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標(biāo)題: Titlebook: Representation in Machine Learning; M. N. Murty,M. Avinash Book 2023 The Author(s), under exclusive license to Springer Nature Singapore P [打印本頁(yè)]

作者: 天真無(wú)邪    時(shí)間: 2025-3-21 17:35
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書(shū)目名稱(chēng)Representation in Machine Learning讀者反饋學(xué)科排名





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Book 2023itive Hashing (LSH), Distance Metrics and Fractional Norms, Principal Components (PCs), Random Projections and Autoencoders. Several experimental results are provided in the book to demonstrate the discussed techniques’ effectiveness..
作者: Concerto    時(shí)間: 2025-3-23 09:08
Nearest Neighbor Algorithms, demands but also in terms of classification performance. It is very obvious when the learning algorithms are dependent on distances. In this chapter, we present the difficulties and possible solutions to deal with such high-dimensional data classification.
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2191-5768 ues using benchmark datasets.Illustrates the content using e.This book provides a concise but comprehensive guide to representation, which forms the core of Machine Learning (ML). State-of-the-art practical applications involve a number of challenges for the analysis of high-dimensional data. Unfort
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作者: CRAB    時(shí)間: 2025-3-24 05:51
Representation Using Linear Combinations, be viewed as a special case of the linear representation schemes. We specifically consider, in this chapter, various types of feature selection schemes, principal components, random projections and non-negative matrix factorization.
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作者: 說(shuō)明    時(shí)間: 2025-3-24 12:12
Representation in Machine Learning978-981-19-7908-8Series ISSN 2191-5768 Series E-ISSN 2191-5776
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作者: Canvas    時(shí)間: 2025-3-25 03:11
Introduction,In this chapter we provide a brief introduction to machine learning (.). We introduce some of the important steps in . including data acquisition, feature engineering, model selection, model estimation, model evaluation, and model explanation.
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作者: 咆哮    時(shí)間: 2025-3-25 12:36
Conclusions,In this chapter, we provide a brief summary of various representation schemes discussed in the book. Then we provide conclusions for each of the dimensionality reduction techniques discussed and used in our experiments.
作者: inundate    時(shí)間: 2025-3-25 15:57
M. N. Murty,M. AvinashProvides comprehensive coverage of Machine Learning representation techniques.Demonstrates the performance of various representation techniques using benchmark datasets.Illustrates the content using e
作者: Cupping    時(shí)間: 2025-3-25 20:47

作者: 褻瀆    時(shí)間: 2025-3-26 02:39
M. Murty,M. Avinashes: forty-four of Stewart‘s most influential research papers in two subject areas: matrix algorithms, and rounding and perturbation theory; a biography of Stewart; a complete list of his publications, students, and honors; selected photographs; and commentaries on his works in collaboration with lea
作者: Fierce    時(shí)間: 2025-3-26 05:22

作者: TEM    時(shí)間: 2025-3-26 11:13
M. Murty,M. Avinashes: forty-four of Stewart‘s most influential research papers in two subject areas: matrix algorithms, and rounding and perturbation theory; a biography of Stewart; a complete list of his publications, students, and honors; selected photographs; and commentaries on his works in collaboration with lea
作者: misshapen    時(shí)間: 2025-3-26 15:49
M. Murty,M. Avinashes: forty-four of Stewart‘s most influential research papers in two subject areas: matrix algorithms, and rounding and perturbation theory; a biography of Stewart; a complete list of his publications, students, and honors; selected photographs; and commentaries on his works in collaboration with lea
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作者: 小平面    時(shí)間: 2025-3-27 18:11
Philip MorganProvides a comprehensive overview of the origins and development of Fascism in Italy during the years 1915-1945. Now thoroughly updated and expanded with a revised Introduction and Conclusion which se
作者: initiate    時(shí)間: 2025-3-27 23:00
Schriftenreihe des ?sterreichischen Wasserwirtschaftsverbandeshttp://image.papertrans.cn/w/image/1029248.jpg
作者: assent    時(shí)間: 2025-3-28 04:03
2194-0452 rs and polymeric nanoparticles as drug carriers as well as size effects on cytotoxicity and genotoxicity. Didactic aspects are emphasized in all chapters, making the book suitable for a broad audience ranging f978-1-4939-4793-5978-1-4614-8993-1Series ISSN 2194-0452 Series E-ISSN 2194-0460




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