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Intelligent Data Engineering and Automated Learning - IDEAL 2022 [electronic resource] : 23rd International Conference, IDEAL 2022, Manchester, UK, November 24-26, 2022, Proceedings / edited by Hujun Yin, David Camacho, Peter Tino.

Contributor(s): Yin, Hujun [editor.] | Camacho, David [editor.] | Tino, Peter [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13756Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: XVII, 551 p. 171 illus., 149 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031217531.Subject(s): Data mining | Database management | Application software | Computer networks  | Artificial intelligence | Data Mining and Knowledge Discovery | Database Management | Computer and Information Systems Applications | Computer Communication Networks | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.312 Online resources: Click here to access online
Contents:
Big Data Analytics -- Machine Learning & Deep Learning -- Data Mining -- Information Retrieval and Management -- Bio- and Neuro-Informatics -- Bio-Inspired Models (including Neural Networks, Evolutionary Computation and Swarm Intelligence) -- Agents and Hybrid Intelligent Systems -- Real-world Applications of Intelligent Techniques and AI.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 23rd International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2022, which took place in Manchester, UK, during November 24-26, 2022. The 52 full papers included in this book were carefully reviewed and selected from 79 submissions. They deal with emerging and challenging topics in intelligent data analytics and associated machine learning paradigms and systems. Special sessions were held on clustering for interpretable machine learning; machine learning towards smarter multimodal systems; and computational intelligence for computer vision and image processing.
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Big Data Analytics -- Machine Learning & Deep Learning -- Data Mining -- Information Retrieval and Management -- Bio- and Neuro-Informatics -- Bio-Inspired Models (including Neural Networks, Evolutionary Computation and Swarm Intelligence) -- Agents and Hybrid Intelligent Systems -- Real-world Applications of Intelligent Techniques and AI.

This book constitutes the refereed proceedings of the 23rd International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2022, which took place in Manchester, UK, during November 24-26, 2022. The 52 full papers included in this book were carefully reviewed and selected from 79 submissions. They deal with emerging and challenging topics in intelligent data analytics and associated machine learning paradigms and systems. Special sessions were held on clustering for interpretable machine learning; machine learning towards smarter multimodal systems; and computational intelligence for computer vision and image processing.

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