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Elenco Pubblicazioni - Publications (1677)

A Scalable Framework for Deploying AI-Powered Wildlife Monitoring in Resource-Limited Field Environments

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  Abstract: Wildlife monitoring in remote field environments presents significant challenges owing to energy constraints, limited network connectivity, and the need for real-time processing. This study proposes a scalable framework that integrates artificial intelligence (AI)…
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Smart Wildlife Monitoring: Real-Time Hybrid Tracking Using Kalman Filter and Local Binary Similarity Matching on Edge Network

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  Abstract Real-time wildlife monitoring on edge devices poses significant challenges due to limited power, constrained bandwidth, and unreliable connectivity, especially in remote natural habitats. Conventional object detection systems often transmit redundant data of the…
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Model Poisoning Detection and Dismissal Safeguarding Federated Learning Against Malicious Attacks

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Abstract: Federated learning's decentralised nature exposes it to significant security risks, particularly model poisoning attacks. In this research, we introduce the Model Poisoning Detection and Dismissal (MPDD) mechanism, which combines anomaly detection and model verification…
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C. Marinai, E. Melissa, L. Arcarisi, F. Di Rienzo, C. Vallati, M. Laurino, A. Tognetti, N. Carbonaro, The Smart Mattress Cover System: a compact textile-based system for daily monitoring of sleep-related parameters

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C. Marinai, E. Melissa, L. Arcarisi, F. Di Rienzo, C. Vallati, M. Laurino, A. Tognetti, N. Carbonaro, The SmartMattress Cover System: a compact textile-based system for daily monitoring of sleep-related parameters,submitted and under second review…
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C. Marinai, E. Melissa, L. Arcarisi, F. Bossi, P. Bufano, F. Di Rienzo, G. Rho, M. Zanoletti, A. Greco, C. Vallati, N. Carbonaro, M. Laurino, A. Tognetti, In-bed unobtrusive heart rate estimation using ballistocardiography and sensor fusion algorithm

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C. Marinai, E. Melissa, L. Arcarisi, F. Bossi, P. Bufano, F. Di Rienzo, G. Rho, M. Zanoletti, A. Greco, C. Vallati,N. Carbonaro, M. Laurino, A. Tognetti, In-bed unobtrusive heart rate estimation using ballistocardiographyand sensor fusion…
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