, C Napoli
SPEEDAM 2010, 586-592, 2010
A spiking neural network-based long-term prediction system for biogas production
G Capizzi, GL Sciuto, C Napoli, M Woźniak, G Susi
Neural Networks 129, 271-279, 2020
Wavelet recurrent neural network with semi-parametric input data preprocessing for micro-wind power forecasting in integrated generation systems
F Bonanno, G Capizzi, GL Sciuto, C Napoli
2015 International Conference on Clean Electrical Power (ICCEP), 602-609, 2015
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