Fabio Giampaolo
Orcid: 0000-0002-7989-0258
According to our database1,
Fabio Giampaolo
authored at least 48 papers
between 2019 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Predictive maintenance for offshore oil wells by means of deep learning features extraction.
Expert Syst. J. Knowl. Eng., February, 2024
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems.
J. Netw. Comput. Appl., 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 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
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting.
Inf. Fusion, December, 2023
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning.
IEEE J. Biomed. Health Informatics, October, 2023
Comput. Math. Appl., September, 2023
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering.
Neural Comput. Appl., June, 2023
Inf. Sci., May, 2023
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario.
IEEE Internet Things J., February, 2023
Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications.
IEEE Trans. Ind. Informatics, 2023
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples.
Inf. Fusion, 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
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
2022
IEEE J. Biomed. Health Informatics, 2022
Neural Comput. Appl., 2022
GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals.
Neural Comput. Appl., 2022
Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next.
J. Sci. Comput., 2022
J. King Saud Univ. Comput. Inf. Sci., 2022
Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: Analysis with doctor evaluation.
Future Gener. Comput. Syst., 2022
Expert Syst. Appl., 2022
Comput. Math. Appl., 2022
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
Neural Comput. Appl., 2021
Inf. Syst. Frontiers, 2021
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion.
Inf. Fusion, 2021
Neurocomputing, 2021
2020
Pervasive Mob. Comput., 2020
Multim. Tools Appl., 2020
Designing an efficient parallel spectral clustering algorithm on multi-core processors in Julia.
J. Parallel Distributed Comput., 2020
Future Gener. Comput. Syst., 2020
IEEE Intell. Syst., 2020
Eng. Appl. Artif. Intell., 2020
2019
A Travelling Wave Solution for Nonlinear Colloid Facilitated Mass Transport in Porous Media.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019