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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Technik Maschinenbau, Fertigungstechnik

• Plný název: Proceedings of the 22nd Engineering Applications of Neural Networks Conference
• Autor: Elias Pimenidis, Chrisina Jayne, John Macintyre
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 521
• EAN: 9783030805678
• ISBN: 3030805670
• ID: 36611739
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 860 g
• Rozměry: 235 × 155 × 31 mm
• Datum vydání: 01. July 2021

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