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2020 – today
- 2022
[j32]Christian Napoli
, Giorgio De Magistris, Carlo Ciancarelli, Francesco Corallo, Francesco Russo, Daniele Nardi:
Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control. Expert Syst. Appl. 206: 117831 (2022)- [j31]Enrico Prosperi, Giada Guidi, Christian Napoli, Lucio Gnessi, Luca Iocchi:
Therapeutic educational robot enhancing social interactions in the management of obesity. Frontiers Robotics AI 9 (2022) - [j30]Giorgio De Magistris, Samuele Russo, Paolo Roma, Janusz T. Starczewski, Christian Napoli:
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19. Inf. 13(3): 137 (2022) - [j29]Nicolo' Brandizzi, Samuele Russo, Gaspare Galati, Christian Napoli:
Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits. Inf. 13(11): 511 (2022) - [j28]Janusz T. Starczewski, Krzysztof Przybyszewski, Aleksander Byrski, Eulalia Szmidt, Christian Napoli:
A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems. J. Artif. Intell. Soft Comput. Res. 12(3): 197-206 (2022) - [j27]Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli:
Semantic Hashing for Fast Solar Magnetogram Retrieval. J. Artif. Intell. Soft Comput. Res. 12(4): 299-306 (2022) - [j26]Rafal Brociek, Mariusz Pleszczynski, Adam Zielonka, Agata Wajda, Salvatore Coco, Grazia Lo Sciuto, Christian Napoli:
Application of Heuristic Algorithms in the Tomography Problem for Pre-Mining Anomaly Detection in Coal Seams. Sensors 22(19): 7297 (2022) - [j25]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) - [c42]Nicolo' Brandizzi, Andrea Fanti, Roberto Gallotta, Samuele Russo, Luca Iocchi, Daniele Nardi, Christian Napoli:
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer. ICAISC (2) 2022: 3-20 - [c41]Katarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski:
Type-2 Fuzzy Classifier with Smooth Type-Reduction. ICAISC (1) 2022: 193-202 - [c40]Carlo Ciancarelli, Giorgio De Magistris, Salvatore Cognetta, Daniele Appetito, Christian Napoli, Daniele Nardi:
A GAN Approach for Anomaly Detection in Spacecraft Telemetries. SOCO 2022: 393-402 - 2021
- [j24]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) - [j23]Michal R. Wróbel, Janusz T. Starczewski, Justyna Fijalkowska, Agnieszka Siwocha, Christian Napoli:
Handwritten Word Recognition Using Fuzzy Matching Degrees. J. Artif. Intell. Soft Comput. Res. 11(3): 229-242 (2021) - [c39]Giorgio De Magistris, Riccardo Caprari, Giulia Castro, Samuele Russo, Luca Iocchi, Daniele Nardi, Christian Napoli:
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction. AI*IA 2021: 310-325 - [c38]Lorenzo Brigato, Riccardo Sartea, Stefano Simonazzi, Alessandro Farinelli, Luca Iocchi, Christian Napoli:
Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection. ICAISC (2) 2021: 137-148 - [c37]Roberta Avanzato, Francesco Beritelli, Giacomo Capizzi, Christian Napoli, Corrado Rametta:
Soil Moisture Estimation based on the RSSI of RFID Modules. IDAACS 2021: 647-652 - [i11]Luciano Serafini, Raul Barbosa, Jasmin Grosinger, Luca Iocchi, Christian Napoli, Salvatore Rinzivillo, Jacques Robin, Alessandro Saffiotti, Teresa Scantamburlo, Peter Schüller, Paolo Traverso, Javier Vázquez-Salceda:
On some Foundational Aspects of Human-Centered Artificial Intelligence. CoRR abs/2112.14480 (2021) - 2020
- [j22]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) - [j21]Janusz T. Starczewski, Piotr Goetzen, Christian Napoli:
Triangular Fuzzy-Rough Set Based Fuzzification of Fuzzy Rule-Based Systems. J. Artif. Intell. Soft Comput. Res. 10(4): 271-285 (2020) - [j20]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) - [j19]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) - [c36]Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli:
Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree. ICAISC (2) 2020: 103-113
2010 – 2019
- 2019
- [j18]Giovanni Maria Farinella, Christian Napoli, Gabriele Nicotra, Salvatore Riccobene:
A context-driven privacy enforcement system for autonomous media capture devices. Multim. Tools Appl. 78(10): 14091-14108 (2019) - [c35]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 - [c34]Giuseppe Parasiliti, Marzio Pennisi, Pietro Biondi, Giuseppe Sgroi, Giulia Russo, Christian Napoli, Francesco Pappalardo:
