Christian Napoli
Orcid: 0000-0002-3336-5853
According to our database1,
Christian Napoli
authored at least 97 papers
between 2012 and 2023.
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Bibliography
2023
Artificial neural networks exploiting point cloud data for fragmented solid objects classification.
Mach. Learn. Sci. Technol., December, 2023
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition.
Comput. Softw. Big Sci., December, 2023
A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms.
J. Artif. Intell. Soft Comput. Res., October, 2023
Enhancing Sentiment Analysis on SEED-IV Dataset with Vision Transformers: A Comparative Study.
Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart City, 2023
Proceedings of the Artificial Intelligence and Soft Computing, 2023
2022
Multilayer Plasmonic Nanostructures for Improved Sensing Activities Using a FEM and Neurocomputing-Based Approach.
Sensors, 2022
Application of Heuristic Algorithms in the Tomography Problem for Pre-Mining Anomaly Detection in Coal Seams.
Sensors, 2022
A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems.
J. Artif. Intell. Soft Comput. Res., 2022
J. Artif. Intell. Soft Comput. Res., 2022
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19.
Inf., 2022
Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits.
Inf., 2022
Therapeutic educational robot enhancing social interactions in the management of obesity.
Frontiers Robotics AI, 2022
Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control.
Expert Syst. Appl., 2022
Analysis of Pre and Post COVID-19 Pandemic Rorschach Test Data of Using EM Algorithms and GMM Models.
Proceedings of the Scholar's Yearly Symposium of Technology, 2022
Proceedings of the Scholar's Yearly Symposium of Technology, 2022
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022
A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data.
Proceedings of the International Conference of Yearly Reports on Informatics, 2022
A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction.
Proceedings of the International Conference of Yearly Reports on Informatics, 2022
An Automatic CNN-driven Face Mask Detection Algorithm Tested During the COVID-19 Pandemics.
Proceedings of the International Conference of Yearly Reports on Informatics, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks (short paper).
Proceedings of the 9th Italian Workshop on Artificial Intelligence and Robotics co-located with the the 21th International Conference of the Italian Association for Artificial Intelligence, 2022
2021
J. Artif. Intell. Soft Comput. Res., 2021
Organic solar cells defects classification by using a new feature extraction algorithm and an EBNN with an innovative pruning algorithm.
Int. J. Intell. Syst., 2021
Proceedings of the Scholar's Yearly Symposium of Technology, 2021
Proceedings of the Scholar's Yearly Symposium of Technology, 2021
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021
Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study.
Proceedings of the International Conference of Yearly Reports on Informatics, 2021
Proceedings of the International Conference of Yearly Reports on Informatics, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021
2020
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning.
IEEE Trans. Fuzzy Syst., 2020
Neural Networks, 2020
J. Artif. Intell. Soft Comput. Res., 2020
An Entropy Evaluation Algorithm to Improve Transmission Efficiency of Compressed Data in Pervasive Healthcare Mobile Sensor Networks.
IEEE Access, 2020
A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients.
Proceedings of the 5th Symposium for Young Scientists in Technology, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
2019
Multim. Tools Appl., 2019
A cloud-based flexible solution for psychometric tests validation, administration and evaluation.
Proceedings of the Symposium for Young Scientists in Technology, 2019
Proceedings of the 27th Euromicro International Conference on Parallel, 2019
Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy.
Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019
2018
IEEE Trans. Smart Grid, 2018
IEEE Signal Process. Lett., 2018
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis.
Neural Networks, 2018
An advanced neural network based solution to enforce dispatch continuity in smart grids.
Appl. Soft Comput., 2018
Rainfall Estimation Based on the Intensity of the Received Signal in a LTE/4G Mobile Terminal by Using a Probabilistic Neural Network.
IEEE Access, 2018
A deep learning framework for micro-calcification detection in 2D mammography and C-view.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
2017
Inf. Technol. Control., 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Open Class Authorship Attribution of Lithuanian Internet Comments using One-Class Classifier.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
2016
Cooperative Strategy for Optimal Management of Smart Grids by Wavelet RNNs and Cloud Computing.
IEEE Trans. Neural Networks Learn. Syst., 2016
Massively parallel WRNN reconstructors for spectrum recovery in astronomical photometrical surveys.
Neural Networks, 2016
A Multithread Nested Neural Network Architecture to Model Surface Plasmon Polaritons Propagation.
Micromachines, 2016
A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification.
Int. J. Comput. Sci. Appl., 2016
Expert Syst. Appl., 2016
A Cloud-Distributed GPU Architecture for Pattern Identification in Segmented Detectors Big-Data Surveys.
Comput. J., 2016
A mathematical model for file fragment diffusion and a neural predictor to manage priority queues over BitTorrent.
Int. J. Appl. Math. Comput. Sci., 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Extracting Location Names from Unstructured Italian Texts Using Grammar Rules and MapReduce.
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016
A Cloud Oriented Support for Motion Detection in Video Surveillance Systems Using Computational Intelligence.
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
2015
Intelligenza Artificiale, 2015
Proceedings of the 16th Workshop "From Objects to Agents", 2015
Proceedings of the 16th Workshop "From Objects to Agents", 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Information and Software Technologies - 21st International Conference, 2015
Proceedings of the Information and Software Technologies - 21st International Conference, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Automatic classification of fruit defects based on co-occurrence matrix and neural networks.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
2014
An Agent-driven Semantical Identifier Using Radial Basis Neural Networks and Reinforcement Learning.
Proceedings of the XV Workshop "Dagli Oggetti agli Agenti", 2014
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014
A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP.
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014
2013
CoRR, 2013
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module.
CoRR, 2013
Proceedings of the Seventh International Conference on Complex, 2013
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013
2012
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting.
IEEE Trans. Neural Networks Learn. Syst., 2012
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys.
Proceedings of the Artificial Intelligence and Soft Computing, 2012