Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13 17, 2021, ... (Lecture Notes in Computer Science, 12977) free ebook download.

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Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13 17, 2021, ... (Lecture Notes in Computer Science, 12977) free ebook download

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Catalogue

Author(s):	Nuria Oliver

Date:	2021	Format:	rar	Language:	English	ISBN/ASIN:	3030865223
Pages:	866	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	10/20/2021 5:25:06 PM

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The 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. 
The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions.
The volumes are organized in topical sections as follows:
Research Track:
Part I: 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.
Part II: Generative models  algorithms and learning theory  graphs and networks  interpretation, explainability, transparency, safety.
Part III: Generative models  search and optimization  supervised learning  text mining and natural language processing  image processing, computer vision and visual analytics.
Applied Data Science Track:
Part IV: Anomaly detection and malware  spatio-temporal data  e-commerce and finance  healthcare and medical applications (including Covid)  mobility and transportation.
Part V: 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.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3044347	Book	https://nitro.download/view/2DA0792D36D8...		0.00	gestalt
3044348	Book part 2	https://nitro.download/view/74FB37B9E634...		0.00	gestalt

Tags: Bilbao Computer Conference Databases Discovery ECML European Knowledge Learning Lecture

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