Data mining
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AI-Based Optimized Design of Structural Frames: With Application to Practical Building Designs (Bog, Hardback, Engelsk)
This book introduces an auto-design-based optimization for building frames using an artificial neural networks (ANN)-based Lagrange method and genetic algorithms (GAs), and consistent with codes of practice. It is heavily illustrated with color figures and tables.
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Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Learning in the Absence of Training Data (Bog, Hardback, Engelsk)
Three ways of undertaking such bespoke learning are offered: by tapping into system dynamics in generic dynamical systems, to learn the function that causes the system’s evolution;
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Data Analysis and Optimization: In Honor of Boris Mirkin's 80th Birthday (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Volunteered Geographic Information: Interpretation, Visualization and Social Context (Bog, Hardback, Engelsk)
This open access book includes methods for retrieval, semantic representation, and analysis of Volunteered Geographic... Læs mere
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Computational Intelligence in Data Science: 6th IFIP TC 12 International Conference, ICCIDS 2023, Chennai, India, February 23–25, 2023, Revised Selected Papers (Bog, Hardback, Engelsk)
This book constitutes the proceedings of the 6th IFIP TC 12 International... Læs mere
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Advances in Knowledge Discovery and Management: Volume 10 (Bog, Hardback, Engelsk)
The selection of long and short papers for the conference itself followed a rigorous double-blind peer-review process, evaluating numerous submissions (with a long paper acceptance rate of approximately 25%).
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Predictive Analytics with KNIME: Analytics for Citizen Data Scientists (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Feature and Dimensionality Reduction for Clustering with Deep Learning (Bog, Hardback, Engelsk)
This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question.
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Representation Learning for Natural Language Processing (Bog, Hardback, Engelsk)
(2) adds four new chapters to introduce pre-trained language models, robust representation learning, legal knowledge representation learning and biomedical knowledge representation learning;
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Multi-sensor Fusion for Autonomous Driving (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Entity Alignment: Concepts, Recent Advances and Novel Approaches (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
