03967nam 22007215 450 99646566740331620200706191932.03-319-44412-310.1007/978-3-319-44412-3(CKB)3710000000837726(DE-He213)978-3-319-44412-3(MiAaPQ)EBC6285027(MiAaPQ)EBC5587646(Au-PeEL)EBL5587646(OCoLC)956530047(PPN)194804127(EXLCZ)99371000000083772620160803d2016 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierAdvanced Analysis and Learning on Temporal Data[electronic resource] First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers /edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (X, 173 p. 64 illus.)Lecture Notes in Artificial Intelligence ;97853-319-44411-5 Includes bibliographical references and index.This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes. The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering. .Lecture Notes in Artificial Intelligence ;9785Artificial intelligenceDatabase managementApplication softwareInformation storage and retrievalAlgorithmsArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Artificial intelligence.Database management.Application software.Information storage and retrieval.Algorithms.Artificial Intelligence.Database Management.Information Systems Applications (incl. Internet).Information Storage and Retrieval.Algorithm Analysis and Problem Complexity.006.31Douzal-Chouakria Ahlameedthttp://id.loc.gov/vocabulary/relators/edtVilar José Aedthttp://id.loc.gov/vocabulary/relators/edtMarteau Pierre-Françoisedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996465667403316Advanced Analysis and Learning on Temporal Data2832029UNISA