Multi-View Low-Rank Analysis with Applications to Outlier Detection

Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit

(2017) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Deterministic Analysis for LRR

(2016) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Adaptive Anomaly Detection with Kernel Eigenspace Splitting and Merging

(2015) Colin OReilly et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Discriminative Metric Learning Based Anomaly Detection Method

(2014) Bo Du et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning low-rank and discriminative dictionary for image classification

(2014) Liangyue Li et al.   IMAGE AND VISION COMPUTING

Generalized Transfer Subspace Learning Through Low-Rank Constraint

(2014) Ming Shao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Anomaly Detection via Online Oversampling Principal Component Analysis

(2013) Yuh-Jye Lee et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An Efficient Approach for Outlier Detection with Imperfect Data Labels

(2013) Bo Liu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-domain anomaly detection in spatial datasets

(2012) Vandana P. Janeja et al.   KNOWLEDGE AND INFORMATION SYSTEMS

SVDD-based outlier detection on uncertain data

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

Isolation-Based Anomaly Detection

(2012) Fei Tony Liu et al.   ACM Transactions on Knowledge Discovery from Data

Information-Theoretic Outlier Detection for Large-Scale Categorical Data

(2011) Shu Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION