On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms

Discovering outlier filtering rules from unlabeled data: combining a supervised learner with an unsupervised learner

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Fast Outlier Detection in High Dimensional Spaces

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Outlier Detection Using Replicator Neural Networks

DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery

Discovering cluster-based local outliers

Pattern Recognition Letters

A unifying framework for detecting outliers and change points from non-stationary time series data

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Outlier Detection Algorithms in Data Mining Systems

Programming and Computing Software

Topic analysis using a finite mixture model

Information Processing and Management: an International Journal

Novelty detection: a review—part 1: statistical approaches

Signal Processing

Unsupervised learning techniques for an intrusion detection system

Proceedings of the 2004 ACM symposium on Applied computing

On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms

Data Mining and Knowledge Discovery

Eigenspace-based anomaly detection in computer systems

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Tracking dynamics of topic trends using a finite mixture model

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Outlier Mining in Large High-Dimensional Data Sets

IEEE Transactions on Knowledge and Data Engineering

Network-Based Problem Detection for Distributed Systems

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Dynamic syslog mining for network failure monitoring

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Failure detection and localization in component based systems by online tracking

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Combining supervised and unsupervised monitoring for fault detection in distributed computing systems

Proceedings of the 2006 ACM symposium on Applied computing

A clustering-based method for unsupervised intrusion detections

Pattern Recognition Letters

Intrusion detection using a fuzzy genetics-based learning algorithm

Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach

Detecting noisy instances with the rule-based classification model

Intelligent Data Analysis

Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping

IEEE Transactions on Knowledge and Data Engineering

A parallel genetic local search algorithm for intrusion detection in computer networks

Engineering Applications of Artificial Intelligence

Detecting distance-based outliers in streams of data

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing Systems

IEEE Transactions on Knowledge and Data Engineering

Angle-based outlier detection in high-dimensional data

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Detecting Current Outliers: Continuous Outlier Detection over Time-Series Data Streams

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications

A Data Mining Methodology for Anomaly Detection in Network Data

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Outlier detection based on rough sets theory

Intelligent Data Analysis

Distance-based outlier queries in data streams: the novel task and algorithms

Data Mining and Knowledge Discovery

TOD: Temporal outlier detection by using quasi-functional temporal dependencies

Data & Knowledge Engineering

Framework of clustering-based outlier detection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

On detecting clustered anomalies using SCiForest

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II

Synchronization based outlier detection

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III

Effective dimension in anomaly detection: its application to computer systems

JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence

An interactive approach to outlier detection

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology

Design and analysis of genetic fuzzy systems for intrusion detection in computer networks

Expert Systems with Applications: An International Journal

Outlier detection by example

Journal of Intelligent Information Systems

Detecting hostile accesses to a web site using a visualization method based on probabilistic clustering

SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization

Isolation-Based Anomaly Detection

ACM Transactions on Knowledge Discovery from Data (TKDD)

Analyzing TCP traffic patterns using self organizing maps

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing

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

Mining neighbor-based patterns in data streams

Information Systems

Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations

Applied Soft Computing

Change-point detection in time-series data by relative density-ratio estimation

Neural Networks

Combining one-class classifiers via meta learning

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

Change-point detection with feature selection in high-dimensional time-series data

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Review: A review of novelty detection

Signal Processing