Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I: Lecture Notes in Computer Science, cartea 12975
Editat de Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozanoen Limba Engleză Paperback – 10 sep 2021
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.
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (3) | 729.60 lei 43-57 zile | |
Springer International Publishing – 10 sep 2021 | 729.60 lei 43-57 zile | |
Springer International Publishing – 10 sep 2021 | 729.94 lei 43-57 zile | |
Springer International Publishing – 11 sep 2021 | 1015.20 lei 43-57 zile |
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Specificații
ISBN-13: 9783030864859
ISBN-10: 3030864855
Pagini: 806
Ilustrații: XLI, 806 p. 232 illus., 218 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.17 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3030864855
Pagini: 806
Ilustrații: XLI, 806 p. 232 illus., 218 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.17 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland