Journal of Medical Internet Research

Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review

Passive sensing via wearable devices and smartphones, combined with machine learning (ML), enables objective, continuous, and noninvasive mental health monitoring. Objective: This study aimed to ...
Frontiers

Multi-pollutant prediction and process parameter optimization of a wastewater treatment plant based on machine learning models

1 Langfang Qingquan Water Supply Co., Ltd., Langfang, Hebei, China 2 Civil Engineering Department, North China Institute of Aerospace Engineering, Langfang, China However, current operational ...
IEEE

A 3D Electromagnetic Modeling Dataset for Machine Learning

Abstract: As research on machine learning-based electromagnetic (EM) modeling algorithms continues to expand, there is an increasing demand for a large-scale, realistic 3D dataset that can provide ...
IEEE

DoNext: An Open-Access Measurement Dataset for Machine Learning-Driven 5G Mobile Network Analysis

Abstract: Future mobile use cases such as teleoperation rely on highly available mobile networks. Due to the nature of the mobile access channel and the inherent competition, the availability may be ...