Christian Napoli
Christian Napoli
Department of Mathematics and Computer Science, University of Catania
Verified email at dmi.unict.it - Homepage
TitleCited byYear
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting
G Capizzi, C Napoli, F Bonanno
Neural Networks and Learning Systems, IEEE Transactions on 23 (11), 1805-1815, 2012
1172012
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
1152012
A cloud-distributed gpu architecture for pattern identification in segmented detectors big-data surveys
C Napoli, G Pappalardo, E Tramontana, G Zappalà
The Computer Journal 59 (3), 338-352, 2016
372016
Simplified firefly algorithm for 2D image key-points search
C Napoli, G Pappalardo, E Tramontana, Z Marszałek, D Połap, ...
2014 IEEE Symposium on Computational Intelligence for Human-like …, 2014
342014
Multi-class nearest neighbour classifier for incomplete data handling
BA Nowak, RK Nowicki, M Woźniak, C Napoli
International Conference on Artificial Intelligence and Soft Computing, 469-480, 2015
322015
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
322011
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
312010
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
302015
Can we process 2d images using artificial bee colony?
M Woźniak, D Połap, M Gabryel, RK Nowicki, C Napoli, E Tramontana
International Conference on Artificial Intelligence and Soft Computing, 660-671, 2015
302015
Using modularity metrics to assist move method refactoring of large systems
C Napoli, G Pappalardo, E Tramontana
2013 Seventh International Conference on Complex, Intelligent, and Software …, 2013
302013
A cascade neural network architecture investigating surface plasmon polaritons propagation for thin metals in openmp
F Bonanno, G Capizzi, GL Sciuto, C Napoli, G Pappalardo, E Tramontana
International Conference on Artificial Intelligence and Soft Computing, 22-33, 2014
282014
A hybrid neuro–wavelet predictor for qos control and stability
C Napoli, G Pappalardo, E Tramontana
Congress of the Italian Association for Artificial Intelligence, 527-538, 2013
282013
Graphic object feature extraction system based on cuckoo search algorithm
M Woźniak, D Połap, C Napoli, E Tramontana
Expert Systems with Applications 66, 20-31, 2016
272016
A software architecture assisting workflow executions on cloud resources
G Borowik, M Woźniak, A Fornaia, R Giunta, C Napoli, G Pappalardo, ...
International Journal of Electronics and Telecommunications 61 (1), 17-23, 2015
272015
A novel cloud-distributed toolbox for optimal energy dispatch management from renewables in igss by using wrnn predictors and gpu parallel solutions
F Bonanno, G Capizzi, GL Sciuto, C Napoli, G Pappalardo, E Tramontana
2014 International Symposium on Power Electronics, Electrical Drives …, 2014
272014
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
272012
Hybrid neural networks architectures for SOC and voltage prediction of new generation batteries storage
G Capizzi, F Bonanno, C Napoli
2011 International Conference on Clean Electrical Power (ICCEP), 341-344, 2011
272011
Toward work groups classification based on probabilistic neural network approach
C Napoli, G Pappalardo, E Tramontana, RK Nowicki, JT Starczewski, ...
International Conference on Artificial Intelligence and Soft Computing, 79-89, 2015
262015
Optimal thicknesses determination in a multilayer structure to improve the SPP efficiency for photovoltaic devices by an hybrid FEM—cascade neural network based approach
F Bonanno, G Capizzi, S Coco, C Napoli, A Laudani, GL Sciuto
2014 International Symposium on Power Electronics, Electrical Drives …, 2014
262014
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning
C Napoli, G Pappalardo, E Tramontana
XV Workshop "Dagli Oggetti agli Agenti" 1260, 2014
262014
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