Zobrazeno 1 - 10
of 814
pro vyhledávání: '"Feature evaluation"'
Publikováno v:
IEEE Access, Vol 12, Pp 18087-18102 (2024)
AI-based decision systems often lack transparency due to their black-box nature and lack explanations of their decisions, which are crucial for life-changing applications such as disease diagnosis, financial investments, and military decisions. Expla
Externí odkaz:
https://doaj.org/article/8179daf3145e4b3cb03ba3bc554e3c6f
Publikováno v:
Frontiers in Digital Health, Vol 6 (2024)
Cough is a common symptom of multiple respiratory diseases, such as asthma and chronic obstructive pulmonary disorder. Various research works targeted cough detection as a means for continuous monitoring of these respiratory health conditions. This h
Externí odkaz:
https://doaj.org/article/d4094cdb30884a93bd93e19879f8fb0e
Publikováno v:
Sensors, Vol 24, Iss 11, p 3638 (2024)
Effective feature extraction and selection are crucial for the accurate classification and prediction of hand gestures based on electromyographic signals. In this paper, we systematically compare six filter and wrapper feature evaluation methods and
Externí odkaz:
https://doaj.org/article/7fd701e81f5a4f689eb576868200a1af
Autor:
Chutian Zhang, Hongjun Yang, Chen-Chen Fan, Sheng Chen, Chenyu Fan, Zeng-Guang Hou, Jingyao Chen, Liang Peng, Kexin Xiang, Yi Wu, Hongyu Xie
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 31, Pp 1019-1029 (2023)
The diagnosis of mild cognitive impairment (MCI), a prodromal stage of Alzheimer’s disease (AD), is essential for initiating timely treatment to delay the onset of AD. Previous studies have shown the potential of functional near-infrared spectrosco
Externí odkaz:
https://doaj.org/article/dd621b6092bc48a8877f338ba0f59fc1
Akademický článek
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Autor:
Yunus Emre Işık, Zafer Aydın
Publikováno v:
PeerJ, Vol 11, p e15552 (2023)
Respiratory diseases are among the major health problems causing a burden on hospitals. Diagnosis of infection and rapid prediction of severity without time-consuming clinical tests could be beneficial in preventing the spread and progression of the
Externí odkaz:
https://doaj.org/article/16af654875d94aac8febdf7adf14841a
Publikováno v:
Sensors, Vol 23, Iss 19, p 8254 (2023)
In the existing bearing remaining useful life (RUL)-prediction model based on deep learning, the advantages and disadvantages of the extracted features are evaluated by the prediction accuracy; thus, the analytical ability of the features is poor. At
Externí odkaz:
https://doaj.org/article/2ee9bb422f504327a3d91e1290e7dc63
Akademický článek
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Akademický článek
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Publikováno v:
Mathematics, Vol 11, Iss 9, p 2084 (2023)
In the field of rough set, feature reduction is a hot topic. Up to now, to better guide the explorations of this topic, various devices regarding feature reduction have been developed. Nevertheless, some challenges regarding these devices should not
Externí odkaz:
https://doaj.org/article/8d9c422175be4b96b2e81ee7580b0772