Deep Learning Applications: In Computer Vision, Signals And Networks free ebook download.

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Deep Learning Applications: In Computer Vision, Signals And Networks free ebook download

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Computer Science

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Author(s):	Qi Xuan

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	9811266905
Pages:	308	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	8/11/2023 9:18:27 AM

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9811266905 pdf
This book proposes various deep learning models featuring how deep learning algorithms have been applied and used in real-life settings. The complexity of real-world scenarios and constraints imposed by the environment, together with budgetary and resource limitations, have posed great challenges to engineers and developers alike, to come up with solutions to meet these demands. This book presents case studies undertaken by its contributors to overcome these problems. These studies can be used as references for designers when applying deep learning in solving real-world problems in the areas of vision, signals, and networks. The contents of this book are divided into three parts. In the first part, AI vision applications in plant disease diagnostics, PM2.5 concentration estimation, surface defect detection, and ship plate identification, are featured. The second part introduces deep learning applications in signal processing  such as time series classification, broad-learning based signal modulation recognition, and graph neural network (GNN) based modulation recognition. Finally, the last section of the book reports on graph embedding applications and GNN in AI for networks  such as an end-to-end graph embedding method for dispute detection, an autonomous System-GNN architecture to infer the relationship between Apache software, a Ponzi scheme detection framework to identify and detect Ponzi schemes, and a GNN application to predict molecular biological activities.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3194664	Book	https://nitroflare.com/view/DA84AAAE2540...		0.00	alex21s

Tags: Applications Computer Deep Learning Networks Signals Vision

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