Informasi Umum

Kode

24.01.1355

Klasifikasi

006.3 - Special Computer Methods- Artificial intelligence

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Deep Learning, Machine Learning,

No. Rak

Tel-U Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3

Dilihat

47 kali

Informasi Lainnya

Abstraksi

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.

006.3 XUA d

Koleksi & Sirkulasi

Tersedia 2 dari total 2 Koleksi

Anda harus log in untuk mengakses flippingbook

Pengarang

Nama Qi Xuan, et.al.
Jenis Perorangan
Penyunting
Penerjemah

Penerbit

Nama World Scientific
Kota Singapura
Tahun 2023

Sirkulasi

Harga sewa IDR 0,00
Denda harian IDR 1.000,00
Jenis Sirkulasi

Download / Flippingbook