Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection

Exploiting Local Coherent Patterns for Unsupervised Feature Ranking

(2011) Qinghua Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Initialization Independent Clustering With Actively Self-Training Method

(2011) Feiping Nie et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction

(2010) Feiping Nie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression

(2010) Feiping Nie et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction

(2010) Xinbo Gao et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

New Approaches to Fuzzy-Rough Feature Selection

(2009) R. Jensen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Nonlinear Dimensionality Reduction with Local Spline Embedding

(2008) Shiming Xiang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Discriminant Locally Linear Embedding With High-Order Tensor Data

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

Effective Feature Extraction in High-Dimensional Space

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

Stable local dimensionality reduction approaches

(2008) Chenping Hou et al.   PATTERN RECOGNITION

Label Propagation through Linear Neighborhoods

(2007) Fei Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING