Graph based anomaly detection and description: a survey

Evolutionary Network Analysis

(2014) Charu Aggarwal et al.   ACM COMPUTING SURVEYS

Message-Passing Algorithms for Sparse Network Alignment

(2013) Mohsen Bayati et al.   ACM Transactions on Knowledge Discovery from Data

Finding density-based subspace clusters in graphs with feature vectors

(2012) Stephan Günnemann et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection

(2012) Erich Schubert et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Using data mining technique to enhance tax evasion detection performance

(2012) Roung-Shiunn Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

SVDD-based outlier detection on uncertain data

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

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

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

Graption: A graph-based P2P traffic classification framework for the internet backbone

(2011) Marios Iliofotou et al.   Computer Networks

Low-Rank Kernel Matrix Factorization for Large-Scale Evolutionary Clustering

(2011) Lijun Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Dimensionality Reduction for Histogram Features Based on Supervised Non-negative Matrix Factorization

(2011) Mitsuru AMBAI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Non-negative residual matrix factorization: problem definition, fast solutions, and applications

(2011) Hanghang Tong et al.   Statistical Analysis and Data Mining

Bayesian anomaly detection methods for social networks

(2010) Nicholas A. Heard et al.   Annals of Applied Statistics

The Economics of Click Fraud

(2010) Nir Kshetri   IEEE SECURITY & PRIVACY

Anomaly Detection for Discrete Sequences: A Survey

(2010) V. Chandola et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Machine learning algorithms for event detection

(2010) Dragos Margineantu et al.   MACHINE LEARNING

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

A survey of signature based methods for financial fraud detection

(2009) Michael Edward Edge et al.   COMPUTERS & SECURITY

RTG: a recursive realistic graph generator using random typing

(2009) Leman Akoglu et al.   DATA MINING AND KNOWLEDGE DISCOVERY

MetroSurv: detecting events in subway stations

(2009) Barbara Krausz et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A survey of graph edit distance

(2009) Xinbo Gao et al.   PATTERN ANALYSIS AND APPLICATIONS

Fast mining of distance-based outliers in high-dimensional datasets

(2008) Amol Ghoting et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A study of graph spectra for comparing graphs and trees

(2008) Richard C. Wilson et al.   PATTERN RECOGNITION

Graph similarity scoring and matching

(2007) Laura A. Zager et al.   APPLIED MATHEMATICS LETTERS

Less is More: Sparse Graph Mining with Compact Matrix Decomposition

(2007) Jimeng Sun et al.   Statistical Analysis and Data Mining