Francesco Piccialli
Orcid: 0000-0002-5179-2496Affiliations:
- University of Naples Federico II, Italy
According to our database1,
Francesco Piccialli
authored at least 178 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
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on orcid.org
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Bibliography
2025
Future Gener. Comput. Syst., 2025
Guest Editorial for the Special Issue on Federated Learning on the Edge: Challenges and Future Directions.
Future Gener. Comput. Syst., 2025
2024
IEEE Trans. Artif. Intell., March, 2024
J. Ambient Intell. Humaniz. Comput., February, 2024
Predictive maintenance for offshore oil wells by means of deep learning features extraction.
Expert Syst. J. Knowl. Eng., February, 2024
Future Gener. Comput. Syst., January, 2024
Railway safety through predictive vertical displacement analysis using the PINN-EKF synergy.
Math. Comput. Simul., 2024
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems.
J. Netw. Comput. Appl., 2024
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency.
Inf. Fusion, 2024
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection.
Comput. Commun., 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024
Proceedings of the IEEE Symposium on Computers and Communications, 2024
SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024, 2024
2023
The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems.
IEEE Syst. J., December, 2023
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting.
Inf. Fusion, December, 2023
Inf. Fusion, November, 2023
A Deep Learning Approach for Long-Term Traffic Flow Prediction With Multifactor Fusion Using Spatiotemporal Graph Convolutional Network.
IEEE Trans. Intell. Transp. Syst., August, 2023
Special issue on deep learning and big data analytics for medical e-diagnosis/AI-based e-diagnosis.
Neural Comput. Appl., August, 2023
Inf. Sci., May, 2023
An Attention-Based Cycle-Consistent Generative Adversarial Network for IoT Data Generation and Its Application in Smart Energy Systems.
IEEE Trans. Ind. Informatics, April, 2023
Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications.
IEEE Trans. Ind. Informatics, 2023
Automated Pulmonary Nodule Classification and Detection Using Deep Learning Architectures.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Proceedings of the 31st Euromicro International Conference on Parallel, 2023
Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023
Investigating Random Variations of the Forward-Forward Algorithm for Training Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023
Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture.
Proceedings of the IEEE International Conference on Web Services, 2023
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2023
Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0.
Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023
Proceedings of the IEEE Intl Conf on Dependable, 2023
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
ACM Trans. Parallel Comput., 2022
M-T2F: A High-Efficient Contention Protocol for Wireless Networking in Cyber-Physical-Social Systems.
IEEE Trans. Netw. Sci. Eng., 2022
A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE J. Biomed. Health Informatics, 2022
From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where.
IEEE Trans. Ind. Informatics, 2022
SWCGAN: Generative Adversarial Network Combining Swin Transformer and CNN for Remote Sensing Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Memory-augmented neural networks based dynamic complex image segmentation in digital twins for self-driving vehicle.
Pattern Recognit., 2022
Deep learning-based ambient assisted living for self-management of cardiovascular conditions.
Neural Comput. Appl., 2022
Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next.
J. Sci. Comput., 2022
An improved Nyström spectral graph clustering using <i>k</i>-core decomposition as a sampling strategy for large networks.
J. King Saud Univ. Comput. Inf. Sci., 2022
Heterogeneous data fusion considering spatial correlations using graph convolutional networks and its application in air quality prediction.
J. King Saud Univ. Comput. Inf. Sci., 2022
J. King Saud Univ. Comput. Inf. Sci., 2022
IEEE Internet Things Mag., 2022
Neurocomputing, 2022
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Vehicles.
J. Grid Comput., 2022
Expert Syst. Appl., 2022
A Deep Learning Approach for Predicting Two-dimensional Soil Consolidation Using Physics-Informed Neural Networks (PINN).
CoRR, 2022
Comput. Math. Appl., 2022
Numerical modeling of the propagation process of landslide surge using physics-informed deep learning.
Adv. Model. Simul. Eng. Sci., 2022
A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging.
Proceedings of the Parallel Processing and Applied Mathematics, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE Intl. Conf. on Dependable, 2022
2021
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data.
