Time series clustering and classification /
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 and Management, University of Lisbon, Portugal). - Chapman & Hall, 2019. - Chapman & Hall/CRC computer science and 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.
9780429058264 9780429603303
Time-series analysis.
Cluster analysis.
519.55 / MAH
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 and Management, University of Lisbon, Portugal). - Chapman & Hall, 2019. - Chapman & Hall/CRC computer science and 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.
9780429058264 9780429603303
Time-series analysis.
Cluster analysis.
519.55 / MAH