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Data Mining and Machine Learning: Fundamental Concepts and Algorithms (Bog, Hardback, Engelsk)This textbook for senior undergraduate and graduate students offers comprehensive coverage, an algorithmic perspective, and a wealth... Læs mere
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High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Bog, Hardback, Engelsk)Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to genetics and industrial... Læs mere
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Machine Learning Refined: Foundations, Algorithms, and Applications (Bog, Hardback, Engelsk)An intuitive approach to machine learning detailing the key concepts needed to build products and conduct research. Featuring color... Læs mere
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High-Dimensional Probability: An Introduction with Applications in Data Science (Bog, Hardback, Engelsk)The data sciences are moving fast, and probabilistic methods are both the foundation and a driver. This highly motivated... Læs mere
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Generalized Principal Component Analysis (Bog, Hardback, Engelsk)Shankar Sastry is Dean of the College of Engineering, Professor of Electrical Engineering and Computer Science and Professor of Bioengineering at the University of California, Berkeley.
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Data Mining: The Textbook (Bog, Hardback, Engelsk)This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues.
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Mathematics for Machine Learning (Bog, Hardback, Engelsk)This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites.... Læs mere
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Pattern Recognition in Computational Molecular Biology: Techniques and Approaches (Bog, Hardback, Engelsk)A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology.
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Introduction to Biometrics (Bog, Hardback, Engelsk)While the deployment of large-scale biometric systems in both commercial and government applications has increased the public awareness of this technology, "Introduction to... Læs mere
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Dissimilarity Representation For Pattern Recognition, The: Foundations And Applications (Bog, Hardback, Engelsk)Provides an approach to pattern recognition in which objects are characterized by relations to other objects instead of by using features or models. This book is intended for researchers and systems designers studying or developing pattern recognition systems.
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Advances In Pattern Recognition - Proceedings Of The 6th International Conference (Bog, Hardback, Engelsk)Contains a series of ICAPR proceedings on the advances of different facets of pattern recognition. This work tackles open... Læs mere
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