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2020 – today
- 2024
[j18]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: 93051-93059 (2024)- [c25]Grazia Lo Sciuto, Pawel Kowol, Giacomo Capizzi:
Equivalent electrical circuit design of a magnetorheological rotary brake. ECAI 2024: 1-5 - 2023
- [j17]Rafal Brociek, Agata Wajda, Giacomo Capizzi, Damian Slota:
Parameter Estimation in the Mathematical Model of Bacterial Colony Patterns in Symmetry Domain. Symmetry 15(4): 782 (2023) - [c24]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: 1-4 - 2022
- [j16]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): 3153 (2022) - [j15]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): 7486 (2022) - 2021
- [j14]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): 2443-2464 (2021) - [c23]Francesco Beritelli, Giacomo Capizzi, Corrado Rametta, Christian Napoli:
FPGA Implementation of a BPSK Modulator with Frequency Hopping. ICYRIME 2021: 40-44 - [c22]Roberta Avanzato, Francesco Beritelli, Giacomo Capizzi, Christian Napoli, Corrado Rametta:
Soil Moisture Estimation based on the RSSI of RFID Modules. IDAACS 2021: 647-652 - [c21]Giorgio De Magistris, Corrado Rametta, Giacomo Capizzi, Christian Napoli:
FPGA Implementation of a Parallel DDS for Wide-Band Applications. SYSTEM 2021: 12-16 - 2020
- [j13]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: 4668-4678 (2020) - [j12]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: 271-279 (2020) - [j11]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): 1178-1189 (2020) - [e3]Marcin Wozniak, Giacomo Capizzi:
Proceedings of the 5th Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM 2020), Online, May 20, 2020. CEUR Workshop Proceedings 2694, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [j10]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): 362-366 (2019) - [c20]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: 7-12 - [c19]Zbigniew Marszalek, Giacomo Capizzi:
Modification of Parallelization of Modified Merge Sort Algorithm. ICIST 2019: 428-440 - [c18]Rafal Brociek, Damian Slota, Giacomo Capizzi, Grazia Lo Sciuto:
Parameter Identification of the Fractional Order Heat Conduction Model Using a Hybrid Algorithm. ICIST 2019: 475-484 - [e2]Giacomo Capizzi, Robertas Damasevicius, Dawid Polap, Marcin Wozniak:
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 30, 2019. CEUR Workshop Proceedings 2468, CEUR-WS.org 2019 [contents] - 2018
- [j9]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: 30865-30873 (2018) - [j8]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: 768-775 (2018) - [j7]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: 173-180 (2018) - [j6]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: 331-338 (2018) - [j5]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): 1615-1619 (2018) - [j4]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): 6684-6691 (2018) - [c17]Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak:
The impact of parallel programming on faster image filtering. FedCSIS 2018: 545-550 - [c16]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: 711-722 - [e1]Giacomo Capizzi, Robertas Damasevicius, Audrius Lopata, Tomas Krilavicius, Christian Napoli, Marcin Wozniak:
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 28, 2018. CEUR Workshop Proceedings 2147, CEUR-WS.org 2018 [contents] - 2017
- [c15]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: 601-606 - [c14]Marcin Gabryel, Giacomo Capizzi:
The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm. ICAISC (2) 2017: 43-51 - [c13]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: 378-389 - [c12]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: 518-532 - [c11]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: 505-512 - 2016
- [j3]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): 45-60 (2016) - [j2]Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana:
A Multithread Nested Neural Network Architecture to Model Surface Plasmon Polaritons Propagation. Micromachines 7(7): 110 (2016) - [c10]Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto:
Toward adaptive heuristic video frames capturing and correction in real-time. FedCSIS 2016: 849-852 - [c9]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: 613-623 - 2015
- [c8]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: 861-867 - [c7]Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi:
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. IJCNN 2015: 1-7 - [c6]Giacomo Capizzi, Francesco Bonanno, Grazia Lo Sciuto:
Mobile Agents with Recurrent Neural Networks-based Computing Model for Echo Cancellation Problem. WOA 2015: 109-114 - 2014
- [c5]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: 22-33 - [i3]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 abs/1406.3149 (2014) - 2013
- [i2]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 abs/1308.2375 (2013) - [i1]Giacomo Capizzi, Christian Napoli, Francesco Bonanno:
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting. CoRR abs/1308.3524 (2013) - 2012
- [j1]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): 1805-1815 (2012) - [c4]Giacomo Capizzi, Christian Napoli, Lucio Paternò:
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys. ICAISC (1) 2012: 21-29
2000 – 2009
- 2004
- [c3]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: 676-681
1990 – 1999
- 1999
- [c2]E. Alessi, Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo:
A New Clustering Based System for Automated Object Recognition. IIA/SOCO 1999 - [c1]Giacomo Capizzi, Salvatore Coco, Giuseppe Pappalardo:
Image Recognition by Wavelet Transforms. IIA/SOCO 1999
Coauthor Index
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