Two-phase clustering process for outliers detection

Squeezer: an efficient algorithm for clustering categorical data

Journal of Computer Science and Technology

Discovering cluster-based local outliers

Pattern Recognition Letters

Novelty detection: a review—part 1: statistical approaches

Signal Processing

TCSOM: Clustering Transactions Using Self-Organizing Map

Neural Processing Letters

Visualization of machine clustering for a Taiwanese IC packaging foundry

Expert Systems with Applications: An International Journal

Multi-scale anomaly detection algorithm based on infrequent pattern of time series

Journal of Computational and Applied Mathematics

LDBOD: A novel local distribution based outlier detector

Pattern Recognition Letters

Minimum spanning tree based one-class classifier

Neurocomputing

Parameterless outlier detection in data streams

Proceedings of the 2009 ACM symposium on Applied Computing

A Multi-resolution Approach for Atypical Behaviour Mining

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Anomaly detection: A survey

ACM Computing Surveys (CSUR)

Correlation-based detection of attribute outliers

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

Outlier detection techniques for process mining applications

ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems

Enhancing effectiveness of density-based outlier mining scheme with density-similarity-neighbor-based outlier factor

Expert Systems with Applications: An International Journal

Fuzzy clustering-based approach for outlier detection

ACE'10 Proceedings of the 9th WSEAS international conference on Applications of computer engineering

New outlier detection method based on fuzzy clustering

WSEAS Transactions on Information Science and Applications

A hybrid fraud scoring and spike detection technique in streaming data

Intelligent Data Analysis

A time-efficient pattern reduction algorithm for k-means clustering

Information Sciences: an International Journal

Thresholds based outlier detection approach for mining class outliers: An empirical case study on software measurement datasets

Expert Systems with Applications: An International Journal

Atypicity detection in data streams: A self-adjusting approach

Intelligent Data Analysis - Ubiquitous Knowledge Discovery

Membership enhancement with exponential fuzzy clustering for collaborative filtering

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I

Finding key knowledge attribute subspace of outliers in high-dimensional dataset

Expert Systems with Applications: An International Journal

A maximum profit coverage algorithm with application to small molecules cluster identification

WEA'06 Proceedings of the 5th international conference on Experimental Algorithms

A fast greedy algorithm for outlier mining

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Simple instance selection for bankruptcy prediction

Knowledge-Based Systems

Attribute outlier detection over data streams

DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II

An optimization model for outlier detection in categorical data

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Scalable k-means++

Proceedings of the VLDB Endowment

Feature selection and clustering in software quality prediction

EASE'07 Proceedings of the 11th international conference on Evaluation and Assessment in Software Engineering

Editorial: Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction

Data & Knowledge Engineering

A minimum spanning tree-inspired clustering-based outlier detection technique

ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects

Decentralised smart grids monitoring by swarm-based semantic sensor data analysis

International Journal of Systems, Control and Communications

Active selection of clustering constraints: a sequential approach

Pattern Recognition