Clustering construction on a multimodal probability model
From MaRDI portal
Publication:497188
DOI10.1016/j.ins.2013.03.007zbMath1320.68155OpenAlexW2146259456MaRDI QIDQ497188
Pengwei Hao, Jian Yu, Miin-Shen Yang
Publication date: 23 September 2015
Published in: Information Sciences (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.ins.2013.03.007
cluster analysisfuzzy \(c\)-means\(k\)-meansexpectation and maximizationmultimodal probability modelpenalized-type clustering
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)
Uses Software
Cites Work
- A robust EM clustering algorithm for Gaussian mixture models
- A maximum likelihood methodology for clusterwise linear regression
- Clustering criteria for discrete data and latent class models
- On a class of fuzzy classification maximum likelihood procedures
- A survey of fuzzy clustering
- Constrained latent class analysis of three-way three-mode data
- Estimation of parameters in latent class models using fuzzy clustering algorithms
- Fitting a mixture model to three-mode three-way data with categorical and continuous variables
- Hierarchical classes models for three-way three-mode binary data: interrelations and model selection
- A modification of the Lloyd algorithm for \(k\)-anonymous quantization
- Mean shift-based clustering
- When Do Latent Class Models Overstate Accuracy for Diagnostic and Other Classifiers in the Absence of a Gold Standard?
- Information Theory and Statistical Mechanics
- Finding Groups in Data
- Asymptotic behaviour of classification maximum likelihood estimates
- Least squares quantization in PCM
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item