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Titlebook: Multiview Machine Learning; Shiliang Sun,Liang Mao,Lidan Wu Book 2019 Springer Nature Singapore Pte Ltd. 2019 Multiview Learning.Data Fusi

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發(fā)表于 2025-3-21 19:05:59 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Multiview Machine Learning
編輯Shiliang Sun,Liang Mao,Lidan Wu
視頻videohttp://file.papertrans.cn/642/641351/641351.mp4
概述The first comprehensive and in-depth book on multiview machine learning.Blends theory and practice, presenting state-of-the-art methodologies.Equips readers to handle complex data analysis tasks with
圖書封面Titlebook: Multiview Machine Learning;  Shiliang Sun,Liang Mao,Lidan Wu Book 2019 Springer Nature Singapore Pte Ltd. 2019 Multiview Learning.Data Fusi
描述.This book provides a unique, in-depth discussion of multiview learning, one of the fastest developing branches in machine learning. Multiview Learning has been proved to have good theoretical underpinnings and great practical success. This book describes the models and algorithms of multiview learning in real data analysis. Incorporating multiple views to improve the generalization performance, multiview learning is also known as data fusion or data integration from multiple feature sets. This self-contained book is applicable for multi-modal learning research, and requires minimal prior knowledge of the basic concepts in the field. It is also a valuable reference resource for researchers working in the field of machine learning and also those in various application domains.??.
出版日期Book 2019
關(guān)鍵詞Multiview Learning; Data Fusion; Data Integration; Multi-Modal Learning; Machine Learning; Semi-Supervise
版次1
doihttps://doi.org/10.1007/978-981-13-3029-2
isbn_ebook978-981-13-3029-2
copyrightSpringer Nature Singapore Pte Ltd. 2019
The information of publication is updating

書目名稱Multiview Machine Learning影響因子(影響力)




書目名稱Multiview Machine Learning影響因子(影響力)學(xué)科排名




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書目名稱Multiview Machine Learning網(wǎng)絡(luò)公開度學(xué)科排名




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s.Equips readers to handle complex data analysis tasks with .This book provides a unique, in-depth discussion of multiview learning, one of the fastest developing branches in machine learning. Multiview Learning has been proved to have good theoretical underpinnings and great practical success. This
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發(fā)表于 2025-3-22 07:13:48 | 只看該作者
Book 2019data integration from multiple feature sets. This self-contained book is applicable for multi-modal learning research, and requires minimal prior knowledge of the basic concepts in the field. It is also a valuable reference resource for researchers working in the field of machine learning and also those in various application domains.??.
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https://doi.org/10.1007/978-981-13-3029-2Multiview Learning; Data Fusion; Data Integration; Multi-Modal Learning; Machine Learning; Semi-Supervise
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Springer Nature Singapore Pte Ltd. 2019
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