{"product_id":"9783030390976","title":"Lecture Notes in Computer Science: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers","description":"\u003ch1\u003eLecture Notes in Computer Science: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers\u003c\/h1\u003e \u003ch2\u003eLemaire, Vincent; Malinowski, Simon; Bagnall, Anthony; Bondu, Alexis; Guyet, Thomas; Tavenard, Romain\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Würzburg, Germany, in September 2019.\u003cbr\u003e The 7 full papers presented together with 9 poster papers were carefully reviewed and selected from 31 submissions. The papers cover topics such as temporal data clustering; classification of univariate and multivariate time series; early classification of temporal data; deep learning and learning representations for temporal data; modeling temporal dependencies; advanced forecasting and prediction models; space-temporal statistical analysis; functional data analysis methods; temporal data streams; interpretable time-series analysis methods; dimensionality reduction, sparsity, algorithmic complexity and big data challenge; and bio-informatics, medical, energy consumption, on temporal data.\u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-01-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030390976\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-39098-3\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 229\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806065324172,"sku":"9783030390976","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030390976.jpg?v=1774017660","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030390976","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}