Giacomo Capizzi

51 papers A 1B 1C 4Misc 1Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel regression method for pollutant prediction using Albedo, normalized difference vegetation index, and surface kinetic temperature metrics derived from ASTER satellite image.
Signal Image Video Process.
Gianluca Susi, Grazia Lo Sciuto, Giacomo Capizzi, Fabio Famoso
2025 J jnl
An Inverse Problem for a Fractional Space-Time Diffusion Equation with Fractional Boundary Condition.
Entropy
Rafal Brociek, Agata Wajda, Christian Napoli, Giacomo Capizzi, Damian Slota
2024 J jnl
Deep Learning Model for Magnetic Flux Density Prediction in Magnetic Spring on the Vibration Generator.
IEEE Access
Grazia Lo Sciuto, Joanna Bijak, Zygmunt Kowalik, Pawel Kowol, Rafal Brociek, Giacomo Capizzi
2024 A conf
Equivalent electrical circuit design of a magnetorheological rotary brake.
ECAI
Grazia Lo Sciuto, Pawel Kowol, Giacomo Capizzi
2023 — conf
Neural network developed for obstacle avoidance of the four wheeled electric vehicle.
ICECS
Grazia Lo Sciuto, Pawel Kowol, Pawel Nowak, Waclaw Banas, Salvo Coco, Giacomo Capizzi
2023 J jnl
Parameter Estimation in the Mathematical Model of Bacterial Colony Patterns in Symmetry Domain.
Symmetry
Rafal Brociek, Agata Wajda, Giacomo Capizzi, Damian Slota
2022 J jnl
Computational Methods for Parameter Identification in 2D Fractional System with Riemann-Liouville Derivative.
Sensors
Rafal Brociek, Agata Wajda, Grazia Lo Sciuto, Damian Slota, Giacomo Capizzi
2022 J jnl
Multilayer Plasmonic Nanostructures for Improved Sensing Activities Using a FEM and Neurocomputing-Based Approach.
Sensors
Grazia Lo Sciuto, Christian Napoli, Pawel Kowol, Giacomo Capizzi, Rafal Brociek, Agata Wajda, Damian Slota
2021 — conf
FPGA Implementation of a BPSK Modulator with Frequency Hopping.
ICYRIME
Francesco Beritelli, Giacomo Capizzi, Corrado Rametta, Christian Napoli
2021 — conf
FPGA Implementation of a Parallel DDS for Wide-Band Applications.
SYSTEM
Giorgio De Magistris, Corrado Rametta, Giacomo Capizzi, Christian Napoli
2021 J jnl
Organic solar cells defects classification by using a new feature extraction algorithm and an EBNN with an innovative pruning algorithm.
Int. J. Intell. Syst.
Grazia Lo Sciuto, Giacomo Capizzi, Rafi Shikler, Christian Napoli
2021 — conf
Soil Moisture Estimation based on the RSSI of RFID Modules.
IDAACS
Roberta Avanzato, Francesco Beritelli, Giacomo Capizzi, Christian Napoli, Corrado Rametta
2020 J jnl
A spiking neural network-based long-term prediction system for biogas production.
Neural Networks
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak, Gianluca Susi
2020 J jnl
An Entropy Evaluation Algorithm to Improve Transmission Efficiency of Compressed Data in Pervasive Healthcare Mobile Sensor Networks.
IEEE Access
Giacomo Capizzi, Salvatore Coco, Grazia Lo Sciuto, Christian Napoli, Waldemar Holubowski
2020 — ed.
Proceedings of the 5th Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM 2020), Online, May 20, 2020.
SYSTEM
Marcin Wozniak, Giacomo Capizzi
2020 J jnl
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning.
IEEE Trans. Fuzzy Syst.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Dawid Polap, Marcin Wozniak
2019 J jnl
A Novel 2-D FIR Filter Design Methodology Based on a Gaussian-Based Approximation.
IEEE Signal Process. Lett.
Giacomo Capizzi, Grazia Lo Sciuto
2019 — conf
Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy.
AIRO@AI*IA
Giacomo Capizzi, Christian Napoli, Samuele Russo, Marcin Wozniak
2019 — conf
Modification of Parallelization of Modified Merge Sort Algorithm.
ICIST
Zbigniew Marszalek, Giacomo Capizzi
2019 — conf
Parameter Identification of the Fractional Order Heat Conduction Model Using a Hybrid Algorithm.
ICIST
Rafal Brociek, Damian Slota, Giacomo Capizzi, Grazia Lo Sciuto
2019 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 30, 2019.
SYSTEM
Giacomo Capizzi, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2018 J jnl
A New Iterative FIR Filter Design Approach Using a Gaussian Approximation.
IEEE Signal Process. Lett.
Giacomo Capizzi, Salvatore Coco, Grazia Lo Sciuto, Christian Napoli
2018 J jnl
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis.
Neural Networks
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak
2018 J jnl
Advanced and Adaptive Dispatch for Smart Grids by Means of Predictive Models.
IEEE Trans. Smart Grid
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
2018 J jnl
An advanced neural network based solution to enforce dispatch continuity in smart grids.
Appl. Soft Comput.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
2018 — conf
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak
2018 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 28, 2018.
SYSTEM
Giacomo Capizzi, Robertas Damasevicius, Audrius Lopata, Tomas Krilavicius, Christian Napoli, Marcin Wozniak
2018 J jnl
Rainfall Estimation Based on the Intensity of the Received Signal in a LTE/4G Mobile Terminal by Using a Probabilistic Neural Network.
IEEE Access
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Francesco Scaglione
2018 J jnl
Small lung nodules detection based on local variance analysis and probabilistic neural network.
Comput. Methods Programs Biomed.
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto, Leon Kosmider, Katarzyna Frankiewicz
2018 C conf
The impact of parallel programming on faster image filtering.
FedCSIS
Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak
2017 — conf
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks.
IJCRS (2)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Francesco Scaglione, Dawid Polap, Marcin Wozniak
2017 C conf
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network.
FedCSIS
Giacomo Capizzi, Grazia Lo Sciuto, Francesco Beritelli, Francesco Scaglione, Dawid Polap, Kamil Ksiazek, Marcin Wozniak
2017 — conf
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Dor Gotleyb, Sivan Linde, Rafi Shikler, Marcin Wozniak, Dawid Polap
2017 — conf
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network.
ICAISC (2)
Shiran Nabha Barnea, Grazia Lo Sciuto, Nathaniel Hai, Rafi Shikler, Giacomo Capizzi, Marcin Wozniak, Dawid Polap
2017 — conf
The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm.
ICAISC (2)
Marcin Gabryel, Giacomo Capizzi
2016 — conf
A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing.
ICAISC (2)
Giacomo Capizzi, Grazia Lo Sciuto, Marcin Wozniak, Robertas Damasevicius
2016 J jnl
A Multithread Nested Neural Network Architecture to Model Surface Plasmon Polaritons Propagation.
Micromachines
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
2016 J jnl
A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification.
Int. J. Comput. Sci. Appl.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2016 C conf
Toward adaptive heuristic video frames capturing and correction in real-time.
FedCSIS
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto
2015 B conf
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition.
IJCNN
Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi
2015 C conf
Automatic classification of fruit defects based on co-occurrence matrix and neural networks.
FedCSIS
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2015 — conf
Mobile Agents with Recurrent Neural Networks-based Computing Model for Echo Cancellation Problem.
WOA
Giacomo Capizzi, Francesco Bonanno, Grazia Lo Sciuto
2014 — conf
A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP.
ICAISC (1)
Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
2014 J jnl
A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP.
CoRR
Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
2013 J jnl
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module.
CoRR
Francesco Bonanno, Giacomo Capizzi, Christian Napoli, Giorgio Graditi, Giuseppe Marco Tina
2013 J jnl
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting.
CoRR
Giacomo Capizzi, Christian Napoli, Francesco Bonanno
2012 — conf
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys.
ICAISC (1)
Giacomo Capizzi, Christian Napoli, Lucio Paternò
2012 J jnl
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting.
IEEE Trans. Neural Networks Learn. Syst.
Giacomo Capizzi, Christian Napoli, Francesco Bonanno
2004 Misc conf
A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks.
ICAISC
Giacomo Capizzi, Salvatore Coco, Antonio Laudani, Giuseppe Pappalardo
1999 — conf
A New Clustering Based System for Automated Object Recognition.
IIA/SOCO
E. Alessi, Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo
1999 — conf
Image Recognition by Wavelet Transforms.
IIA/SOCO
Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo