GENETIC ALGORITHMS AND CROSS-CORRELATION CLUSTERING OF TIME SERIES

Keywords

Cluster analysis, Series (stratigraphy), Algorithm, Partition (number theory), Mathematics

References

• The percentage points of the normal distributionMichael J. Wichura — 1988
• Minimum Spanning Trees and Single Linkage Cluster AnalysisJ. C. Gower, G. J. Ross — 1969
• Solving Partitioning Problems with Genetic AlgorithmsDonald R. Jones, Mark A. Beltramo — 1991
• AllelesLociand the Traveling Salesman ProblemDavid E. Goldberg, R. Lingle — 1985
• Genetic Algorithms and Grouping ProblemsEmanuel Falkenauer — 1998
• Clustering of time series with genetic algorithmsRoberto Baragona, Francesco Battaglia, Claudio Calzini — 2001
• Applying Adaptive Algorithms to Epistatic DomainsLawrence Davis — 1985
• An algorithm for generating artificial test clustersGlenn W. Milligan — 1985
• An examination of procedures for determining the number of clusters in a data setGlenn W. Milligan, Martha C. Cooper — 1985
• An Introduction to Genetic Algorithms.Dorothea Heiss-Czedik — 1997
• Time series analysis, forecasting and controlPeter C. Young, S. Shellswell — 1972
• A monte carlo study of thirty internal criterion measures for cluster analysisGlenn W. Milligan — 1981
• A cautionary note on using internal cross validation to select the number of clustersAbba Μ. Krieger, Paul E. Green — 1999
• New stopping criterion for genetic algorithmsHaldun Aytuğ, Gary J. Kœhler — 2000
• Genetic algorithm-based clustering techniqueUjjwal Maulik, Sanghamitra Bandyopadhyay — 2000
• A genetic clustering algorithm for data with non-spherical-shape clustersLin‐Yu Tseng, Shiueng Bien Yang — 2000
• P-Complete Approximation ProblemsSartaj Sahni, Teofilo F. Gonzalez — 1976
• A genetic c-Means clustering algorithm applied to color image quantizationPaul Scheunders — 1997
• A DISTANCE MEASURE FOR CLASSIFYING ARIMA MODELSDomenico Piccolo — 1990
• Una nota sulla distanza tra modelli ARIMA per serie storiche correlateMarcella Corduas — 1992

Cited by

• Fast and Accurate Time-Series ClusteringJohn Paparrizos, Luis Gravano — 2017

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