The latest research progress on spectral clustering

A Spectral Clustering Approach Based on Newton's Equations of Motion

(2013) K. Blekas et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Fuzzy spectral clustering with robust spatial information for image segmentation

(2012) Hanqiang Liu et al.   APPLIED SOFT COMPUTING

Two-Step Spectral Clustering Controlled Islanding Algorithm

(2012) Lei Ding et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Clustering With Multi-Layer Graphs: A Spectral Perspective

(2012) Xiaowen Dong et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Sparse spectral clustering method based on the incomplete Cholesky decomposition

(2012) Katrijn Frederix et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Research of semi-supervised spectral clustering based on constraints expansion

(2012) Shifei Ding et al.   NEURAL COMPUTING & APPLICATIONS

Hierarchical kernel spectral clustering

(2012) Carlos Alzate et al.   NEURAL NETWORKS

Constructing affinity matrix in spectral clustering based on neighbor propagation

(2012) Xin-Ye Li et al.   NEUROCOMPUTING

Fast semi-supervised clustering with enhanced spectral embedding

(2012) L.C. Jiao et al.   PATTERN RECOGNITION

Multi-level Low-rank Approximation-based Spectral Clustering for image segmentation

(2012) Lijun Wang et al.   PATTERN RECOGNITION LETTERS

Alignment and integration of complex networks by hypergraph-based spectral clustering

(2012) Tom Michoel et al.   PHYSICAL REVIEW E

Selection of the number of clusters via the bootstrap method

(2011) Yixin Fang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Toward the Optimization of Normalized Graph Laplacian

(2011) Bo Xie et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Spectral Clustering on Multiple Manifolds

(2011) Yong Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices

(2011) Boris Mirkin et al.   INFORMATION SCIENCES

Spectral clustering with density sensitive similarity function

(2011) Peng Yang et al.   KNOWLEDGE-BASED SYSTEMS

Spectral clustering with discriminant cuts

(2011) Weifu Chen et al.   KNOWLEDGE-BASED SYSTEMS

Spectral clustering with more than K eigenvectors

(2011) Nicola Rebagliati et al.   NEUROCOMPUTING

Spectral clustering: A semi-supervised approach

(2011) Weifu Chen et al.   NEUROCOMPUTING

Automatically finding clusters in normalized cuts

(2011) Mariano Tepper et al.   PATTERN RECOGNITION

Bagging-based spectral clustering ensemble selection

(2011) Jianhua Jia et al.   PATTERN RECOGNITION LETTERS

An improved spectral clustering algorithm based on random walk

(2011) Xianchao Zhang et al.   Frontiers of Computer Science in China

Consistent selection of the number of clusters via crossvalidation

(2010) J. Wang   BIOMETRIKA

Spectral methods for graph clustering – A survey

(2010) Mariá C.V. Nascimento et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Image Clustering Using Local Discriminant Models and Global Integration

(2010) Yi Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Parallel Spectral Clustering in Distributed Systems

(2010) Wen-Yen Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On the eigenvectors of p-Laplacian

(2010) Dijun Luo et al.   MACHINE LEARNING

Spectral clustering with eigenvector selection based on entropy ranking

(2010) Feng Zhao et al.   NEUROCOMPUTING

Enabling scalable spectral clustering for image segmentation

(2010) Frederick Tung et al.   PATTERN RECOGNITION

Local density adaptive similarity measurement for spectral clustering

(2010) Xianchao Zhang et al.   PATTERN RECOGNITION LETTERS

Consistency of spectral clustering

(2008) Ulrike von Luxburg et al.   ANNALS OF STATISTICS

Spectral Clustering Ensemble Applied to SAR Image Segmentation

(2008) Xiangrong Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scene Detection in Videos Using Shot Clustering and Sequence Alignment

(2008) V.T. Chasanis et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Community Structure in Directed Networks

(2008) E. A. Leicht et al.   PHYSICAL REVIEW LETTERS

Spectral clustering with eigenvector selection

(2007) Tao Xiang et al.   PATTERN RECOGNITION