Diletta Chiaro

30 papers A 1B 2C 2Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
LATInsights: LLM-Powered Conversational Agents for Geospatial Climate Analytics.
ICAART (1)
Diletta Chiaro, Davide Piu, Antonio Elia Pascarella, Paolo De Piano, Giovanni Luca Giacco
2025 J jnl
AGRIFOLD: AGRIculture Federated learning for Optimized Leaf disease Detection.
Expert Syst. Appl.
Francesco Piccialli, Ciro Della Bruna, Diletta Chiaro, Pian Qi, Martina Savoia
2025 J jnl
AgentAI: A comprehensive survey on autonomous agents in distributed AI for industry 4.0.
Expert Syst. Appl.
Francesco Piccialli, Diletta Chiaro, Sundas Sarwar, Donato Cerciello, Pian Qi, Valeria Mele
2025 J jnl
CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency.
Expert Syst. J. Knowl. Eng.
Marzia Canzaniello, Stefano Izzo, Diletta Chiaro, Antonella Longo, Francesco Piccialli
2025 J jnl
FLAIR: Federated Learning for Augmented Industrial Retrieval.
IEEE Internet Things J.
Diletta Chiaro, Pian Qi, Valeria Mele, Francesco Piccialli
2025 A conf
FLAME: Federated Learning for Attack Mitigation and Evasion.
IPDPS
Diletta Chiaro, Pian Qi, Edoardo Prezioso, Antonella Guzzo, Francesco Piccialli
2025 J jnl
Federated and edge learning for large language models.
Inf. Fusion
Francesco Piccialli, Diletta Chiaro, Pian Qi, Valerio Bellandi, Ernesto Damiani
2025 J jnl
Generative AI-Empowered Digital Twin: A Comprehensive Survey With Taxonomy.
IEEE Trans. Ind. Informatics
Diletta Chiaro, Pian Qi, Antonio Pescapè, Francesco Piccialli
2025 J jnl
On the Road to AIoT: A Framework for Vehicle Road Cooperation.
IEEE Internet Things J.
Daniela Annunziata, Diletta Chiaro, Pian Qi, Francesco Piccialli
2025 J jnl
Small models, big impact: A review on the power of lightweight Federated Learning.
Future Gener. Comput. Syst.
Pian Qi, Diletta Chiaro, Francesco Piccialli
2024 C conf
FLOWS: Federated Learning Optimization With Sinkhorn.
ISCC
Diletta Chiaro, Fabio Giampaolo, Sara Amitrano, Francesco Piccialli
2024 J jnl
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency.
Inf. Fusion
Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi
2024 B conf
Improving Energy Consumption Forecasting with Contextual Awareness: A Hybrid Deep Learning Perspective.
IEEE Big Data
Sundas Sarwar, Diletta Chiaro, Edoardo Prezioso, Sara Amitrano, Salvatore Cuomo, Francesco Piccialli
2024 — conf
KAFÈ: Kernel Aggregation for FEderated.
ECML/PKDD (4)
Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli
2024 J jnl
Model aggregation techniques in federated learning: A comprehensive survey.
Future Gener. Comput. Syst.
Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli
2024 C conf
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing.
PDP
Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli
2024 J jnl
Predictive maintenance for offshore oil wells by means of deep learning features extraction.
Expert Syst. J. Knowl. Eng.
Federico Gatta, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
2024 — conf
SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning.
ICDCSW
Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
2023 — conf
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning.
DASC/PiCom/CBDCom/CyberSciTech
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli
2023 J jnl
A blockchain-based secure Internet of medical things framework for stress detection.
Inf. Sci.
Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli
2023 — conf
Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0.
EUROCON
Rokas Gipiskis, Diletta Chiaro, Daniela Annunziata, Francesco Piccialli
2023 J jnl
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples.
Inf. Fusion
Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo
2023 J jnl
FL-FD: Federated learning-based fall detection with multimodal data fusion.
Inf. Fusion
Pian Qi, Diletta Chiaro, Francesco Piccialli
2023 J jnl
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning.
IEEE J. Biomed. Health Informatics
Vincenzo Schiano Di Cola, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo
2023 J jnl
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering.
Neural Comput. Appl.
Federico Gatta, Carmela Iorio, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo
2023 J jnl
The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems.
IEEE Syst. J.
Rokas Gipiskis, Diletta Chiaro, Marco Preziosi, Edoardo Prezioso, Francesco Piccialli
2023 B conf
Unveiling engagement in virtual classrooms: a multimodal analysis.
IEEE Big Data
Diletta Chiaro, Daniela Annuziata, Stefano Izzo, Francesco Piccialli
2022 — conf
A machine learning-based approach for mercury detection in marine waters.
ICDM (Workshops)
Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
2022 — conf
Cut the peaches: image segmentation for utility pattern mining in food processing.
ICDM (Workshops)
Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2022 — conf
The BIOCHIP project: A Deep Learning approach for multiwell segmentation.
DASC/PiCom/CBDCom/CyberSciTech
Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli