Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Pei-Yuan Zhou"'
Autor:
Bin Yang, James R. Anderson, Meng-Ya Han, Xin-Yu Meng, Jun Luo, Kang-Sheng Jia, Yong-Feng Chen, Wen-Yong Tian, Bing-Bo Qiao, Chao Zhang, Han-Qing Jing, Pei-Yuan Zhou, Bao-Guo Li
Publikováno v:
Global Ecology and Conservation, Vol 50, Iss , Pp e02858- (2024)
Primate tourism brings many benefits, but also some problems. How to better evaluate primate tourism is of significance for formulating tourism management strategies. In this study, we compared the aggressive behavior of three Sichuan snub-nosed monk
Externí odkaz:
https://doaj.org/article/4657dffae09c40be9002e97a00c2616f
Autor:
Pei-Yuan Zhou, Faith Lum, Tony Jiecao Wang, Anubhav Bhatti, Surajsinh Parmar, Chen Dan, Andrew K. C. Wong
Publikováno v:
Bioengineering, Vol 11, Iss 8, p 770 (2024)
Medical datasets may be imbalanced and contain errors due to subjective test results and clinical variability. The poor quality of original data affects classification accuracy and reliability. Hence, detecting abnormal samples in the dataset can hel
Externí odkaz:
https://doaj.org/article/f6b6e9dbed4947f18549ee1f2e8e3bdd
Publikováno v:
npj Digital Medicine, Vol 6, Iss 1, Pp 1-15 (2023)
Abstract In machine learning (ML), association patterns in the data, paths in decision trees, and weights between layers of the neural network are often entangled due to multiple underlying causes, thus masking the pattern-to-source relation, weakeni
Externí odkaz:
https://doaj.org/article/51f59166579e45b3aadc4c845f934337
Publikováno v:
International Journal of Advanced Robotic Systems, Vol 20 (2023)
With the rapid development of unmanned ground vehicle industry, how to achieve continuous, reliable, and high-accuracy navigation becomes very important. At present, the integrated navigation with global navigation satellite system and strapdown iner
Externí odkaz:
https://doaj.org/article/3e38c6818eb342a895ade91b4fc6326e
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-11 (2021)
Abstract Machine Learning has made impressive advances in many applications akin to human cognition for discernment. However, success has been limited in the areas of relational datasets, particularly for data with low volume, imbalanced groups, and
Externí odkaz:
https://doaj.org/article/64083eccb74443dabb0c1fcdff51dc8b
Autor:
Pei-Yuan Zhou, Andrew K. C. Wong
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 21, Iss 1, Pp 1-15 (2021)
Abstract Background Statistical data analysis, especially the advanced machine learning (ML) methods, have attracted considerable interest in clinical practices. We are looking for interpretability of the diagnostic/prognostic results that will bring
Externí odkaz:
https://doaj.org/article/485ac8fd294340b7ba8237a4a210f538
Publikováno v:
BMC Medical Genomics, Vol 11, Iss S5, Pp 35-49 (2018)
Abstract Background A protein family has similar and diverse functions locally conserved. An aligned pattern cluster (APC) can reflect the conserved functionality. Discovering aligned residue associations (ARAs) in APCs can reveal subtle inner workin
Externí odkaz:
https://doaj.org/article/97069487f9be4d9bb401b98f44ed0876
Publikováno v:
IEEE Access, Vol 4, Pp 7847-7858 (2016)
Pattern mining has been widely used to uncover interesting patterns from data. However, one of its main problems is that it produces too many patterns and many of them are redundant. To reduce the number of redundant patterns and retain overlapping o
Externí odkaz:
https://doaj.org/article/7efd219820604a0cb38fc094f1a9191c
Publikováno v:
Proteomes, Vol 6, Iss 1, p 10 (2018)
A protein family has similar and diverse functions locally conserved as aligned sequence segments. Further discovering their association patterns could reveal subtle family subgroup characteristics. Since aligned residues associations (ARAs) in Align
Externí odkaz:
https://doaj.org/article/d3cb6bc64f9a4f02a07c0009ac081c62
In machine learning (ML) on relational datasets, association patterns in the data, paths in decision trees, and weights between layers of the neural network coming from multiple underlying sources are often entangled, masking the pattern-to-source re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::abc8ceacacd3a18097f0aaa6d99541cb
https://doi.org/10.21203/rs.3.rs-1867622/v1
https://doi.org/10.21203/rs.3.rs-1867622/v1