Multiview Machine Learning
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...
Κύριοι συγγραφείς: | , , , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2019.
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Έκδοση: | 1st ed. 2019. |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.