Learning robust affinity graph representation for multi-view clustering

Unsupervised feature selection via latent representation learning and manifold regularization

(2019) Chang Tang et al.   NEURAL NETWORKS

Rank-Constrained Spectral Clustering With Flexible Embedding

(2018) Zhihui Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Fast graph clustering with a new description model for community detection

(2017) Liang Bai et al.   INFORMATION SCIENCES

A fast and accurate algorithm for unsupervised clustering around centroids

(2017) Giuseppe M. Mazzeo et al.   INFORMATION SCIENCES

Predictive Quantization on the Stiefel Manifold

(2015) Stefan Schwarz et al.   IEEE SIGNAL PROCESSING LETTERS

Robust Subspace Clustering via Smoothed Rank Approximation

(2015) Zhao Kang et al.   IEEE SIGNAL PROCESSING LETTERS

Cross-Modal Subspace Learning via Pairwise Constraints

(2015) Ran He et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction

(2015) Xiaoshuang Shi et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multimodal Deep Autoencoder for Human Pose Recovery

(2015) Chaoqun Hong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Co-Learned Multi-View Spectral Clustering for Face Recognition Based on Image Sets

(2014)   IEEE SIGNAL PROCESSING LETTERS

Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds

(2014) Xiaowen Dong et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

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

(2013) Chenping Hou et al.   IEEE Transactions on Cybernetics

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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