Results 191 to 200 of about 5,739,313 (302)

Multi-Representation Domain Adaptation Network with Duplex Adversarial Learning for Hot-Rolling Mill Fault Diagnosis. [PDF]

Entropy (Basel), 2022
Peng R, Zhang X, Shi P.
europepmc   +1 more source

A Deep Learning Framework for Forecasting Medium‐Term Covariance in Multiasset Portfolios

Journal of Forecasting, EarlyView.
ABSTRACT Forecasting the covariance matrix of asset returns is central to portfolio construction, risk management, and asset pricing. However, most existing models struggle at medium‐term horizons, several weeks to months, where shifting market regimes and slower dynamics prevail.
Pedro Reis, Ana Paula Serra, João Gama
wiley   +1 more source

A fault diagnosis method for rolling bearings in open-set domain adaptation with adversarial learning. [PDF]

Sci Rep
Lei T, Pan F, Hu J, He X, Li B.
europepmc   +1 more source

TOWARDS INTERPRETABILITY OF SPEECH PAUSE IN DEMENTIA DETECTION USING ADVERSARIAL LEARNING. [PDF]

Proc IEEE Int Conf Acoust Speech Signal Process, 2022
Zhu Y, Tran B, Liang X, Batsis JA, Roth RM.   +4 more
europepmc   +1 more source

A Deep Neural Network Based on Two‐Stage Training for Estimating Heart Rate Variability From Camera Videos

Health Care Science, EarlyView.
Heart Rate Variability Estimation from Camera Videos ABSTRACT Background Studies have shown that heart rate variability (HRV) is a predictor of the prognosis of cardiovascular diseases. Contact heartbeat monitoring equipment is widely used, especially in hospitals, and benefits from the rapidity and accuracy of the detection of physiological health ...
Lan Lan, Jin Yin, Haohan Zhang, Hua Jiang, Rui Qin, Xia Zhao, Yu Zhang, Yilong Wang, Jiajun Qiu   +8 more
wiley   +1 more source

Deep adversarial learning identifies ADHD-specific associations between apoptotic genes and white matter microstructure in frontal-striatum-cerebellum circuit. [PDF]

Transl Psychiatry
Zhao Y, Zheng X, Gao X, Wang N, Fu Z, Tian J, Zhang K, Wang P, Li S, Zhang J, Ding X, Zhang H, Sun L, Yang B, Li S, Chang S, Cao Q, Wang Y, Yang L.   +18 more
europepmc   +1 more source

Facial expression recognition for emotion perception: A comprehensive science mapping

Ibrain, EarlyView.
Facial expression recognition (FER) has emerged as a pivotal interdisciplinary research domain, bridging computer science, psychology, neuroscience, and medicine. By mapping the FER scientific knowledge graph, the study aimed to explore the technological evolution and forecast future application trends in this field.
Hou‐Ming Kan, Li‐Ping Chen, Yu Zhang, Hao‐Yuan Hong, Ying‐Ying Qin, Yu‐Guo Cui, Yu‐Bo Mao, Yan‐Zhi Cheng, Zhe Lu, Hong‐Yan Ni, Xiao‐Tong Ding   +10 more
wiley   +1 more source

Cross-domain lung opacity detection via adversarial learning and box fusion. [PDF]

Sci Rep
Yao J, Guo Z, Zhang X, Yan N, Wang Q, Yu W.   +5 more
europepmc   +1 more source

Organoids and organ‐on‐a‐chip models for investigating the pathophysiology of the human reproductive system

Interdisciplinary Medicine, EarlyView.
Organoids and organ‐on‐a‐chips are advancing reproductive system research. In the female reproductive system, applications include cancer organoid models, placental chips, and hormone simulation models. For the male reproductive system, research focuses on drug resistance mechanisms, co‐culture platforms, and infertility studies. These refined in vitro
Hongqi Zhang, Shiwen Deng, Fangfang Jin, Jiayao Qu, Xiang Fan, Peng Chen, Xinrong Fan   +6 more
wiley   +1 more source

Diagnostic behavior analysis of profuse data intrusions in cyber physical systems using adversarial learning techniques. [PDF]

Sci Rep
Selvarajan S, Manoharan H, Abdelhaq M, Khadidos AO, Khadidos AO, Alsaqour R, Uddin M.   +6 more
europepmc   +1 more source