{"product_id":"9783030461492","title":"Lecture Notes in Computer Science: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I","description":"\u003ch1\u003eLecture Notes in Computer Science: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I\u003c\/h1\u003e \u003ch2\u003eBrefeld, Ulf; Fromont, Elisa; Hotho, Andreas; Knobbe, Arno; Maathuis, Marloes; Robardet, Céline\u003c\/h2\u003e \u003cp\u003eThe three volume proceedings LNAI 11906 – 11908 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2019, held in Würzburg, Germany, in September 2019.\u003c\/p\u003e\u003cp\u003eThe total of 130 regular papers presented in these volumes was carefully reviewed and selected from 733 submissions; there are 10 papers in the demo track. \u003c\/p\u003e\n\n\u003cp\u003eThe contributions were organized in topical sections named as follows:\u003c\/p\u003e\n\n\u003cp\u003ePart I: pattern mining; clustering, anomaly and outlier detection, and autoencoders; dimensionality reduction and feature selection; social networks and graphs; decision trees, interpretability, and causality; strings and streams; privacy and security; optimization.\u003c\/p\u003e\n\n\u003cp\u003ePart II: supervised learning; multi-label learning; large-scale learning; deep learning; probabilistic models; natural language processing.\u003c\/p\u003e\n\n\u003cp\u003ePart III: reinforcement learning and bandits; ranking; applied data science: computer vision and explanation; applied data science: healthcare; applied data science: e-commerce, finance, and advertising; applied data science: rich data; applied data science: applications; demo track.\u003c\/p\u003e\n\n\u003cp\u003eChapter \"Heavy-tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations\" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-05-02\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030461492\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-46150-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 766\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806070960268,"sku":"9783030461492","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030461492.jpg?v=1774017820","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030461492","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}