Evolutionary Multiobjective Clustering Algorithms With Ensemble for Patient Stratification

Nature-inspired multiobjective patient stratification from cancer gene expression data

(2020) Yunhe Wang et al.   INFORMATION SCIENCES

Ensemble clustering based on evidence extracted from the co-association matrix

(2019) Caiming Zhong et al.   PATTERN RECOGNITION

Ultra-Scalable Spectral Clustering and Ensemble Clustering

(2019) Dong Huang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Spectral clustering based on learning similarity matrix

(2018) Seyoung Park et al.   BIOINFORMATICS

Locally Weighted Ensemble Clustering

(2018) Dong Huang et al.   IEEE Transactions on Cybernetics

Evolutionary Multiobjective Clustering and Its Applications to Patient Stratification

(2018) Xiangtao Li et al.   IEEE Transactions on Cybernetics

Transfer Clustering Ensemble Selection

(2018) Yifan Shi et al.   IEEE Transactions on Cybernetics

Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities

(2018) Dong Huang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Evolving Spatial Clusters of Genomic Regions From High-Throughput Chromatin Conformation Capture Data

(2017) Xiangtao Li et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Multiobjective Patient Stratification using Evolutionary Multiobjective Optimization

(2017) Xiangtao Li et al.   IEEE Journal of Biomedical and Health Informatics

Clustering cancer gene expression data by projective clustering ensemble

(2017) Xianxue Yu et al.   PLoS One

Set Matching Measures for External Cluster Validity

(2016) Mohammad Rezaei et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey of Multiobjective Evolutionary Clustering

(2015) Anirban Mukhopadhyay et al.   ACM COMPUTING SURVEYS

K-Means-Based Consensus Clustering: A Unified View

(2015) Junjie Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression

(2014) Yiyi Liu et al.   BMC BIOINFORMATICS

Breast cancer patient stratification using a molecular regularized consensus clustering method

(2014) Chao Wang et al.   METHODS

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

Complementary ensemble clustering of biomedical data

(2013) Samah Jamal Fodeh et al.   JOURNAL OF BIOMEDICAL INFORMATICS

An Interactive Approach to Multiobjective Clustering of Gene Expression Patterns

(2012) Anirban Mukhopadhyay et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

LCE: a link-based cluster ensemble method for improved gene expression data analysis

(2010) N. Iam-on et al.   BIOINFORMATICS

Clustering cancer gene expression data: a comparative study

(2008) Marcilio C. P. de Souto et al.   BMC BIOINFORMATICS

Cluster Ensemble Selection

(2008) Xiaoli Z. Fern et al.   Statistical Analysis and Data Mining

Robust path-based spectral clustering

(2007) Hong Chang et al.   PATTERN RECOGNITION