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  • RECENT ADVANCES in KNOWLEDGE ENGINEERING and

    SYSTEMS SCIENCE

    Proceedings of the 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13)

    Proceedings of the 12th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS '13)

    Cambridge, UK February 20-22, 2013

    Recent Advances in Computer Engineering Series | 10 ISSN: 1790-5109

    ISBN: 978-1-61804-162-3

  • RECENT ADVANCES in KNOWLEDGE ENGINEERING and SYSTEMS SCIENCE Proceedings of the 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13) Proceedings of the 12th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS '13) Cambridge, UK February 20-22, 2013 Published by WSEAS Press www.wseas.org Copyright 2013, by WSEAS Press All the copyright of the present book belongs to the World Scientific and Engineering Academy and Society Press. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the Editor of World Scientific and Engineering Academy and Society Press. All papers of the present volume were peer reviewed by no less that two independent reviewers. Acceptance was granted when both reviewers' recommendations were positive. See also: http://www.worldses.org/review/index.html

    ISSN: 1790-5109 ISBN: 978-1-61804-162-3

    http://www.wseas.org/

  • RECENT ADVANCES in KNOWLEDGE ENGINEERING and

    SYSTEMS SCIENCE

    Proceedings of the 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13)

    Proceedings of the 12th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS '13)

    Cambridge, UK February 20-22, 2013

  • Editors: Prof. Zengshi Chen, Lufkin Industries, TX, USA. Prof. Emmanuel Lopez-Neri, Universidad del Valle de Mxico, Mexico. Reviewers: Kevin Kam Fung Yuen Hime Aguiar Alejandro Fuentes-Penna Yulung Wu Ankit Patel Satish Kumar Duraiswamy Hanmin Jung Hung-Jen Yang Onintra Poobrasert Claudia-Georgeta Carstea Constantino Martins Ioana Adrian Mihaela Muntean Daniela Litan George Mavrommatis Panagiotis Gioannis Mohammad D. Al-Tahat Sorinel Oprisan Giovanni Aiello Md Jakir Hossen Noraida Haji Ali Valentina E. Balas Anel Tanovic Maulahikmah Galinium Eleazar Jimenez Serrano Balakrishnan Venkatalakshmi Konstantin Volkov Aw Yoke Cheng Armin Najarpour Foroushani Jos Metrlho Montri Phothisonothai Payam Porkar Yang Zhang Julin Pucheta Kyunghee Lee Jainshing Wu Santoso Wibowo Kamran Raza Manuela Panoiu Carlos Manuel Travieso-Gonzlez Chirita Mioara Vehbi Neziri Chenwen Zheng Eustache Muteba Ayumba Jyoti Mahajan Kannan K Liana Anica-Popa Lukas Kouril Mohammad Firoj Mithani Edy Portmann Mihai Timis,Mihai Tiberiu Socaciu Jianqinag Gao

    Ljubomir Lazic Abdel-Badeeh Salem Matteo Palai Gabriela Mircea K. K. Mishra Maria Wenisch Aamir Saeed Malik Pavel Varacha Paresh Rathod Petr Hajek Agoujil Said Ayman Batisha Josip Music Gabriel Badescu Jussi Koskinen Seong Baeg Kim Priyadarshan Dhabe Ivan Pogarcic Kandarpa Kumar Sarma Champion Wijaya Nikos Loukeris Constantin Popescu lvaro Santos Mueen Uddin Awan Roumiana Kountcheva Saad Alharbi Elena Bautu Eleonora Catsigeras Vasile Paul Bresfelean Avijit Maji Rocco Furferi Yong Kheng Goh Shaikh Abdul Hannan Yu Zhang Klimis Ntalianis Carlos Gonzalez Saeed Saqib

  • Preface This year the 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13) and the 12th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS '13) were held in Cambridge, UK, February 20-22, 2013. The conferences provided a platform to discuss artificial intelligence, knowledge engineering and data bases, software engineering, PDS' architectures, PDS' software, PDS' algorithms and applications, other issues on PDS' and software engineering, algorithms etc with participants from all over the world, both from academia and from industry.

    Their success is reflected in the papers received, with participants coming from several countries, allowing a real multinational multicultural exchange of experiences and ideas.

