{"product_id":"9783030865160","title":"Lecture Notes in Computer Science: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part V","description":"\u003ch1\u003eLecture Notes in Computer Science: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part V\u003c\/h1\u003e \u003ch2\u003eDong, Yuxiao; Kourtellis, Nicolas; Hammer, Barbara; Lozano, Jose A.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. \u003c\/p\u003e\u003cp\u003eThe 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions.\u003c\/p\u003e\n\n\u003cp\u003eThe volumes are organized in topical sections as follows:\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eResearch Track:\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003ePart I:\u003c\/b\u003e Online learning; reinforcement learning; time series, streams, and sequence models; transfer and multi-task learning; semi-supervised and few-shot learning; learning algorithms and applications.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003ePart II:\u003c\/b\u003e Generative models; algorithms and learning theory; graphs and networks; interpretation, explainability, transparency, safety.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003ePart III: \u003c\/b\u003eGenerative models; search and optimization; supervised learning; text mining and natural language processing; image processing, computer vision and visual analytics.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eApplied Data Science Track:\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003ePart IV:\u003c\/b\u003e Anomaly detection and malware; spatio-temporal data; e-commerce and finance; healthcare and medical applications (including Covid); mobility and transportation.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003ePart V:\u003c\/b\u003e Automating machine learning, optimization, and feature engineering; machine learning based simulations and knowledge discovery; recommender systems and behavior modeling; natural language processing; remote sensing, image and video processing; social media.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-09-10\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030865160\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-86517-7\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 516\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806100517004,"sku":"9783030865160","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030865160.jpg?v=1774020998","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030865160","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}