Christian Napoli

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 86

Top Venues

Publications

Leandro Maglianella, Lorenzo Nicoletti, Stefano Giagu, Christian Napoli, Simone Scardapane
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition. Comput. Softw. Big Sci. 7 (1) (2023)
Krystian Lapa, Danuta Rutkowska, Aleksander Byrski, Christian Napoli
A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms. J. Artif. Intell. Soft Comput. Res. 13 (4) (2023)
Andrea Alfarano, Giorgio De Magistris, Leonardo Mongelli, Samuele Russo, Janusz T. Starczewski, Christian Napoli
A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection. ICAISC (2) (2023)
Emanuele Iacobelli, Valerio Ponzi, Samuele Russo, Christian Napoli
Eye-Tracking System with Low-End Hardware: Development and Evaluation. Inf. 14 (12) (2023)
Carlo Ciancarelli, Giorgio De Magistris, Salvatore Cognetta, Daniele Appetito, Christian Napoli, Daniele Nardi
A GAN Approach for Anomaly Detection in Spacecraft Telemetries. SOCO (2022)
Katarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski
Type-2 Fuzzy Classifier with Smooth Type-Reduction. ICAISC (1) (2022)
Giorgio De Magistris, Matteo Romano, Janusz T. Starczewski, Christian Napoli
A Novel DWT-based Encoder for Human Pose Estimation. SYSTEM (2022)
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)
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) (2022)
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) (2022)
Giorgio De Magistris, Emanuele Iacobelli, Rafal Brociek, Christian Napoli
An Automatic CNN-driven Face Mask Detection Algorithm Tested During the COVID-19 Pandemics. ICYRIME (2022)
Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli
Semantic Hashing for Fast Solar Magnetogram Retrieval. J. Artif. Intell. Soft Comput. Res. 12 (4) (2022)
Giorgio De Magistris, Danilo Comminiello, Christian Napoli, Janusz T. Starczewski
Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks (short paper). AIRO@AI*IA (2022)
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)
Valerio Ponzi, Samuele Russo, Agata Wajda, Rafal Brociek, Christian Napoli
Analysis of Pre and Post COVID-19 Pandemic Rorschach Test Data of Using EM Algorithms and GMM Models. SYSTEM (2022)
Enrico Prosperi, Giada Guidi, Christian Napoli, Lucio Gnessi, Luca Iocchi
Therapeutic educational robot enhancing social interactions in the management of obesity. Future Internet 9 (2022)
Valerio Ponzi, Emanuele Iacobelli, Christian Napoli, Janusz T. Starczewski
A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction. ICYRIME (2022)
Valerio Ponzi, Samuele Russo, Agata Wajda, Christian Napoli
A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data. ICYRIME (2022)
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) (2022)
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 (2022)
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) (2022)
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)
Valerio Ponzi, Samuele Russo, Valerio Bianco, Christian Napoli, Agata Wajda
Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study. ICYRIME (2021)
Francesco Beritelli, Giacomo Capizzi, Corrado Rametta, Christian Napoli
FPGA Implementation of a BPSK Modulator with Frequency Hopping. ICYRIME (2021)
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)
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)
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) (2021)
Giorgio De Magistris, Corrado Rametta, Giacomo Capizzi, Christian Napoli
FPGA Implementation of a Parallel DDS for Wide-Band Applications. SYSTEM (2021)
Nicolo' Brandizzi, Andrea Fanti, Roberto Gallotta, Christian Napoli
FEFFuL: a Few-Examples Fitness Function Learner. SYSTEM (2021)
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)
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 (2021)
Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli
Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree. ICAISC (2) (2020)
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)
Salvatore Ivan Illari, Samuele Russo, Roberta Avanzato, Christian Napoli
A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients. SYSTEM (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)
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) (2020)
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) (2019)
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)
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)
Grazia Lo Sciuto, Samuele Russo, Christian Napoli
A cloud-based flexible solution for psychometric tests validation, administration and evaluation. SYSTEM (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)
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)
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)
Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. ICAISC (2) (2017)
Andrea Fornaia, Christian Napoli, Emiliano Tramontana
Cloud Services for On-Demand Vehicles Management. Inf. Technol. Control. 46 (4) (2017)
Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak
IMF mode demixing in EMD for jitter analysis. J. Comput. Sci. 22 (2017)
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)
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
Application of Bio-Inspired Methods in Distributed Gaming Systems. Inf. Technol. Control. 46 (1) (2017)
Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli
Handwriting Recognition with Extraction of Letter Fragments. ICAISC (2) (2017)
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)
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana
Is swarm intelligence able to create mazes? CoRR (2016)
Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. ICAISC (1) (2016)
Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak
IMF remixing for mode demixing in EMD and application for jitter analysis. ISCC (2016)
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
Graphic object feature extraction system based on Cuckoo Search Algorithm. Expert Syst. Appl. 66 (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)
Christian Napoli, Emiliano Tramontana
A Cloud Oriented Support for Motion Detection in Video Surveillance Systems Using Computational Intelligence. ICIST (2016)
Christian Napoli, Emiliano Tramontana
Massively parallel WRNN reconstructors for spectrum recovery in astronomical photometrical surveys. Neural Networks 83 (2016)
Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Enhancing City Transportation Services Using Cloud Support. ICIST (2016)
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) (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)
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)
Christian Napoli, Emiliano Tramontana, Gabriella Verga
Extracting Location Names from Unstructured Italian Texts Using Grammar Rules and MapReduce. ICIST (2016)
Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak
Self Organizing Maps for 3D Face Understanding. ICAISC (2) (2016)
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) (2016)
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) (2016)
Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli
A First Attempt to Cloud-Based User Verification in Distributed System. CoRR (2016)
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)
Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Using AOP Neural Networks to Infer User Behaviours and Interests. WOA (2015)
Andrea Fornaia, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
An AO System for OO-GPU Programming. WOA (2015)
Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. IJCNN (2015)
Marcin Wozniak, Dawid Polap, Leon Kosmider, Christian Napoli, Emiliano Tramontana
A Novel Approach Toward X-RAY Images Classifier. SSCI (2015)
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) (2015)
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Robertas Damasevicius
Is the Colony of Ants Able to Recognize Graphic Objects? ICIST (2015)
Christian Napoli, Emiliano Tramontana
An Object-Oriented Neural Network Toolbox Based on Design Patterns. ICIST (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)
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)
Christian Napoli, Emiliano Tramontana, Marcin Wozniak
Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks. SSCI (2015)
Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. ICAISC (1) (2015)
Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Novel approach toward medical signals classifier. IJCNN (2015)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
A hybrid neuro-wavelet predictor for QoS control and stability. CoRR (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak
Simplified firefly algorithm for 2D image key-points search. CoRR (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
An Agent-driven Semantical Identifier Using Radial Basis Neural Networks and Reinforcement Learning. WOA (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Improving files availability for BitTorrent using a diffusion model. CoRR (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak
Simplified firefly algorithm for 2D image key-points search. CIHLI (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning. 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. CoRR (2014)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Improving Files Availability for Bittorrent Using a Diffusion Model. WETICE (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)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Using Modularity Metrics to assist Move Method Refactoring of Large System. CoRR (2013)
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)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
A Hybrid Neuro-Wavelet Predictor for QoS Control and Stability. AI*IA (2013)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Using Modularity Metrics to Assist Move Method Refactoring of Large Systems. CISIS (2013)

Christian Napoli.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Christian Napoli