Understanding and Enhancement of Internal Clustering Validation Measures

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

(2012) Naiyang Guan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

(2012) Naiyang Guan et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-objective selection for collecting cluster alternatives

(2011) Johann M. Kraus et al.   COMPUTATIONAL STATISTICS

Manifold elastic net: a unified framework for sparse dimension reduction

(2010) Tianyi Zhou et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A new separation measure for improving the effectiveness of validity indices

(2009) Shihong Yue et al.   INFORMATION SCIENCES

Application of a New Symmetry-Based Cluster Validity Index for Satellite Image Segmentation

(2008) S. Saha et al.   IEEE Geoscience and Remote Sensing Letters

K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective

(2008) Hui Xiong et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS