A spatial filtering inspired three-way clustering approach with application to outlier detection

Three-way k-means: integrating k-means and three-way decision

(2019) Pingxin Wang et al.   International Journal of Machine Learning and Cybernetics

Orthopartitions and soft clustering: Soft mutual information measures for clustering validation

(2019) Andrea Campagner et al.   KNOWLEDGE-BASED SYSTEMS

An efficient three-way clustering algorithm based on gravitational search

(2019) Hong Yu et al.   International Journal of Machine Learning and Cybernetics

An overlapping community detection algorithm based on rough clustering of links

(2019) Samrat Gupta et al.   DATA & KNOWLEDGE ENGINEERING

A three-way cluster ensemble approach for large-scale data

(2019) Hong Yu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Variance based three-way clustering approaches for handling overlapping clustering

(2019) Mohammad Khan Afridi et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

A three-way clustering method based on an improved DBSCAN algorithm

(2019) Hui Yu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

An active three-way clustering method via low-rank matrices for multi-view data

(2018) Hong Yu et al.   INFORMATION SCIENCES

A three-way clustering approach for handling missing data using GTRS

(2018) Mohammad Khan Afridi et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

A Comparison of Outlier Detection Techniques for High-Dimensional Data

(2018) Xiaodan Xu et al.   International Journal of Computational Intelligence Systems

CE3: A three-way clustering method based on mathematical morphology

(2018) Pingxin Wang et al.   KNOWLEDGE-BASED SYSTEMS

There and back again: Outlier detection between statistical reasoning and data mining algorithms

(2018) Arthur Zimek et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

k -means clustering with outlier removal

(2017) Guojun Gan et al.   PATTERN RECOGNITION LETTERS

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

(2016) Guilherme O. Campos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A cluster boundary detection algorithm based on shadowed set

(2016) Xiangli Li et al.   Intelligent Data Analysis

A tree-based incremental overlapping clustering method using the three-way decision theory

(2016) Hong Yu et al.   KNOWLEDGE-BASED SYSTEMS

Three-Way Decisions and Cognitive Computing

(2016) Yiyu Yao   Cognitive Computation

Detection of outliers in functional time series

(2015) P. Raña et al.   ENVIRONMETRICS

Is there any need for rough clustering?

(2015) Georg Peters   PATTERN RECOGNITION LETTERS

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

(2015) Ricardo J. G. B. Campello et al.   ACM Transactions on Knowledge Discovery from Data

A review of novelty detection

(2014) Marco A.F. Pimentel et al.   SIGNAL PROCESSING

A Survey of Methods for Finding Outliers in Wireless Sensor Networks

(2013) Dylan McDonald et al.   Journal of Network and Systems Management

MR-DBSCAN: a scalable MapReduce-based DBSCAN algorithm for heavily skewed data

(2013) Yaobin He et al.   Frontiers of Computer Science

Outlier detection

(2011) Xiaogang Su et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Robust statistics for outlier detection

(2011) Peter J. Rousseeuw et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Rough clustering

(2011) Pawan Lingras et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Kernel Fuzzy c-Means Clustering-Based Fuzzy Support Vector Machine Algorithm for Classification Problems With Outliers or Noises

(2010) Xiaowei Yang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Anomaly Detection for Discrete Sequences: A Survey

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

Multivariate Outlier Detection With High-Breakdown Estimators

(2010) Andrea Cerioli   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Shadowed c-means: Integrating fuzzy and rough clustering

(2009) Sushmita Mitra et al.   PATTERN RECOGNITION