BOOK-CHAPTER

Constrained Spectral Clustering Using Absorbing Markov Chains

Jianyuan LiJihong Guan

Year: 2012 Lecture notes in computer science Pages: 52-63   Publisher: Springer Science+Business Media
Keywords:
Pairwise comparison Spectral clustering ENCODE Cluster analysis Computer science Embedding Extensional definition Markov chain Encoding (memory) Similarity (geometry) Algorithm Graph Theoretical computer science Pattern recognition (psychology) Artificial intelligence Machine learning Image (mathematics)

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
31
Refs
0.01
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Clustering Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology

Related Documents

BOOK-CHAPTER

Markov Chains and Spectral Clustering

Ning LiuWilliam J. Stewart

Lecture notes in computer science Year: 2011 Pages: 87-98
BOOK-CHAPTER

Absorbing Markov Chains

Gilbert G. WalterMartha Contreras

Modeling and simulation in science, engineering & technology Year: 1999 Pages: 89-99
JOURNAL ARTICLE

Spectral clustering for non-reversible Markov chains

Konstantin FackeldeyAlexander SikorskiMarcus Weber

Journal:   Computational and Applied Mathematics Year: 2018 Vol: 37 (5)Pages: 6376-6391
© 2026 ScienceGate Book Chapters — All rights reserved.