ACM Trans. Internet Techn., 2021
ACM Trans. Internet Techn., 2021
ACM Trans. Internet Techn., 2021
Internet of Vehicles: Key Technologies, Network Model, Solutions and Challenges With Future Aspects.
IEEE Trans. Intell. Transp. Syst., 2021
An Enhanced Multi-Hop Intersection-Based Geographical Routing Protocol for the Internet of Connected Vehicles Network.
IEEE Trans. Intell. Transp. Syst., 2021
IEEE Trans. Ind. Informatics, 2021
Lucy With Agents in the Sky: Trustworthiness of Cloud Storage for Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2021
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
Nature-inspired algorithm-based secure data dissemination framework for smart city networks.
Neural Comput. Appl., 2021
Inf. Syst. Frontiers, 2021
A Deep-Learning-Based Smart Healthcare System for Patient's Discomfort Detection at the Edge of Internet of Things.
IEEE Internet Things J., 2021
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion.
Inf. Fusion, 2021
Neurocomputing, 2021
Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning.
IEEE CAA J. Autom. Sinica, 2021
Future Gener. Comput. Syst., 2021
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving.
CoRR, 2021
Special issue on toward the Internet of Things of year 2020: Applications and future trends.
Concurr. Comput. Pract. Exp., 2021
Anomaly detection and trust authority in artificial intelligence and cloud computing.
Comput. Networks, 2021
An efficient combined deep neural network based malware detection framework in 5G environment.
Comput. Networks, 2021
An efficient graph clustering algorithm by exploiting <i>k</i>-core decomposition and motifs.
Comput. Electr. Eng., 2021
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention.
Big Data, 2021
IEEE Access, 2021
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021
2020
A Sustainable Solution to Support Data Security in High Bandwidth Healthcare Remote Locations by Using TCP CUBIC Mechanism.
IEEE Trans. Sustain. Comput., 2020
IEEE Trans. Ind. Informatics, 2020
IEEE Trans. Ind. Informatics, 2020
ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets.
Soft Comput., 2020
Pervasive Mob. Comput., 2020
IEEE Netw., 2020
Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum.
Neural Comput. Appl., 2020
Multim. Tools Appl., 2020
Knowl. Inf. Syst., 2020
J. Comput. Appl. Math., 2020
An accurate and dynamic predictive model for a smart M-Health system using machine learning.
Inf. Sci., 2020
IEEE Internet Things J., 2020
Future Gener. Comput. Syst., 2020
Future Gener. Comput. Syst., 2020
Future Gener. Comput. Syst., 2020
A computational method for the European option price in an Internet of Things framework.
Future Gener. Comput. Syst., 2020
IEEE Intell. Syst., 2020
Eng. Appl. Artif. Intell., 2020
Comput. Sci. Rev., 2020
KCoreMotif: An Efficient Graph Clustering Algorithm for Large Networks by Exploiting k-core Decomposition and Motifs.
CoRR, 2020
Corrigendum to "Link quality and energy utilization based preferable next hop selection routing for wireless body area networks" [Comput. Commun. 149 (2020) 382-392].
Comput. Commun., 2020
Link quality and energy utilization based preferable next hop selection routing for wireless body area networks.
Comput. Commun., 2020
IEEE Access Special Section Editorial: Cloud-Fog-Edge Computing in Cyber-Physical-Social Systems (CPSS).
IEEE Access, 2020
2019
Serious Games and In-Cloud Data Analytics for the Virtualization and Personalization of Rehabilitation Treatments.
IEEE Trans. Ind. Informatics, 2019
Future Gener. Comput. Syst., 2019
IEEE Access Special Section Editorial: Intelligent Systems for the Internet of Things.
IEEE Access, 2019
Proceedings of the Numerical Computations: Theory and Algorithms, 2019
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
2018
J. Parallel Distributed Comput., 2018
J. Parallel Distributed Comput., 2018
Reproducing dynamics related to an Internet of Things framework: A numerical and statistical approach.
