| Description |
1 online resource : illustrations (chiefly color) |
| Series |
Proceedings of the International Neural Networks Society ; volume 3 |
|
Proceedings of the International Neural Networks Society ; volume 3
|
| Contents |
Automatic Facial Expression Neutralisation Using Generative Adversarial Network -- Creating Ensembles of Generative Adversarial Network Discriminators for One-class Classification -- A Hybrid Deep Learning Ensemble for Cyber Intrusion Detection -- Anomaly Detection by Robust Feature Reconstruction -- Deep Learning of Brain Asymmetry Images and Transfer Learning for Early Diagnosis of Dementia -- Deep learning topology-preserving EEG-based images for autism detection in infants -- Improving the Diagnosis of Breast Cancer by Combining Visual and Semantic Feature Descriptors -- Liver cancer trait detection and classification through Machine Learning on smart mobile devices |
| Summary |
This book contains the proceedings of the 22nd EANN "Engineering Applications of Neural Networks" 2021 that comprise of research papers on both theoretical foundations and cutting-edge applications of artificial intelligence. Based on the discussed research areas, emphasis is given in advances of machine learning (ML) focusing on the following algorithms-approaches: Augmented ML, autoencoders, adversarial neural networks, blockchain-adaptive methods, convolutional neural networks, deep learning, ensemble methods, learning-federated learning, neural networks, recurrent -- long short-term memory. The application domains are related to: Anomaly detection, bio-medical AI, cyber-security, data fusion, e-learning, emotion recognition, environment, hyperspectral imaging, fraud detection, image analysis, inverse kinematics, machine vision, natural language, recommendation systems, robotics, sentiment analysis, simulation, stock market prediction |
| Notes |
International conference proceedings |
|
Includes index |
|
Online resource; title from digital title page (viewed on July 16, 2021) |
| Subject |
Neural networks (Computer science) -- Congresses
|
|
Neural networks (Computer science)
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
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Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Iliadis, Lazaros S., editor.
|
|
MacIntyre, J. D. (John D.), editor.
|
|
Jayne, Chrisina, editor.
|
|
Pimenidis, Elias, editor.
|
| ISBN |
9783030805685 |
|
3030805689 |
|
