Maharaj, Elizabeth Ann,
Time series clustering and classification / Elizabeth Ann Maharaj, Department of Econometrics and Business Statistics, Monash University, Australia, Pierpaolo D'Urso, Department of Social and Economic Sciences, Sapienza--University of Rome, Italy, Jorge Caiado, Department of Mathematics, ISEG, Lisbon School of Economics & Management, University of Lisbon, Portugal. - xv, 228 pages : illustrations ; 25 cm. - Chapman & Hall/CRC computer science & data analysis series .
Includes bibliographical references and index.
Introduction -- Time series features and models -- Traditional cluster analysis -- Fuzzy clustering -- Observation-based clustering -- Feature-based clustering -- Model-based clustering -- Other time series clustering approaches -- Feature-based approaches -- Other time series classification approaches -- Software and data sets.
9781498773218
2018052974
Time-series analysis.
Cluster analysis.
QA280 / .M3345 2019
Grad 519.55 / M214 2019
Time series clustering and classification / Elizabeth Ann Maharaj, Department of Econometrics and Business Statistics, Monash University, Australia, Pierpaolo D'Urso, Department of Social and Economic Sciences, Sapienza--University of Rome, Italy, Jorge Caiado, Department of Mathematics, ISEG, Lisbon School of Economics & Management, University of Lisbon, Portugal. - xv, 228 pages : illustrations ; 25 cm. - Chapman & Hall/CRC computer science & data analysis series .
Includes bibliographical references and index.
Introduction -- Time series features and models -- Traditional cluster analysis -- Fuzzy clustering -- Observation-based clustering -- Feature-based clustering -- Model-based clustering -- Other time series clustering approaches -- Feature-based approaches -- Other time series classification approaches -- Software and data sets.
9781498773218
2018052974
Time-series analysis.
Cluster analysis.
QA280 / .M3345 2019
Grad 519.55 / M214 2019