Anomaly Detection With Representative Neighbors

Anomaly Detection With Kernel Preserving Embedding

(2021) Huawen Liu et al.   ACM Transactions on Knowledge Discovery from Data

Multiple Features and Isolation Forest-Based Fast Anomaly Detector for Hyperspectral Imagery

(2020) Rong Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Revisiting L 2,1-Norm Robustness With Vector Outlier Regularization

(2020) Bo Jiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Subspace Clustering

(2020) Xi Peng et al.   IEEE Transactions on Neural Networks and Learning Systems

Anomaly Detection of Time Series With Smoothness-Inducing Sequential Variational Auto-Encoder

(2020) Longyuan Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators

(2020) Mine Kerpicci et al.   IEEE Transactions on Neural Networks and Learning Systems

Unsupervised feature selection via latent representation learning and manifold regularization

(2019) Chang Tang et al.   NEURAL NETWORKS

Anomaly Detection Algorithm Based on Subspace Local Density Estimation

(2019) Chunkai Zhang et al.   International Journal of Web Services Research

A tourist walk approach for internal and external outlier detection

(2019) Rafael D. Rodrigues et al.   NEUROCOMPUTING

VOS: A new outlier detection model using virtual graph

(2019) Chao Wang et al.   KNOWLEDGE-BASED SYSTEMS

Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data

(2019) Xinxing Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise

(2019) Zongsheng Yue et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Hashing With Sparse Matrix Factorization

(2019) Huawen Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Supervised Dimensionality Reduction Methods via Recursive Regression

(2019) Yun Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

A Robust Distance Measure for Similarity-Based Classification on the SPD Manifold

(2019) Zhi Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

Anomaly detection based on Nearest Neighbor search with Locality-Sensitive B-tree

(2018) Maying Shen et al.   NEUROCOMPUTING

Parameter k search strategy in outlier detection

(2018) Jin Ning et al.   PATTERN RECOGNITION LETTERS

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

(2018) Sheng Li et al.   ACM Transactions on Knowledge Discovery from Data

An Efficient Representation-Based Method for Boundary Point and Outlier Detection

(2018) Xiaojie Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Markov Boundary-Based Outlier Mining

(2018) Kui Yu et al.   IEEE Transactions on Neural Networks and Learning Systems

Spectral Embedded Adaptive Neighbors Clustering

(2018) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection

(2018) Xuelong Li et al.   IEEE Transactions on Neural Networks and Learning Systems

A Robust AUC Maximization Framework With Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification

(2018) Ke Ren et al.   IEEE Transactions on Neural Networks and Learning Systems

A novel outlier cluster detection algorithm without top-n parameter

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

A local density-based approach for outlier detection

(2017) Bo Tang et al.   NEUROCOMPUTING

k -means clustering with outlier removal

(2017) Guojun Gan et al.   PATTERN RECOGNITION LETTERS

Learning Instance Correlation Functions for Multilabel Classification

(2017) Huawen Liu et al.   IEEE Transactions on Cybernetics

Efficient Outlier Detection for High-Dimensional Data

(2017) Huawen Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A non-parameter outlier detection algorithm based on Natural Neighbor

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

Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection

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

Isolation-Based Anomaly Detection

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

Rank-based outlier detection

(2011) Huaming Huang et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

OutRank: A GRAPH-BASED OUTLIER DETECTION FRAMEWORK USING RANDOM WALK

(2008) H. D. K. MOONESINGHE et al.   International Journal on Artificial Intelligence Tools