Giacomo Capizzi

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 37

Top Topics

Top Venues

Publications

Grazia Lo Sciuto, Joanna Bijak, Zygmunt Kowalik, Pawel Kowol, Rafal Brociek, Giacomo Capizzi
Deep Learning Model for Magnetic Flux Density Prediction in Magnetic Spring on the Vibration Generator. IEEE Access 12 (2024)
Grazia Lo Sciuto, Pawel Kowol, Giacomo Capizzi
Equivalent electrical circuit design of a magnetorheological rotary brake. ECAI (2024)
Rafal Brociek, Agata Wajda, Giacomo Capizzi, Damian Slota
Parameter Estimation in the Mathematical Model of Bacterial Colony Patterns in Symmetry Domain. Symmetry 15 (4) (2023)
Grazia Lo Sciuto, Pawel Kowol, Pawel Nowak, Waclaw Banas, Salvo Coco, Giacomo Capizzi
Neural network developed for obstacle avoidance of the four wheeled electric vehicle. ICECS (2023)
Grazia Lo Sciuto, Christian Napoli, Pawel Kowol, Giacomo Capizzi, Rafal Brociek, Agata Wajda, Damian Slota
Multilayer Plasmonic Nanostructures for Improved Sensing Activities Using a FEM and Neurocomputing-Based Approach. Sensors 22 (19) (2022)
Rafal Brociek, Agata Wajda, Grazia Lo Sciuto, Damian Slota, Giacomo Capizzi
Computational Methods for Parameter Identification in 2D Fractional System with Riemann-Liouville Derivative. Sensors 22 (9) (2022)
Francesco Beritelli, Giacomo Capizzi, Corrado Rametta, Christian Napoli
FPGA Implementation of a BPSK Modulator with Frequency Hopping. ICYRIME (2021)
Grazia Lo Sciuto, Giacomo Capizzi, Rafi Shikler, Christian Napoli
Organic solar cells defects classification by using a new feature extraction algorithm and an EBNN with an innovative pruning algorithm. Int. J. Intell. Syst. 36 (6) (2021)
Roberta Avanzato, Francesco Beritelli, Giacomo Capizzi, Christian Napoli, Corrado Rametta
Soil Moisture Estimation based on the RSSI of RFID Modules. IDAACS (2021)
Giorgio De Magistris, Corrado Rametta, Giacomo Capizzi, Christian Napoli
FPGA Implementation of a Parallel DDS for Wide-Band Applications. SYSTEM (2021)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Dawid Polap, Marcin Wozniak
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak, Gianluca Susi
A spiking neural network-based long-term prediction system for biogas production. Neural Networks 129 (2020)
Giacomo Capizzi, Salvatore Coco, Grazia Lo Sciuto, Christian Napoli, Waldemar Holubowski
An Entropy Evaluation Algorithm to Improve Transmission Efficiency of Compressed Data in Pervasive Healthcare Mobile Sensor Networks. IEEE Access 8 (2020)
Giacomo Capizzi, Grazia Lo Sciuto
A Novel 2-D FIR Filter Design Methodology Based on a Gaussian-Based Approximation. IEEE Signal Process. Lett. 26 (2) (2019)
Giacomo Capizzi, Christian Napoli, Samuele Russo, Marcin Wozniak
Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy. AIRO@AI*IA (2019)
Zbigniew Marszalek, Giacomo Capizzi
Modification of Parallelization of Modified Merge Sort Algorithm. ICIST (2019)
Rafal Brociek, Damian Slota, Giacomo Capizzi, Grazia Lo Sciuto
Parameter Identification of the Fractional Order Heat Conduction Model Using a Hybrid Algorithm. ICIST (2019)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
An advanced neural network based solution to enforce dispatch continuity in smart grids. Appl. Soft Comput. 62 (2018)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis. Neural Networks 108 (2018)
Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak
The impact of parallel programming on faster image filtering. FedCSIS (2018)
Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. ICAISC (2) (2018)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
Advanced and Adaptive Dispatch for Smart Grids by Means of Predictive Models. IEEE Trans. Smart Grid 9 (6) (2018)
Giacomo Capizzi, Salvatore Coco, Grazia Lo Sciuto, Christian Napoli
A New Iterative FIR Filter Design Approach Using a Gaussian Approximation. IEEE Signal Process. Lett. 25 (11) (2018)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Francesco Scaglione
Rainfall Estimation Based on the Intensity of the Received Signal in a LTE/4G Mobile Terminal by Using a Probabilistic Neural Network. IEEE Access 6 (2018)
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto, Leon Kosmider, Katarzyna Frankiewicz
Small lung nodules detection based on local variance analysis and probabilistic neural network. Comput. Methods Programs Biomed. 161 (2018)
Marcin Gabryel, Giacomo Capizzi
The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm. ICAISC (2) (2017)
Shiran Nabha Barnea, Grazia Lo Sciuto, Nathaniel Hai, Rafi Shikler, Giacomo Capizzi, Marcin Wozniak, Dawid Polap
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network. ICAISC (2) (2017)
Grazia Lo Sciuto, Giacomo Capizzi, Dor Gotleyb, Sivan Linde, Rafi Shikler, Marcin Wozniak, Dawid Polap
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier. ICAISC (2) (2017)
Giacomo Capizzi, Grazia Lo Sciuto, Francesco Beritelli, Francesco Scaglione, Dawid Polap, Kamil Ksiazek, Marcin Wozniak
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network. FedCSIS (2017)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Francesco Scaglione, Dawid Polap, Marcin Wozniak
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks. IJCRS (2) (2017)
Giacomo Capizzi, Grazia Lo Sciuto, Marcin Wozniak, Robertas Damasevicius
A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing. ICAISC (2) (2016)
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto
Toward adaptive heuristic video frames capturing and correction in real-time. FedCSIS (2016)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification. Int. J. Comput. Sci. Appl. 13 (2) (2016)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana
A Multithread Nested Neural Network Architecture to Model Surface Plasmon Polaritons Propagation. Micromachines 7 (7) (2016)
Giacomo Capizzi, Francesco Bonanno, Grazia Lo Sciuto
Mobile Agents with Recurrent Neural Networks-based Computing Model for Echo Cancellation Problem. WOA (2015)
Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. IJCNN (2015)
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
Automatic classification of fruit defects based on co-occurrence matrix and neural networks. FedCSIS (2015)
Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP. CoRR (2014)
Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP. ICAISC (1) (2014)
Giacomo Capizzi, Christian Napoli, Francesco Bonanno
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting. CoRR (2013)
Francesco Bonanno, Giacomo Capizzi, Christian Napoli, Giorgio Graditi, Giuseppe Marco Tina
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module. CoRR (2013)
Giacomo Capizzi, Christian Napoli, Lucio Paternò
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys. ICAISC (1) (2012)
Giacomo Capizzi, Christian Napoli, Francesco Bonanno
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting. IEEE Trans. Neural Networks Learn. Syst. 23 (11) (2012)
Giacomo Capizzi, Salvatore Coco, Antonio Laudani, Giuseppe Pappalardo
A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks. ICAISC (2004)
E. Alessi, Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo
A New Clustering Based System for Automated Object Recognition. IIA/SOCO (1999)
Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo
Image Recognition by Wavelet Transforms. IIA/SOCO (1999)