Deep Learning Volume 2 1st edition by Arif Wani, Bisma Sultan, Sarwat Ali, Mukhtar Ahmad Sofi – Ebook PDF Instant Download/Delivery: 9819634970 ,978-9819634972
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Product details:
ISBN 10: 9819634970
ISBN 13: 978-9819634972
Author: Arif Wani, Bisma Sultan, Sarwat Ali, Mukhtar Ahmad Sofi
This book describes novel ways of using deep learning to solve real-world problems. It covers advanced deep learning topics like neural architecture search, ensemble deep learning, transfer learning techniques, lightweight architectures, hybrid deep learning approaches, and generative adversarial networks. The book discusses the use of these advanced topics in selected applications like image classification, object detection, image steganography, protein secondary structure prediction, and gene expression data classification. Various challenges and future research directions falling under the scope of these topics are discussed.
Deep Learning Volume 2 1st Table of contents:
Front Matter
1. Introduction to Deep Learning Applications
2. Evolutionary Algorithm-Based Neural Architecture Search
3. Gradient-Based Neural Architecture Search
4. Efficient Training of Deep Learning Architectures
5. Generative Adversarial Networks in Image Steganography
6. Deep Learning Architectures for Image Steganography
7. Two-Stage Depth-Balanced Generative Adversarial Networks for Image Steganography
8. Two-Stage Generative Adversarial Networks for Image Steganography with Multiple Secret Messages
9. Deep Learning in Healthcare and Computational Biology
10. Selected Deep Learning Architectures for Medical Applications
11. Hybrid Deep Learning Architecture for Protein Secondary Structure Prediction
12. Enhanced Accuracy in Pan-Cancer Classification Using Ensemble Deep Learning
13. Brain Tumor Prediction Using Transfer Learning and Light-Weight Deep Learning Architectures
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Tags: Arif Wani, Bisma Sultan, Sarwat Ali, Mukhtar Ahmad Sofi, Deep Learning