Results 201 to 210 of about 77,013 (289)

MAPFL: Modular Adaptive Personalised Federated Learning From Visual Sentiment to Physical Activity

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Human‐centric sensing tasks such as visual sentiment analysis and smartphone‐based human activity recognition (HAR) exhibit strong client heterogeneity from feature, label, and concept shifts. Among these, concept shift—how individual users interpret and generate human‐centric signals—is particularly challenging yet underexplored in federated ...
Chang Liu, Yapeng Li, Zengmao Wang, Dewen Soh, Bo Du   +4 more
wiley   +1 more source

Accelerometer data processing pipeline using ActiLife software for reproducible 24-hour physical behavior assessment in the ELSA-Brasil cohort. [PDF]

MethodsX
Moura BP, Sasaki JE, Griep RH, Feter N, Schmidt MI, da Fonseca MJM.   +5 more
europepmc   +1 more source

A Novel Single‐Encounter‐Emphasise‐Attention Neural Network for Predictive Maintenance in Urban Infrastructure

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT The Riyadh Metro represents a significant project in Saudi Arabia, designed to transform urban transportation and reduce traffic congestion within the city. With six metro lines and 85 stations, the network is expected to serve millions of passengers daily, necessitating innovative digitally driven maintenance approaches to ensure reliable ...
Tawfeeq Shawly, Ahmed A. Alsheikhy
wiley   +1 more source

Evaluating Open-Source Wrist-Worn Accelerometer Models for Sedentary Time Detection Against Thigh-Worn Accelerometer Data

Acquah A, Broomberg K, Dunstan DW, Healy GN, Davies MJ, Edwardson CL, Doherty A, Maylor BD.   +7 more
europepmc   +1 more source

Criterion validity assessment of the 24-hour movement behaviors questionnaire (24HMBQ) for Chinese college students: validation study. [PDF]

PeerJ
Tan TC, Zheng J, Chen T, Liu Y, Luo Y, Yang Y, Huang T.   +6 more
europepmc   +1 more source

Study on the Amplification Factor of Ice‐Shedding Jump Height of Transmission Lines Under Ice–Wind Coupling

High Voltage, EarlyView.
ABSTRACT Ice accumulation on transmission lines poses a persistent threat to grid stability, yet precise technical guidance for the dynamic response during ice shedding under wind loads remains insufficient. In response to this issue, this study uses C++ to create a calculation program and obtains aerodynamic coefficients of ice‐covered conductors with
Guolin Yang, Linghao Wang, Xingliang Jiang, Zhijin Zhang, Jianlin Hu, Yutai Li   +5 more
wiley   +1 more source

Genetic influences on accelerometer-measured physical activity and sedentary time in children: sex-specific patterns from a Swedish twin study. [PDF]

Sci Rep
Helgadóttir B, Wang R, Kuja-Halkola R, Wiklund CA, Ekblom Ö, Ekblom MM.   +5 more
europepmc   +1 more source

Reproductive success under constraints: Does increased maternal activity during lactation offset poor habitat and individual quality in an income breeder?

Functional Ecology, EarlyView.
Read the free Plain Language Summary for this article on the Journal blog. Abstract Human‐induced environmental modifications may alter forage access and, hence, how animals manage energy trade‐offs during critical periods. Reproduction, especially lactation, is the most energetically costly process for female mammals.
L. Monica Trondrud, Jean‐Michel Gaillard, Nadège C. Bonnot, Nicolas Morellet, Yannick Chaval, Arnaud Bonnet, Bruno Lourtet, A. J. Mark Hewison   +7 more
wiley   +1 more source

Data Resource Profile: Device-measured physical activity and sleep in the HUNT4 study, Norway. [PDF]

Int J Epidemiol
Rangul V, Kongsvold A, Lamsal Khanal S, Flaaten M, Skarpsno ES, Bach K, Nilsen TIL, Mork PJ.   +7 more
europepmc   +1 more source

A Wildlife Multi‐Modal Recognition Method Based on Infrared Camera Images Using MWAC

Integrative Zoology, EarlyView.
A multimodal wild wildlife classification model MWAC consists of two parts:(1) Wavelet KAN module (WDS‐KAN) for image feature extraction, and (2) Label Correlated Text Extraction module (LC‐BERT) for text feature extraction. ABSTRACT Nowadays, infrared camera technology has become an important tool for large‐scale monitoring and assessment of wildlife ...
Siming Deng, Guoxiong Zhou, Genhua Liu, Zhishu Xiao, Xiaoqun Huang, Yang Hu, Ling Gui   +6 more
wiley   +1 more source