Machine learning
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Deep Learning to See: Towards New Foundations of Computer Vision (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Regularized System Identification: Learning Dynamic Models from Data (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Towards Optimal Point Cloud Processing for 3D Reconstruction (Bog, Paperback / softback, Engelsk)
This SpringerBrief presents novel methods of approaching challenging problems in the reconstruction of accurate 3D models and serves as an introduction for further 3D reconstruction methods.
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Database Systems for Advanced Applications: 27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022, Proceedings, Part II (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Introduction to Logic Programming (Bog, Paperback / softback, Engelsk)
Logic Programming is a style of programming in which programs take the form of sets of sentences in the language of Symbolic Logic. and we define classical logic... Læs mere
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Introduction to Graph Neural Networks (Bog, Paperback / softback, Engelsk)
Then several variants of the vanilla model are introduced such as graph convolutional networks, graph recurrent networks, graph attention networks, graph residual networks, and several general frameworks.
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Graph Representation Learning (Bog, Paperback / softback, Engelsk)
These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems,... Læs mere
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Network Embedding: Theories, Methods, and Applications (Bog, Paperback / softback, Engelsk)
heterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.
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Transfer Learning for Multiagent Reinforcement Learning Systems (Bog, Paperback / softback, Engelsk)
In fact, virtually all of the most challenging tasks currently solved by RL rely on embedded knowledge reuse techniques, such as Imitation Learning, Learning from Demonstration, and Curriculum Learning.This book surveys the literature on knowledge reuse in multiagent RL.
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Machine Learning and Data Mining for Sports Analytics: 8th International Workshop, MLSA 2021, Virtual Event, September 13, 2021, Revised Selected Papers (Bog, Paperback / softback, Engelsk)
This book constitutes the refereed post-conference proceedings of the 8th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2021, held as virtual event in September 2021.
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Machine Learning and Intelligent Communications: 6th EAI International Conference, MLICOM 2021, Virtual Event, November 2021, Proceedings (Bog, Paperback / softback, Engelsk)
This volume constitutes the refereed post-conference proceedings of the... Læs mere
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Pattern Recognition and Image Analysis: 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4–6, 2022, Proceedings (Bog, Paperback / softback, Engelsk)
This book constitutes the refereed proceedings of the 10th Iberian Conference on... Læs mere
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