Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

This book gathers the proceedings of the 20th International Conference on Advanced Computer Systems 2016, held in Międzyzdroje (Poland) on October 19–21, 2016. Addressing topics that include artificial intelligence (AI), software technologies, multimedia

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Shin-ya Kobayashi Andrzej Piegat Jerzy Pejaś Imed El Fray Janusz Kacprzyk Editors

Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

Advances in Intelligent Systems and Computing Volume 534

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, 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

Shin-ya Kobayashi Andrzej Piegat Jerzy Pejaś Imed El Fray Janusz Kacprzyk •



Editors

Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

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Editors Shin-ya Kobayashi Graduate School of Science and Engineering Ehime University Ehime Japan

Imed El Fray West Pomeranian University of Technology in Szczecin Szczecin Poland

Andrzej Piegat West Pomeranian University of Technology in Szczecin Szczecin Poland

Janusz Kacprzyk Polish Academy of Sciences Systems Research Institute Warsaw Poland

Jerzy Pejaś West Pomeranian University of Technology in Szczecin Szczecin Poland

ISSN 2194-5357 ISSN 2194-