Data mining
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Clustering Methods for Big Data Analytics: Techniques, Toolboxes and Applications (Bog, Paperback / softback, Engelsk)
This book highlights the state of the art and recent advances in Big Data clustering methods and their innovative applications in contemporary AI-driven systems.
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Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings (Bog, Paperback / softback, Engelsk)
This book describes efforts to improve subject-independent automated classification techniques using a better feature extraction method and a more efficient model of classification.
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Intelligent Methods and Big Data in Industrial Applications (Bog, Paperback / softback, Engelsk)
Further, the book shows new directions for cooperation between science and industry and facilitates efficient transfer of knowledge in the area of intelligent information systems.
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Artificial Intelligent Methods for Handling Spatial Data: Fuzzy Rulebase Systems and Gridded Data Problems (Bog, Paperback / softback, Engelsk)
This book provides readers with an insight into the development of a novel method for regridding gridded spatial data, an operation required to perform the map overlay operation and apply map algebra when processing spatial data.
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Machine Learning for Text (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Applying Predictive Analytics: Finding Value in Data (Bog, Paperback / softback, Engelsk)
The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using... Læs mere
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Recurrent Neural Networks: From Simple to Gated Architectures (Bog, Paperback / softback, Engelsk)
This textbook provides a compact but comprehensive treatment that provides analytical and design steps to recurrent neural networks from scratch.
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Machine Learning: The Basics (Bog, Paperback / softback, Engelsk)
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML... Læs mere
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Statistical Foundations, Reasoning and Inference: For Science and Data Science (Bog, Paperback / softback, Engelsk)
This textbook provides a comprehensive introduction to statistical principles, concepts and methods that are essential in modern statistics and data science.
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Guide to Industrial Analytics: Solving Data Science Problems for Manufacturing and the Internet of Things (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Data Science in Practice (Bog, Paperback / softback, Engelsk)
Data Science in Practice is the ideal introduction to data science. With or without math skills: Here you get the all-round view that you need for your projects. This book describes how to properly question data, in order to unearth the treasure that data can be.
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It's All Analytics, Part III: The Applications of AI, Analytics, and Data Science (Bog, Paperback / softback, Engelsk)
The goal of this book is to get leaders and practitioners to start thinking about how they may deploy techniques outside their function or industry into their domain. Application of modern technology into new areas is one of the fastest, most effective ways to improve results.
Levering: Skaffevare (forvent 14 - 30 hverdage)
