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

Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I
سال انتشار: 2020
تعداد صفحات: 798
زبان فایل: انگلیسی
فرمت فایل: pdf
حجم فایل: 67MB
رمز فایل: www.ketabdownload.com
قیمت: 200,000ريال

افزودن به سبد دانلود

Publisher : Springer

ISBN-10 : 3030461491

ISBN-13 : 978-3030461492

ASIN : B087ZWD4D4

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.