Deep Learning Foundations
tarafından
 
Jo, Taeho. author.

Başlık
Deep Learning Foundations

Yazar
Jo, Taeho. author.

ISBN
9783031328794

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XX, 426 p. online resource.

İçerik
Introduction -- Part I. Foundation -- Supervised Learning -- Unsupervised Learning -- Ensemble Learning -- Part II. Deep Machine Learning -- Deep K Nearest Neighbor -- Deep Probabilistic Learning -- Deep Decision Tree -- Deep SVM -- Part III. Deep Neural Networks -- Multiple Layer Perceptron -- Recurrent Networks -- Restricted Boltzmann Machine -- Convolutionary Neural Networks -- Part IV. Textual Deep Learning -- Index Expansion -- Text Summarization -- Textual Deep Operations -- Convolutionary Text Classifier -- Conclusion.

Konu Terimleri
Telecommunication.
 
Machine learning.
 
Computational intelligence.
 
Pattern recognition systems.
 
Neural networks (Computer science) .
 
Communications Engineering, Networks.
 
Automated Pattern Recognition.
 
Mathematical Models of Cognitive Processes and Neural Networks.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-031-32879-4


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