Artificial Intelligence Applications in Information and Communication Technologies (Ứng dụng AI trong CNTT và truyền thông) - Yacine Laalaoui
Sách tập hợp các nghiên cứu về ứng dụng trí tuệ nhân tạo trong công nghệ thông tin và truyền thông, bao gồm các chủ đề tìm kiếm, tối ưu hóa và học máy.
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Studies in Computational Intelligence 607 Yacine Laalaoui Nizar Bouguila Editors Artificial Intelligence Applications in Information and Communication Technologies Studies in Computational Intelligence Volume 607 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: kacprzyk@ibspan.waw.pl About this Series The series “Studies in Computational Intelligence” (SCI) publishes new developments and advances in the various areas of computational intelligence—quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the worldwide distribution, which enable both wide and rapid dissemination of research output. More information about this series at http://www.springer.com/series/7092 Yacine Laalaoui Nizar Bouguila Editors Artificial Intelligence Applications in Information and Communication Technologies 123 Editors Yacine Laalaoui Taif University Taif Saudi Arabia Nizar Bouguila Faculty of Engineering and Computer Science Concordia Institute for Information Systems Engineering, Concordia University Montreal, QC Canada ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN 978-3-319-19832-3 ISBN 978-3-319-19833-0 (eBook) DOI 10.1007/978-3-319-19833-0 Library of Congress Control Number: 2015942218 Springer Cham Heidelberg New York Dordrecht London © Springer International Pu
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- Dokumentenname
- Artificial Intelligence Applications in Information and Communication Technologies (Ứng dụng AI trong CNTT và truyền thông) - Yacine Laalaoui
- Inhalt
- Cuốn sách tập trung vào các ứng dụng thực tế của Trí tuệ Nhân tạo trong Công nghệ Thông tin và Truyền thông, bao gồm các phương pháp tối ưu hóa và học máy. Các chương trình bày cách AI giải quyết các vấn đề như lập lịch, truy xuất thông tin, và quản lý hệ thống.
- Inhaltsverzeichnis
- Part I
- Search and Optimization
- A Metaheuristic for Optimizing the Performance and the Fairness in Job Scheduling Systems . . . . . . . . . . . . . . . . . . . . Dalibor Klusáček and Hana Rudová
- 3
- Hybrid ACO and Tabu Search for Large Scale Information Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Yassine Drias and Samir Kechid
- 31
- Hosting Clients in Clustered and Virtualized Environment: A Combinatorial Optimization Approach . . . . . . . . . . . . . . . . . . . . Yacine Laalaoui, Jehad Al-Omari and Hedi Mhalla
- 51
- Part II
- Machine Learning
- On the Application of Artificial Intelligence Techniques to Create Network Intelligence . . . . . . . . . . . .
- Seiten
- 216 Seiten
- Hochgeladen von
- Giang Le
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