Bayesian Inference Federated Learning for Heart Rate Prediction
The advances of sensing and computing technologies pave the way to develop novel applications and services for wearable devices. For example, wearable […]
Scalable multi-label canonical correlation analysis for cross-modal retrieval
Multi-label canonical correlation analysis (ml-CCA) has been developed for cross-modal retrieval. However, the computation of ml-CCA involves dense matrices eigendecomposition, which can […]
Counterfeit band gaps caused by microstructural voids in photo-ferroelectric ceramics
In recent years, conventional wide band gap ferroelectric ceramics have been engineered by doping to obtain reduced band gaps. The band gaps […]
Formation of Highly Doped Nanostripes in 2D Transition Metal Dichalcogenides via a Dislocation Climb Mechanism
Doping of materials beyond the dopant solubility limit remains a challenge, especially when spatially nonuniform doping is required. In 2D materials with […]
Traffic Flow Modeling for UAV-Enabled Wireless Networks
This paper investigates traffic flow modeling issue in multi-services oriented unmanned aerial vehicle (UAV)-enabled wireless networks, which is critical for supporting future […]
Efficient and Effective Regularized Incomplete Multi-View Clustering
Incomplete multi-view clustering (IMVC) optimally combines multiple pre-specified incomplete views to improve clustering performance. Among various excellent solutions, the recently proposed multiple […]
Communication-Efficient and Distributed Learning over Wireless Networks
Machine learning (ML) is a promising enabler for the fifth-generation (5G) communication systems and beyond. By imbuing intelligence into the network edge, […]
First principles study of the stability of MXenes under an electron beam
Interactions between two-dimensional MXene sheets and electron beams of a (scanning) transmission electron microscope are studied by first-principles calculations. We simulated the […]
ADMM-Based Infinity-Norm Detection for Massive MIMO
In this article, we propose a novel data detection algorithm and a corresponding VLSI design for massive multiuser (MU) multiple-input–multiple-output (MIMO) wireless […]
Structural Phase Transitions to 2D and 3D Oxygen Vacancy Patterns in a Perovskite Film Induced by Electrical and Mechanical Nanoprobing
Oxygen vacancy migration and ordering in perovskite oxides enable manipulation of material properties through changes in the cation oxidation state and the […]