Proceedings of the Ninth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017)

This book presents 18 carefully selected papers from the ninth edition of the International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017), which was held in Marrakesh, Morocco from December 11 to 13, 2017. A premier conference in the

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Ajith Abraham · Abdelkrim Haqiq  Azah Kamilah Muda · Niketa Gandhi Editors

Proceedings of the Ninth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017)

Advances in Intelligent Systems and Computing Volume 737

Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected]

About this Series The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing. The publications within “Advances in Intelligent Systems and Computing” are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results.

Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India e-mail: [email protected] Members Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cuba e-mail: [email protected] Emilio S. Corchado, University of Salamanca, Salamanca, Spain e-mail: [email protected] Hani Hagras, University of Essex, Colchester, UK e-mail: [email protected] László T. Kóczy, Széchenyi István University, Győr, Hungary e-mail: [email protected] Vladik Kreinovich, University of Texas at El Paso, El Paso, USA e-mail: [email protected] Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwan e-mail: [email protected] Jie Lu, University of Technology, Sydney, Australia e-mail: [email protected] Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico e-mail: [email protected] Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazil e-mail: [email protected] Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Poland e-mail: [email protected] Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong e-mail: [email protected]

More information about this series at http://www.springer.com/series/11156

Ajith Abraham Abdelkrim Haqiq Azah Kamilah Muda Niketa Gandhi •



Editors

Proceedings of the Ninth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017)

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Editors Ajith Abraham Machine Intelligence Research Labs Auburn, WA USA Abdelkrim Haqiq Faculty of Sciences and Techniques Hassan 1st University Settat Morocco

Azah Kamilah Muda Faculty of Information and Communication Technology Universiti Teknikal Malaysia Melaka Durian Tunggal, Melaka Malaysia Niketa Gandhi Machine Intelligence Research Labs Auburn, WA USA

ISSN 2194-5357 ISSN 2194-5365 (electronic) Advanc