IEEE

Engineering Traffic Prediction With Online Data Imputation: A Graph-Theoretic Perspective

Abstract: Accurate and timely prediction about the current and near-term future traffic conditions is one of the effective ways to relieve traffic congestion and improve the operation efficiency of ...
C&EN

From Mass to Class: Classification of Amphetamines MS/MS Spectra via Graph Neural Networks

Department of Environmental, Water and Agricultural Engineering, Faculty of Civil and Environmental Engineering Technion, Israel Institute of Technology, Haifa 3200003, Israel ...
IEEE

Graph-Based Joint Client Clustering and Resource Allocation for Wireless Distributed Learning: A New Hierarchical Federated Learning Framework With Non-IID Data

Abstract: Hierarchical federated learning (HFL) is a key technology enabling distributed learning with reduced communication overhead. However, practical HFL systems encounter two major challenges: ...