Clustering mixed numerical and categorical data with missing values

An Agglomerative Hierarchical Clustering Algorithm for Linear Ordinal Rankings

(2021) Nana Liu et al.   INFORMATION SCIENCES

A multi-stage hierarchical clustering algorithm based on centroid of tree and cut edge constraint

(2021) Yan Ma et al.   INFORMATION SCIENCES

k-PbC: an improved cluster center initialization for categorical data clustering

(2020) Duy-Tai Dinh et al.   APPLIED INTELLIGENCE

Genie+OWA: Robustifying hierarchical clustering with OWA-based linkages

(2020) Anna Cena et al.   INFORMATION SCIENCES

Hierarchical clustering supported by reciprocal nearest neighbors

(2020) Wen-Bo Xie et al.   INFORMATION SCIENCES

Objective function-based rough membership C-means clustering

(2020) Seiki Ubukata et al.   INFORMATION SCIENCES

An incremental density-based clustering framework using fuzzy local clustering

(2020) Sirisup Laohakiat et al.   INFORMATION SCIENCES

Optimal clustering with missing values

(2019) Shahin Boluki et al.   BMC BIOINFORMATICS

External clustering validity index based on chi-squared statistical test

(2019) José María Luna-Romera et al.   INFORMATION SCIENCES

An efficient algorithm for mining periodic high-utility sequential patterns

(2018) Duy-Tai Dinh et al.   APPLIED INTELLIGENCE

An efficient algorithm for Hiding High Utility Sequential Patterns

(2018) Bac Le et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering

(2018) Yang Meng et al.   NEUROCOMPUTING

A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation

(2016) Ronghua Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Initialization of K-modes clustering using outlier detection techniques

(2016) Feng Jiang et al.   INFORMATION SCIENCES

Missing value imputation for the analysis of incomplete traffic accident data

(2016) Rupam Deb et al.   INFORMATION SCIENCES

A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data

(2016) Jin-Yin Chen et al.   INFORMATION SCIENCES

Self-representation based dual-graph regularized feature selection clustering

(2016) Ronghua Shang et al.   NEUROCOMPUTING

Global discriminative-based nonnegative spectral clustering

(2016) Ronghua Shang et al.   PATTERN RECOGNITION

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering

(2011) Feiping Nie et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Determining the number of clusters using information entropy for mixed data

(2011) Jiye Liang et al.   PATTERN RECOGNITION

Characterization and evaluation of similarity measures for pairs of clusterings

(2008) Darius Pfitzner et al.   KNOWLEDGE AND INFORMATION SYSTEMS