J. Parallel Distributed Comput., 2018
J. Netw. Comput. Appl., 2018
IEEE Internet Things J., 2018
Int. J. Parallel Program., 2018
Int. J. Parallel Program., 2018
A Framework for Assessing Reusability Using Package Cohesion Measure in Aspect Oriented Systems.
Int. J. Parallel Program., 2018
A (multi) GPU iterative reconstruction algorithm based on Hessian penalty term for sparse MRI.
Int. J. Grid Util. Comput., 2018
A perspective on applications of in-memory and associative approaches supporting cultural big data analytics.
Int. J. Comput. Sci. Eng., 2018
Int. J. Comput. Sci. Eng., 2018
Editorial for FGCS special issue: The Internet of Cultural Things: Towards a Smart Cultural heritage.
Future Gener. Comput. Syst., 2018
Future Gener. Comput. Syst., 2018
Centrality in heterogeneous social networks for lurkers detection: An approach based on hypergraphs.
Concurr. Comput. Pract. Exp., 2018
Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018
Proceedings of the Advances in Network-Based Information Systems, 2018
2017
Pers. Ubiquitous Comput., 2017
A novel approach for automatic text analysis and generation for the cultural heritage domain.
Multim. Tools Appl., 2017
Enabling multimedia aware vertical handover Management in Internet of Things based heterogeneous wireless networks.
Multim. Tools Appl., 2017
Understanding Customer Experience Diffusion on Social Networking Services by Big Data Analytics.
Mob. Networks Appl., 2017
The Internet of Things Supporting Context-Aware Computing: A Cultural Heritage Case Study.
Mob. Networks Appl., 2017
Int. J. Ad Hoc Ubiquitous Comput., 2017
An associative engines based approach supporting collaborative analytics in the Internet of cultural things.
Future Gener. Comput. Syst., 2017
IoT-based collaborative reputation system for associating visitors and artworks in a cultural scenario.
Expert Syst. Appl., 2017
Concurr. Comput. Pract. Exp., 2017
Concurr. Comput. Pract. Exp., 2017
Spatio-Temporal Contextualization of Queries for Microtexts in Social Media: Mathematical Modeling.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017
Remarks on a computational estimator for the barrier option pricing in an IoT scenario.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017
2016
Sensitivity Mining in Social Pulses to Address Cultural Heritage Competitive Intelligence.
Int. J. Knowl. Soc. Res., 2016
Comput. Electr. Eng., 2016
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Cultural Heritage and Social Pulse: A Semantic Approach for CH Sensitivity Discovery in Social Media Data.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016
Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016
Proceedings of the Advances on P2P, 2016
2015
Smart environments and Cultural Heritage: a novel approach to create <i>intelligent</i> cultural spaces.
J. Locat. Based Serv., 2015
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015
The TrUST Project: Improving the Fruition of Historical Centres through Smart Objects.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015
A Mathematical Formulation for Estimating Age Levels in the Carolina Curriculum.
Proceedings of the HEALTHINF 2015, 2015
Proceedings of the 10th International Conference on P2P, 2015
An Associative Engines Based Approach Supporting Collaborative Analytics in the Internet of Cultural Things.
Proceedings of the 10th International Conference on P2P, 2015
2014
Comput. Math. Methods Medicine, 2014
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014
A location-based smart application applied to cultural heritage environments.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Proceedings of the Eighth International Conference on Next Generation Mobile Apps, 2014
Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014
CarolApp - A Mobile e-Health Software Project for Remote Monitoring of Children enrolled in the Carolina Curriculum.
Proceedings of the HEALTHINF 2014, 2014
2013
A Novel Challenge into Multimedia Cultural Heritage: An Integrated Approach to Support Cultural Information Enrichment.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013
Mobile learning for clinical practice guidelines implementation: a medical app for pediatric acute gastroenteritis.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
A Regularized MRI Image Reconstruction based on Hessian Penalty Term on CPU/GPU Systems.
Proceedings of the International Conference on Computational Science, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013) and the 3rd International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), 2013
2012
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012
2011
The C@Rolin@ Software - A System for Monitoring Skills Development of Children with Down Syndrome.
Proceedings of the HEALTHINF 2011, 2011