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Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part
Paperback
General ComputersGeneral MathematicsNetworking
ISBN13: 9783031263897
Publisher: Springer
Published: Mar 17 2023
Pages: 759
Weight: 2.46
Height: 1.61 Width: 6.10 Depth: 9.25
Language: English
The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions.
The volumes are organized in topical sections as follows:
Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning;
Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems;
Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search;
Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; .
Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability;
Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.
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