Výsledky vyhledávání - "Multi-task learning algorithm"

Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis Autor Lei, Baiying, Cheng, Nina, Frangi, Alejandro F., Wei, Yichen, Yu, Bihan, Liang, Lingyan, Mai, Wei, Duan, Gaoxiong, Nong, Xiucheng, Li, Chong, Su, Jiahui, Wang, Tianfu, Zhao, Lihua, Deng, Demao, Zhang, Zhiguo

“…•The proposed multi-task learning algorithm combines functional and structural brain information…”
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Robust Multi-Task Learning Algorithms for Predictive Modeling of Spatial and Temporal Data Autor Liu, Xi

“…Recent years have witnessed the significant growth of spatial and temporal data generated from various disciplines, including geophysical sciences,…”
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A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer’s Disease Using Machine Learning Methods Autor Pang, Zhen, Wang, Xiang, Wang, Xulong, Qi, Jun, Zhao, Zhong, Gao, Yuan, Yang, Yun, Yang, Po

“… Therefore, this paper uses a multi-task learning algorithm based on the ADNI…”
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Facial Emotion Recognition: A multi-task approach using deep learning Autor Saroop, Aakash, Ghugare, Pathik, Mathamsetty, Sashank, Vasani, Vaibhav

“… in other fields like Object detection, Facial recognition etc. In this paper, we propose a multi-task learning algorithm, in which a single CNN detects gender, age and race of the subject along with their emotion…”
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A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL) Autor Jebelli, Houtan, Mahdi Khalili, Mohammad, Lee, SangHyun

“… Second, they do not take into account the changes in the EEG signals of different subjects under the same stressors…”
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Multi-Task Learning for Commercial Brain Computer Interfaces Autor Panagopoulos, George

“…In the field of Brain Computer Interfaces, one of the most crucial hindrances towards everyday applicability is the problem of subject-to-subject generalization…”
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Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis Autor Zhang, Yu, Zhang, Han, Adeli, Ehsan, Chen, Xiaobo, Liu, Mingxia, Shen, Dinggang

“… Most existing studies have adopted a predefined brain atlas for all subjects. However, the constructed FC networks inevitably ignore the potentially important subject-specific information, particularly, the subject-specific brain parcellation…”
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Lifelong Multitask Learning Algorithms: Nonlinearity, Scalability and Applications Autor Mowakeaa, Rami

“… In functional magnetic resonance imaging (fMRI), for example, datasets collected from a group of subjects can be separated into statistically independent sources by joint processing to yield improved performance over what can…”
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Multitask Learning for Automated Sleep Staging and Wearable Technology Integration Autor Chih, Hao-Yi, Ahmed, Tanveer, Chiu, Amy P., Liu, Yu-Ting, Kuo, Hsin-Fu, Yang, Albert C., Lien, Der-Hsien

“…Scoring sleep stages is an essential procedure for the diagnosis of sleeping disorders. Conventional sleep staging is a laborious and costly procedure…”
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Learning Over Multitask Graphs-Part II: Performance Analysis Autor Nassif, Roula, Vlaski, Stefan, Richard, Cedric, Sayed, Ali H.

“… We examined the first-order, the second-order, and the fourth-order stability of the multitask learning algorithm…”
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Learning Mental States From Biosignals Autor Kandemir, Melih

“…As computing technology evolves, users perform more complex tasks with computers. Hence, users expect from user interfaces to be more proactive than reactive…”
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Learning over Multitask Graphs -- Part II: Performance Analysis Autor Nassif, Roula, Vlaski, Stefan, Cedric, Richard, Sayed, Ali H

“… We examined the first-order, the second-order, and the fourth-order stability of the multitask learning algorithm…”
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Failure Prediction for Rod Pump Artificial Lift Systems Autor Liu, Yintao

“…Failure prediction, a subset of anomaly detection which aims at the precursory events that potentially triggers failures, is of great value in maintaining…”
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