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Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part I (Paperback, 1st ed. 2021)
Loot Price: R3,386
Discovery Miles 33 860
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Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part I (Paperback, 1st ed. 2021)
Series: Lecture Notes in Artificial Intelligence, 12975
Expected to ship within 10 - 15 working days
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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.
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