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Metalearning Applications Data Mining by Brazdil Pavel (15 results)
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Metalearning: Applications to Automated Machine Learning and Data Mining (Cognitive Technologies)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 40.42
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Metalearning : Applications to Data Mining
Published by Springer Berlin Heidelberg, 2008
ISBN 10: 3540732624 ISBN 13: 9783540732624
Language: English
£ 36.66
Convert currency£ 7.70 shipping from Germany to United KingdomQuantity: 1 available
Add to basketCondition: Gut. Zustand: Gut | Seiten: 192 | Sprache: Englisch | Produktart: Bücher.
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Metalearning : Applications to Automated Machine Learning and Data Mining
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 50.81
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Metalearning: Applications to Automated Machine Learning and Data Mining (Cognitive Technologies)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 50.82
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Metalearning : Applications to Automated Machine Learning and Data Mining
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 55.73
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Metalearning : Applications to Automated Machine Learning and Data Mining
Published by Springer International Publishing, 2022
ISBN 10: 3030670236 ISBN 13: 9783030670238
Language: English
£ 47.64
Convert currency£ 12.10 shipping from Germany to United KingdomQuantity: 1 available
Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This open access book offers a comprehensive and thorough introduction to almost all aspects of metalearning and automated machine learning (AutoML), covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield faster and better solutions to data mining and data science problems. It can thus help developers to develop systems that can improve themselves through experience.As one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on other tasks and the adaptive processes can involve machine learning approaches. As a related area to metalearning and a hot topic currently, AutoML is concerned with automating the machine learning processes. Metalearning and AutoML can help AI learn to control the application of different learning methods and acquire new solutions faster without unnecessary interventions from the user.This book is a substantial update of the first edition published in 2009. It includes 18 chapters, more than twice as much as the previous version. This enabled the authors to cover the most relevant topics in more depth and incorporate the overview of recent research in the respective area. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining, data science and artificial intelligence.
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Metalearning : Applications to Data Mining
Published by Springer Berlin Heidelberg, 2008
ISBN 10: 3540732624 ISBN 13: 9783540732624
Language: English
£ 47.64
Convert currency£ 12.10 shipping from Germany to United KingdomQuantity: 1 available
Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience.This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models to yield faster, more effective solutions to data mining problems. It can thus help developers improve their algorithms and also develop learning systems that can improve themselves. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining and artificial intelligence.
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£ 51.01
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£ 61.35
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£ 55.99
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Hardcover. Condition: Brand New. 2nd edition. 358 pages. 9.25x6.10x0.94 inches. In Stock.
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Metalearning: Applications to Data Mining
Published by Springer Berlin Heidelberg, 2008
ISBN 10: 3642092314 ISBN 13: 9783642092312
Language: English
Paperback. Condition: Brand New. 187 pages. 9.00x6.00x0.44 inches. In Stock.
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£ 35.94
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Add to basketCondition: good. Book is in good condition and may include underlining highlighting and minimal wear. The book can also include "From the library of" labels. May not contain miscellaneous items toys, dvds, etc. . We offer 100% money back guarantee and 24 7 customer service.
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£ 41.69
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£ 49.98
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