, , , e.a.

Multiview Machine Learning

Gebonden Engels 2019 9789811330285
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.  

Specificaties

ISBN13:9789811330285
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

Lezersrecensies

Wees de eerste die een lezersrecensie schrijft!

Inhoudsopgave

<p>Chapter 1. Introduction.- Chapter 2. Multiview Semi-supervised Learning.- Chapter 3. Multiview Subspace Learning.- Chapter 4. Multiview Supervised Learning.- Chapter 5. Multiview Clustering.- Chapter 6. Multiview Active Learning.- Chapter 7. Multiview Transfer Learning and Multitask Learning.- Chapter 8. Multiview Deep Learning.- Chapter 9. View Construction.</p>

Managementboek Top 100

Rubrieken

Populaire producten

    Personen

      Trefwoorden

        Multiview Machine Learning