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Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2024
作者:
Liu, Jiabin
;
Wang, Huadong
;
Hang, Hanyuan
;
Ma, Shumin
;
Shen, Xin
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2024/06/19
Anomaly detection
Anomaly detection
Classification tree analysis
data distribution
Forestry
Fourier transforms
random forest (RF) classifier
Random forests
random Fourier transform (RFT)
random orthogonal rotations
self-supervised learning
Self-supervised learning
Task analysis
Uncertainty quantification in molecular property prediction through spherical mixture density networks
期刊论文
Engineering Applications of Artificial Intelligence,2023, 卷号: 123
作者:
Fan, Wentao
;
Zeng, Lidan
;
Wang, Tian
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2023/09/21
Graph structure data
Mixture density network
Molecular property predictions
Uncertainty quantification
Von mises-fisher distribution
Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence,2022, 卷号: 44, 期号: 12, 页码: 9654-9668
作者:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2025/07/15
Axial data
depth image
gene clustering
hierarchical Dirichlet process
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor process
variational Bayes
Watson distribution
Classical and Bayesian estimations of improved Weibull–Weibull distribution for complete and censored failure times data
期刊论文
Applied Stochastic Models in Business and Industry,2022
作者:
Wang, Hong
;
Abba, Badamasi
;
Pan, Jianxin
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/10/21
bathtub-shaped failure rate
Bayesian inference
lifetime data analysis
maximum likelihood method
Weibull–Weibull distribution
A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Kitakyushu, JAPAN, JUL 19-22, 2022
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2025/07/15
Activity recognition
Mixture models
Predictive distribution
Small sensor data
Variational inference
Beta-Liouville and Inverted Beta-Liouville Based Predictive Models for Occupancy Detection using Small Training Data
会议论文
Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, SINGAPORE, DEC 04-07, 2022
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/07/15
Liouville distribution
Mixture models
occupancy detection
small sensor data
variational inference
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting
会议论文
2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, PEOPLES R CHINA, DEC 06-09, 2019
作者:
Manouchehri, Narges
;
Rahmanpour, Maryam
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/07/15
age estimation
breast tissue texture classification
cell image categorization
clustering
computer vision
computer-aided detection (CADe)
cytological breast data analysis
entropy-based variational learning
mixture models
multivariate Beta distribution
unsupervised learning
Joint Modelling of Survival and Longitudinal Data with Informative Observation Times
期刊论文
Scandinavian Journal of Statistics,2018, 卷号: 45, 期号: 3, 页码: 571-589
作者:
Dai, Hongsheng
;
Pan, Jianxin
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/08/16
Cox model
informative observation times
log-normal distribution
longitudinal data
multistate models
Generalized T 3-plot for testing high-dimensional normality
期刊论文
Frontiers of Mathematics in China,2016, 卷号: 11, 期号: 6, 页码: 1363-1378
作者:
Ai, Mingyao
;
Liang, Jiajuan
;
Tang, Man Lai
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/06/04
Dimension reduction
graphical method
high-dimensional data
multivariate normality
spherical distribution
A multivariate normal plot to detect nonnormality
期刊论文
Journal of Computational and Graphical Statistics,2009, 卷号: 18, 期号: 1, 页码: 52-72
作者:
Liang, Jiajuan
;
Ng, Kaiwang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/06/04
High-dimensional data
Multivariate normality
Principal component
Spherical distribution