Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part II

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Summary

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Product details

• Assisted by: Davi Camacho (Editor), David Camacho (Editor), Paulo Novais (Editor), Paulo Novais et al (Editor), Antonio J. Tallón-Ballesteros (Editor), Hujun Yin (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783030034955
• ISBN: 978-3-0-3003495-5
• No. of pages: 349
• Dimensions: 157 mm x 21 mm x 236 mm
• Weight: 569 g
• Illustrations: XXVI, 349 p. 96 illus., 62 illus. in color.
• Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI; Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Künstliche Intelligenz, Computerhardware, Data Mining, Artificial Intelligence, angewandte informatik, Natürliche Sprachen und maschinelle Übersetzung, Wissensbasierte Systeme, Expertensysteme, computer science, User Interfaces, Computer Applications, Computer and Information Systems Applications, Application software, Data Mining and Knowledge Discovery, Information technology: general issues, Computer Engineering and Networks, Computer Systems Organization and Communication Networks, Computer organization, Expert systems / knowledge-based systems, Natural language & machine translation, Natural Language Processing (NLP), Natural language processing (Computer science), Computer networking & communications, Support Vector Machines (SVM), telecommunication networks