Concepedia

Efficient stochastic algorithms for document clustering

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi

Information Sciences · 2012 · 123 citations · 45 references

Concepts

ComputingComputer ScienceData ScienceData MiningMachine LearningStochastic ProcessesCluster DetectionDocument ClusteringMarkov Chain Monte CarloStochastic OptimizationText ClusteringText Similarity AnalysisProbabilistic ClusteringProbabilistic Document ClusteringProbabilistic Text ClusteringWeb Page Clustering

References

45

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

Natural Sciences, Mathematics, Statistical Computing +16

Probability, Random Variables, and Stochastic Processes.

Julia Abrahams, A. Papoulis · Journal of the American Statistical Association · 1984 · 16.4K citations · Full text

Engineering, Mathematics, Probability Theory +7

Term-weighting approaches in automatic text retrieval

Gerard Salton, Chris Buckley · Information Processing & Management · 1988 · 9.5K citations

Computing, Computer Science, Computational Linguistics +13

Tian Zhang, Raghu Ramakrishnan, Miron Livny · 1996 · 3.9K citations

Computing, Computer Science, Data Management +14

An efficient constraint handling method for genetic algorithms

Kalyanmoy Deb · Computer Methods in Applied Mechanics and Engineering · 2000 · 3.8K citations

Computing, Computational Engineering, Algorithms +12