کتاب دانلود علوم مهندسی و فناوریرایانه، اینترنت و فناوری اطلاعات
یادگیری ماشین و کشف دانش در پایگاه های داده - بخش II
یادگیری ماشین و کشف دانش در پایگاه های داده - بخش II

Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II
سال انتشار: 2020
تعداد صفحات: 748
زبان فایل: انگلیسی
فرمت فایل: pdf
حجم فایل: 56MB
رمز فایل: www.ketabdownload.com
قیمت: 200,000ريال

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Publisher : Springer

ISBN-10 : 3030461467

ISBN-13 : 978-3030461461

ASIN : B087Z6C8KB

The 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.

The 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.

The contributions were organized in topical sections named as follows:

Part 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.

Part II: supervised learning; multi-label learning; large-scale learning; deep learning; probabilistic models; natural language processing.

Part 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.