Improved one-class classification using filled function

An one-class classification support vector machine model by interval-valued training data

(2017) Lev V. Utkin et al.   KNOWLEDGE-BASED SYSTEMS

Detecting known and unknown faults in automotive systems using ensemble-based anomaly detection

(2017) Andreas Theissler   KNOWLEDGE-BASED SYSTEMS

An innovative one-class least squares support vector machine model based on continuous cognition

(2017) Guangzao Huang et al.   KNOWLEDGE-BASED SYSTEMS

One-Class Support Tensor Machine

(2016) Yanyan Chen et al.   KNOWLEDGE-BASED SYSTEMS

Smoothly approximated support vector domain description

(2016) Songfeng Zheng   PATTERN RECOGNITION

New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier

(2016) Vahid Hooshmand Moghaddam et al.   PATTERN RECOGNITION

Self-adaptive SVDD integrated with AP clustering for one-class classification

(2016) Tong Wu et al.   PATTERN RECOGNITION LETTERS

Automatic support vector data description

(2016) Reza Sadeghi et al.   SOFT COMPUTING

Fault diagnosis of analog circuit based on a second map SVDD

(2015) Yuanyuan Jiang et al.   ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

Self-organizing maps for imputation of missing data in incomplete data matrices

(2015) Laura Folguera et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Robust support vector data description for outlier detection with noise or uncertain data

(2015) Guijun Chen et al.   KNOWLEDGE-BASED SYSTEMS

Develop an Ensemble Support Vector Data Description method for improving invasive tamarisk mapping at regional scale

(2014) Xiaonan Tai et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

One-class classification: taxonomy of study and review of techniques

(2014) Shehroz S. Khan et al.   KNOWLEDGE ENGINEERING REVIEW

Two methods of selecting Gaussian kernel parameters for one-class SVM and their application to fault detection

(2014) Yingchao Xiao et al.   KNOWLEDGE-BASED SYSTEMS

A new one-class SVM based on hidden information

(2014) Wenxin Zhu et al.   KNOWLEDGE-BASED SYSTEMS

LMIRA: Large Margin Instance Reduction Algorithm

(2014) Javad Hamidzadeh et al.   NEUROCOMPUTING

Density weighted support vector data description

(2013) Myungraee Cha et al.   EXPERT SYSTEMS WITH APPLICATIONS

Outlier detection on uncertain data based on local information

(2013) Jing Liu et al.   KNOWLEDGE-BASED SYSTEMS

SVDD-based outlier detection on uncertain data

(2012) Bo Liu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Exact penalty functions method for mathematical programming problems involving invex functions

(2008) Tadeusz Antczak   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Soft clustering using weighted one-class support vector machines

(2008) Manuele Bicego et al.   PATTERN RECOGNITION

A boundary method for outlier detection based on support vector domain description

(2008) S.M. Guo et al.   PATTERN RECOGNITION

Data description and noise filtering based detection with its application and performance comparison

(2007) Hyun-Woo Cho   EXPERT SYSTEMS WITH APPLICATIONS