A Hybrid Semi-Supervised Anomaly Detection Model for High-Dimensional Data

A novel system for automatic removal of ocular artefacts in EEG by using outlier detection methods and independent component analysis

(2017) Salim Çınar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A non-parameter outlier detection algorithm based on Natural Neighbor

(2016) Jinlong Huang et al.   KNOWLEDGE-BASED SYSTEMS

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

(2016) Sarah M. Erfani et al.   PATTERN RECOGNITION

Normalized residual-based constant false-alarm rate outlier detection

(2016) Xiaohu Ru et al.   PATTERN RECOGNITION LETTERS

Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection

(2015) Milos Radovanovic et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

One-class classifier ensemble pruning and weighting with firefly algorithm

(2015) Bartosz Krawczyk   NEUROCOMPUTING

Penalized partial least square discriminant analysis with ℓ1-norm for multi-label data

(2015) Huawen Liu et al.   PATTERN RECOGNITION

Graph based anomaly detection and description: a survey

(2014) Leman Akoglu et al.   DATA MINING AND KNOWLEDGE DISCOVERY

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A survey on unsupervised outlier detection in high-dimensional numerical data

(2012) Arthur Zimek et al.   Statistical Analysis and Data Mining

Modeling electroencephalography waveforms with semi-supervised deep belief nets: fast classification and anomaly measurement

(2011) D F Wulsin et al.   Journal of Neural Engineering

Shell-neighbor method and its application in missing data imputation

(2010) Shichao Zhang   APPLIED INTELLIGENCE

Semi-supervised outlier detection based on fuzzy rough C-means clustering

(2010) Zhenxia Xue et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES