Finding Intensional Knowledge of Distance-Based Outliers

LOF: identifying density-based local outliers

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Efficient algorithms for mining outliers from large data sets

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Outlier detection for high dimensional data

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

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

FREM: fast and robust EM clustering for large data sets

Proceedings of the eleventh international conference on Information and knowledge management

Findout: finding outliers in very large datasets

Knowledge and Information Systems

Data Squashing for Speeding Up Boosting-Based Outlier Detection

ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems

Enhancing Effectiveness of Outlier Detections for Low Density Patterns

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

A survey on wavelet applications in data mining

ACM SIGKDD Explorations Newsletter

TSA-Tree: A Wavelet-Based Approach to Improve the Efficiency of Multi-Level Surprise and Trend Queries on Time-Series Data

SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management

Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets

IEEE Transactions on Knowledge and Data Engineering

Mining distance-based outliers in near linear time with randomization and a simple pruning rule

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

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

Data Mining and Knowledge Discovery

Consulting past exceptions to facilitate workflow exception handling

Decision Support Systems

A vertical distance-based outlier detection method with local pruning

Proceedings of the thirteenth ACM international conference on Information and knowledge management

An effective and efficient algorithm for high-dimensional outlier detection

The VLDB Journal — The International Journal on Very Large Data Bases

Catching the best views of skyline: a semantic approach based on decisive subspaces

VLDB '05 Proceedings of the 31st international conference on Very large data bases

Using Datacube Aggregates for Approximate Querying and Deviation Detection

IEEE Transactions on Knowledge and Data Engineering

Distance-Based Detection and Prediction of Outliers

IEEE Transactions on Knowledge and Data Engineering

Mining distance-based outliers from large databases in any metric space

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Finding centric local outliers in categorical/numerical spaces

Knowledge and Information Systems

Detecting outliers in interval data

Proceedings of the 44th annual Southeast regional conference

Towards multidimensional subspace skyline analysis

ACM Transactions on Database Systems (TODS)

A trend pattern assessment approach to microarray gene expression profiling data analysis

Pattern Recognition Letters

Outlier detection in sensor networks

Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing

A trimmed mean approach to finding spatial outliers

Intelligent Data Analysis

Hos-Miner: a system for detecting outlyting subspaces of high-dimensional data

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

Very efficient mining of distance-based outliers

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

Detecting distance-based outliers in streams of data

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

A genetic approach for efficient outlier detection in projected space

Pattern Recognition

LDBOD: A novel local distribution based outlier detector

Pattern Recognition Letters

Reputation-based framework for high integrity sensor networks

ACM Transactions on Sensor Networks (TOSN)

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

Data Mining and Knowledge Discovery

Angle-based outlier detection in high-dimensional data

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

Outlier Detection: An Approximate Reasoning Approach

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Performance Enhancement of RBF Networks in Classification by Removing Outliers in the Training Phase

MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence

Mining Top-n Local Outliers in Constrained Spatial Networks

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications

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

Outlier detection and evaluation by network flow

International Journal of Computer Applications in Technology

DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets

ACM Transactions on Knowledge Discovery from Data (TKDD)

Projected outlier detection in high-dimensional mixed-attributes data set

Expert Systems with Applications: An International Journal

Semantic clustering for region-based image retrieval

Journal of Visual Communication and Image Representation

Detecting outlying properties of exceptional objects

ACM Transactions on Database Systems (TODS)

Detecting Aggregate Incongruities in XML

DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications

Anomaly detection: A survey

ACM Computing Surveys (CSUR)

CoCo: coding cost for parameter-free outlier detection

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

A comprehensive survey of numeric and symbolic outlier mining techniques

Intelligent Data Analysis

Detecting Projected Outliers in High-Dimensional Data Streams

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications

Mining Peculiar Compositions of Frequent Substrings from Sparse Text Data Using Background Texts

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I

A trust establishment scheme for cluster-based sensor networks

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing

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

Data Mining and Knowledge Discovery

HOT: hypergraph-based outlier test for categorical data

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

An efficient histogram method for outlier detection

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

A new algorithm for high-dimensional outlier detection based on constrained particle swarm intelligence

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Detecting outliers in categorical record databases based on attribute associations

APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development

Uniqueness mining

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

Neighborhood outlier detection

Expert Systems with Applications: An International Journal

Synchronization based outlier detection

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

Distance-based outlier detection: consolidation and renewed bearing

Proceedings of the VLDB Endowment

Finding key attribute subset in dataset for outlier detection

Knowledge-Based Systems

Outlier detection over sliding windows for probabilistic data streams

Journal of Computer Science and Technology

Weight LOFCC: a heuristic weight-setting strategy of LOF applied to outlier detection in time series data

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

Outlier detection by example

Journal of Intelligent Information Systems

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

Expert Systems with Applications: An International Journal

Outlier detection with two-stage area-descent method for linear regression

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

A novel outlier detection method for spatio-tempral trajectory data

ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology

An approach based on wavelet analysis and non-linear mapping to detect anomalies in dataset

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery

Mining outliers in spatial networks

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

Ranking outliers using symmetric neighborhood relationship

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

An auto-stopped hierarchical clustering algorithm for analyzing 3d model database

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Grid-ODF: detecting outliers effectively and efficiently in large multi-dimensional databases

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

An auto-stopped hierarchical clustering algorithm integrating outlier detection algorithm

WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management

Simple instance selection for bankruptcy prediction

Knowledge-Based Systems

Outlier detection using rough set theory

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 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

Collusion set detection through outlier discovery

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics

A cross datasets referring outlier detection model applied to suspicious financial transaction discrimination

WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics

Development and application of tender evaluation decision-making and risk early warning system for water projects based on KDD

Advances in Engineering Software

Tackling outliers in granular box regression

Information Sciences: an International Journal

Security Through Collaboration and Trust in MANETs

Mobile Networks and Applications

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

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

Statistical Analysis and Data Mining

Continuous adaptive outlier detection on distributed data streams

HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications

OutRules: a framework for outlier descriptions in multiple context spaces

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II

Mining neighbor-based patterns in data streams

Information Systems

Outlier ensembles: position paper

ACM SIGKDD Explorations Newsletter

Flexible and adaptive subspace search for outlier analysis

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