Frontiers

Next-Gen Protocols for Cooperative Autonomous Driving: V2X Communication and Machine Learning Integration

Cooperative autonomous driving represents the frontier of intelligent transportation systems, where vehicles, infrastructure, and other road users share ...
IEEE

Towards A Common Task Framework for Distributed Collaborative Machine Learning

Abstract: Distributed Collaborative Machine Learning (DCML) enables collaborative model training without the need to reveal or share datasets. However, its implementation incurs complexities in ...
Tech Xplore

New software could reduce dependency on big data centers for AI

EPFL researchers have developed new software—now spun-off into a start-up—that eliminates the need for data to be sent to ...
IEEE

Temporal Forecasting of Distributed Temperature Sensing in a Thermal Hydraulic System With Machine Learning and Statistical Models

Abstract: We benchmark performance of long-short term memory (LSTM) network machine learning model and autoregressive integrated moving average (ARIMA) statistical model in temporal forecasting of ...