A MapReduce Based Tool for the Analysis and Discovery of Novel Therapeutic Targets. PDP 2019: 323-328 - 2018
- [j17]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) - [j16]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) - [j15]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) - [j14]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) - [j13]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) - [c33]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 - [c32]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 - [c31]Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz:
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI 2018: 1071811 - 2017
- [j12]Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana:
Application of Bio-Inspired Methods in Distributed Gaming Systems. Inf. Technol. Control. 46(1): 150-164 (2017) - [j11]Andrea Fornaia, Christian Napoli, Emiliano Tramontana:
Cloud Services for On-Demand Vehicles Management. Inf. Technol. Control. 46(4): 484-498 (2017) - [j10]Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak:
IMF mode demixing in EMD for jitter analysis. J. Comput. Sci. 22: 240-252 (2017) - [c30]Algimantas Venckauskas, Arnas Karpavicius, Robertas Damasevicius, Romas Marcinkevicius, Jurgita Kapociute-Dzikiene, Christian Napoli:
Open Class Authorship Attribution of Lithuanian Internet Comments using One-Class Classifier. FedCSIS 2017: 373-382 - [c29]Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli:
Handwriting Recognition with Extraction of Letter Fragments. ICAISC (2) 2017: 183-192 - [c28]Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli:
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. ICAISC (2) 2017: 466-476 - [c27]Sebastiano Battiato, Giovanni Maria Farinella, Christian Napoli, Gabriele Nicotra, Salvatore Riccobene:
Recognizing Context for Privacy Preserving of First Person Vision Image Sequences. ICIAP (2) 2017: 580-590 - 2016
- [j9]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
A mathematical model for file fragment diffusion and a neural predictor to manage priority queues over BitTorrent. Int. J. Appl. Math. Comput. Sci. 26(1): 147 (2016) - [j8]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Gaetano Zappalà:
A Cloud-Distributed GPU Architecture for Pattern Identification in Segmented Detectors Big-Data Surveys. Comput. J. 59(3): 338-352 (2016) - [j7]Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana:
Graphic object feature extraction system based on Cuckoo Search Algorithm. Expert Syst. Appl. 66: 20-31 (2016) - [j6]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) - [j5]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) - [j4]Christian Napoli, Emiliano Tramontana:
Massively parallel WRNN reconstructors for spectrum recovery in astronomical photometrical surveys. Neural Networks 83: 42-50 (2016) - [j3]Christian Napoli, Giuseppe Pappalardo, Giuseppe Marco Tina, Emiliano Tramontana:
Cooperative Strategy for Optimal Management of Smart Grids by Wavelet RNNs and Cloud Computing. IEEE Trans. Neural Networks Learn. Syst. 27(8): 1672-1685 (2016) - [c26]Dor Gotleyb, Grazia Lo Sciuto, Christian Napoli, Rafi Shikler, Emiliano Tramontana, Marcin Wozniak:
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks. ICAISC (1) 2016: 91-103 - [c25]Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak:
Self Organizing Maps for 3D Face Understanding. ICAISC (2) 2016: 210-217 - [c24]Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli:
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. ICAISC (1) 2016: 380-391 - [c23]Christian Napoli, Emiliano Tramontana:
A Cloud Oriented Support for Motion Detection in Video Surveillance Systems Using Computational Intelligence. ICIST 2016: 453-463 - [c22]Christian Napoli, Emiliano Tramontana, Gabriella Verga:
Extracting Location Names from Unstructured Italian Texts Using Grammar Rules and MapReduce. ICIST 2016: 593-601 - [c21]Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Enhancing City Transportation Services Using Cloud Support. ICIST 2016: 695-708 - [c20]Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak:
IMF remixing for mode demixing in EMD and application for jitter analysis. ISCC 2016: 50-55 - [i10]Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana:
Is swarm intelligence able to create mazes? CoRR abs/1601.06580 (2016) - [i9]Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli:
A First Attempt to Cloud-Based User Verification in Distributed System. CoRR abs/1601.07446 (2016) - 2015
- [j2]Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
An AOP-RBPNN approach to infer user interests and mine contents on social media. Intelligenza Artificiale 9(2): 209-219 (2015) - [c19]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 - [c18]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak:
Toward Work Groups Classification Based on Probabilistic Neural Network Approach. ICAISC (1) 2015: 79-89 - [c17]Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli:
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. ICAISC (1) 2015: 469-480 - [c16]Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana:
Can We Process 2D Images Using Artificial Bee Colony? ICAISC (1) 2015: 660-671 - [c15]Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Robertas Damasevicius:
Is the Colony of Ants Able to Recognize Graphic Objects? ICIST 2015: 376-387 - [c14]Christian Napoli, Emiliano Tramontana:
An Object-Oriented Neural Network Toolbox Based on Design Patterns. ICIST 2015: 388-399 - [c13]Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi:
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. IJCNN 2015: 1-7 - [c12]Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Novel approach toward medical signals classifier. IJCNN 2015: 1-7 - [c11]Christian Napoli, Emiliano Tramontana, Marcin Wozniak:
Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks. SSCI 2015: 1476-1483 - [c10]Marcin Wozniak, Dawid Polap, Leon Kosmider, Christian Napoli, Emiliano Tramontana:
A Novel Approach Toward X-RAY Images Classifier. SSCI 2015: 1635-1641 - [c9]Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
An AO System for OO-GPU Programming. WOA 2015: 24-31 - [c8]Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Using AOP Neural Networks to Infer User Behaviours and Interests. WOA 2015: 46-52 - 2014
- [c7]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak:
Simplified firefly algorithm for 2D image key-points search. CIHLI 2014: 118-125 - [c6]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 - [c5]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Improving Files Availability for Bittorrent Using a Diffusion Model. WETICE 2014: 191-196 - [c4]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
An Agent-driven Semantical Identifier Using Radial Basis Neural Networks and Reinforcement Learning. WOA 2014 - [i8]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) - [i7]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
A hybrid neuro-wavelet predictor for QoS control and stability. CoRR abs/1406.3156 (2014) - [i6]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Improving files availability for BitTorrent using a diffusion model. CoRR abs/1409.4565 (2014) - [i5]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning. CoRR abs/1409.8484 (2014) - [i4]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak:
Simplified firefly algorithm for 2D image key-points search. CoRR abs/1412.6464 (2014) - 2013
- [c3]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
A Hybrid Neuro-Wavelet Predictor for QoS Control and Stability. AI*IA 2013: 527-538 - [c2]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Using Modularity Metrics to Assist Move Method Refactoring of Large Systems. CISIS 2013: 529-534 - [i3]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) - [i2]Giacomo Capizzi, Christian Napoli, Francesco Bonanno:
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting. CoRR abs/1308.3524 (2013) - [i1]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Using Modularity Metrics to assist Move Method Refactoring of Large System. CoRR abs/1308.4011 (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) - [c1]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
Coauthor Index
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