Get started
Keyword

document clustering

Description: A text-mining method that groups documents according to similarities in their content or features.
Wikidata ID: wiki/Q4223102
OpenAlex ID: keywords/document-clustering
Introduction to information retrieval
2009 · Manning, Christopher D. 1965-, Raghavan, Prabhakar, et al. · Choice Reviews Online · 12,276
PDF
Introduction to Information Retrieval
2008 · Christopher D. Manning, Prabhakar Raghavan, et al. · Cambridge University Press eBooks · 11,264
A Comparison of Document Clustering Techniques
2000 · Michael Steinbach, George Karypis, et al. · 2,539
Unsupervised Deep Embedding for Clustering Analysis
2015 · Xie, Junyuan, Girshick, Ross, et al. · arXiv (Cornell University) · 2,475
PDF
Document clustering based on non-negative matrix factorization
2003 · Wei Xu, Xin Liu, et al. · 1,906
Co-clustering documents and words using bipartite spectral graph partitioning
2001 · Inderjit S. Dhillon · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 1,717
The text mining handbook: advanced approaches in analyzing unstructured data
2007 · Choice Reviews Online · 1,598
Scatter/Gather
2017 · Douglass R. Cutting, David R. Karger, et al. · ACM SIGIR Forum · 1,419
BERTopic: Neural topic modeling with a class-based TF-IDF procedure
2022 · Grootendorst, Maarten · arXiv (Cornell University) · 1,416
PDF
Syntactic clustering of the Web
1997 · Andrei Z. Broder, Steven C. Glassman, et al. · Computer Networks and ISDN Systems · 1,350
V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure
2007 · Andrew Rosenberg, Julia Hirschberg · 1,315
Concept Decompositions for Large Sparse Text Data Using Clustering
2001 · Inderjit S. Dhillon, Dharmendra S. Modha · Machine Learning · 1,294
PDF
Computational Methods of Feature Selection
2007 · Chapman & Hall/CRC eBooks · 1,283
Text Mining Infrastructure in R
2008 · Ingo Feinerer, Kurt Hornik, et al. · Journal of Statistical Software · 1,258
Correlation Clustering
2004 · Nikhil Bansal, Avrim Blum, et al. · Machine Learning · 1,077
PDF
Scatter/Gather: a cluster-based approach to browsing large document collections
1992 · Douglass R. Cutting, David R. Karger, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 994
Self organization of a massive document collection
2000 · T. Kohonen, S. Kaski, et al. · IEEE Transactions on Neural Networks · 908
A Brief Survey of Text Mining
2005 · Andreas Hotho, Andreas Nürnberger, et al. · LDV-Forum/Journal for language technology and computational linguistics · 904
PDF
Fast and effective text mining using linear-time document clustering
1999 · Bjornar Larsen, Chinatsu Aone · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 861
PDF
A comparison of extrinsic clustering evaluation metrics based on formal constraints
2008 · Enrique Amigó, Julio Gonzalo, et al. · Information Retrieval · 832
PDF
A Survey of Text Similarity Approaches
2013 · Wael H.Gomaa, Aly A. Fahmy · International Journal of Computer Applications · 823
PDF
A probabilistic framework for semi-supervised clustering
2004 · Sugato Basu, Mikhail Bilenko, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 823
Multi-View Clustering
2005 · S. Bickel, T. Scheffer · Proceedings · 809
Document clustering using locality preserving indexing
2005 · D. Cai, X. He, et al. · IEEE Transactions on Knowledge and Data Engineering · 786
A study of retrospective and on-line event detection
1998 · Yiming Yang, Tom Pierce, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 734
Works count: 13,390
Citation count: 185,500
Year
Topic
Type