Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure

Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters

(2021) Jun Wang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Motor-Imagery-Based Brain–Computer Interface Using Signal Derivation and Aggregation Functions

(2021) Javier Fumanal-Idocin et al.   IEEE Transactions on Cybernetics

Unsupervised Heterogeneous Coupling Learning for Categorical Representation

(2020) Chengzhang Zhu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A New Distance Metric Exploiting Heterogeneous Interattribute Relationship for Ordinal-and-Nominal-Attribute Data Clustering

(2020) Yiqun Zhang et al.   IEEE Transactions on Cybernetics

Moderate deviation and restricted equivalence functions for measuring similarity between data

(2019) A.H. Altalhi et al.   INFORMATION SCIENCES

Membership Affinity Lasso for Fuzzy Clustering

(2019) Li Guo et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

From Whole to Part: Reference-Based Representation for Clustering Categorical Data

(2019) Qibin Zheng et al.   IEEE Transactions on Neural Networks and Learning Systems

Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets

(2018) Jun Wang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning

(2018) Songlei Jian et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Unsupervised Coupled Metric Similarity for Non-IID Categorical Data

(2018) Songlei Jian et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

On the definition of penalty functions in data aggregation

(2017) Humberto Bustince et al.   FUZZY SETS AND SYSTEMS

Graph regularized compact low rank representation for subspace clustering

(2017) Shiqiang Du et al.   KNOWLEDGE-BASED SYSTEMS

Interval kernel Fuzzy C-Means clustering of incomplete data

(2017) Tianhao Li et al.   NEUROCOMPUTING

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering

(2017) Xi Peng et al.   IEEE Transactions on Cybernetics

Fuzzy Clustering in a Complex Network Based on Content Relevance and Link Structures

(2016) Lun Hu et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Clustering of Mixed Data by Integrating Fuzzy, Probabilistic, and Collaborative Clustering Framework

(2016) Arkanath Pathak et al.   International Journal of Fuzzy Systems

Applying subclustering and Lp distance in Weighted K-Means with distributed centroids

(2016) Renato Cordeiro de Amorim et al.   NEUROCOMPUTING

Soft subspace clustering of categorical data with probabilistic distance

(2016) Lifei Chen et al.   PATTERN RECOGNITION

Distance metric learning for soft subspace clustering in composite kernel space

(2016) Jun Wang et al.   PATTERN RECOGNITION

Space Structure and Clustering of Categorical Data

(2016) Yuhua Qian et al.   IEEE Transactions on Neural Networks and Learning Systems

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

(2014) Adil Fahad et al.   IEEE Transactions on Emerging Topics in Computing

Graph based k-means clustering

(2012) Laurent Galluccio et al.   SIGNAL PROCESSING

Model-based multidimensional clustering of categorical data

(2011) Tao Chen et al.   ARTIFICIAL INTELLIGENCE

A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functional

(2011) Sotirios P. Chatzis   EXPERT SYSTEMS WITH APPLICATIONS

A new initialization method for categorical data clustering

(2009) Fuyuan Cao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study

(2009) Daniel Graves et al.   FUZZY SETS AND SYSTEMS

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Robust fuzzy clustering using mixtures of Student’s-t distributions

(2008) Sotirios Chatzis et al.   PATTERN RECOGNITION LETTERS

k-ANMI: A mutual information based clustering algorithm for categorical data

(2006) Zengyou He et al.   Information Fusion