Multiview Learning – Bücher zum Thema Multiview Learning finden und kaufen

Shiliang Sun, Liang Mao, Ziang Dong, Lidan Wu
Springer Singapore
149.79 € · Hardcover

Multiview Learning Data Fusion Data Integration Multi-Modal Learning Machine Learning Semi-Supervised Learning Subspace Learning Clustering Supervised Learning Active Learning Transfer Learning Multitask Learning Deep Learning View Construction

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 learni...

Learning with Partially Labeled and Interdependent Data

Massih-Reza Amini, Nicolas Usunier
Springer International Publishing
53.49 € · Hardcover

learning to rank learning with interdependent data learning with partially labeled data machine learning multiclass learning multiview learning self-training semi-supervised learning statistical learning theory

This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the classical machine learning framework through learning with interdependent data. The book traces how the ...

Multiview Machine Learning

Shiliang Sun, Liang Mao, Ziang Dong, Lidan Wu
Springer Singapore
139.09 € · eBook

Multiview Learning Data Fusion Data Integration Multi-Modal Learning Machine Learning Semi-Supervised Learning Subspace Learning Clustering Supervised Learning Active Learning Transfer Learning Multitask Learning Deep Learning View Construction

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 learni...

Learning with Partially Labeled and Interdependent Data

Massih-Reza Amini, Nicolas Usunier
Springer International Publishing
53.49 € · eBook

learning to rank learning with interdependent data learning with partially labeled data machine learning multiclass learning multiview learning self-training semi-supervised learning statistical learning theory

This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the classical machine learning framework through learning with interdependent data. The book traces how the ...

Learning with Partially Labeled and Interdependent Data

Massih-Reza Amini, Nicolas Usunier
Springer International Publishing
53.49 € · Paperback

learning to rank learning with interdependent data learning with partially labeled data machine learning multiclass learning multiview learning self-training semi-supervised learning statistical learning theory

This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the classical machine learning framework through learning with interdependent data. The book traces how the ...

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