    The accepted papers of these conferences are published in this Book that will be sent to international indexes. They will be also available in the E-Library of the WSEAS. Extended versions of the best papers will be promoted to many Journals for further evaluation.

    Conferences such as these can only succeed as a team effort, so the Editors want to thank the International Scientific Committee and the Reviewers for their excellent work in reviewing the papers as well as their invaluable input and advice.

    The Editors

  • Table of Contents

    Plenary Lecture 1: Socio-Cultural Evolution via Neighborhood-Restructuring in Intricate Multi-Layered Networks

    10

    Mostafa Z. Ali Plenary Lecture 2: Web Usage Mining and E-learning 11Imre J. Rudas and Peter Toth Plenary Lecture 3: Cuckoo Search Optimization Metaheuristic Adjustment 13Milan Tuba Plenary Lecture 4: Lexical Knowledge Representation 14Velislava Stoykova Plenary Lecture 5: Task Tree Executor: Evolution and Experience 15Miroslav Popovic Plenary Lecture 6: Ontological Services Level Agreement (SLA) Model and Its Application in Cloud Computing Environment

    16

    Rusli Abdullah Methodological Considerations in Building Business Ontologies for Decision Support 17Sabina-Cristiana Necula A Quantum Approach to AI 22Swapnil Shah Automated Entropy Value Frequency (AEVF) Algorithm for Outlier Detection in Categorical Data

    28

    Usman Qamar Information Model for the Impact of English Language on Croatian Language for the Year 2022 32Vinko Vidui, Tanja Brean Information Model of Enrolment Rates for Translation Studies Curriculum at University of Split and Zadar from 2012 to 2017

    38

    Marijana Alujevi Juki, Antonela Pivac, Vinko Vidui The Concealed Motif: Analysis and Identification 44Michele Della Ventura A Novel Spatial Decision Support System for Improving Animal Production 49Hesham Ahmed Hassan, Hazem El-Bakry, Hamada Gaber Abd Allah A Model for a Multiresolution Time Series Database System 55A. Llus-Serra, T. Escobet-Canal, S. Vila-Marta Solving Structural Engineering Optimization Problems with an Amalgam Social Cultural Algorithms

    61

    Mostafa Z. Ali, Noor H. Awad, Robert G. Reynolds

    Recent Advances in Knowledge Engineering and Systems Science

    ISBN: 978-1-61804-162-3 7

  • Niching Cultural Algorithm for Continuous Engineering Optimization 67Noor H. Awad, Mostafa Z. Ali A Feature Selection Strategy for the Relevance Vector Machine 73Armin Shmilovici, David Ben-Shimon Mathematical Meta-Model for HIV - From Cell to Society 79Aboubekeur Hamdi-Cherif A Conceptual Schema of the System Dynamics Casual Loop Diagram 86Putsadee Pornphol, Suphamit Chittayasothorn Development of FO2L A First-Order Logic Language 92Chafia Kara-Mohamed, Aboubekeur Hamdi-Cherif Hu Moments Based Handwritten Digits Recognition Algorithm 98Snezana Zekovich, Milan Tuba The Influence of Self-Organization on Reducing Complexity in Dynamic Complex Environments 104Vesna Sesum-Cavic, Milan Tuba, Sinisa Rankov Face Detection Algorithm Based on Skin Detection and Invariant Moments 110Romana Capor Hrosik, Milan Tuba, Mirjana Vukovic Revision through Belief Merging under Constraints 116Pilar Pozos-Parra, Oscar Chavez-Bosquez, Jianbing Ma Reactive Power Losses Allocation in Deregulated Power System by Using Artificial Bees Colony Algorithm

    123

    Abdul Rahman Minhat, Mohd Wazir Mustafa, Ismail Musirin Incremental Mixed Variable Ant Colony Optimization for Feature Subset Selection and Model Selection

    131

    Hiba Basim Al-Dulaimi, Ku Ruhana Ku-Mahamud Optimal Operation of Thermal Electric Power Production System without Transmission Losses: An Alternative Solution using Artificial Neural Networks based on External Penalty Functions

    137

    G. J. Tsekouras, F. D. Kanellos, C. D.Tsirekis, N. E. Mastorakis Cuckoo Search Optimization Metaheuristic Adjustment 144Milan Tuba Artificial Immune System Algorithm Framework for Bound-Constraint Numerical Problems 150Nebojsa Bacanin, Milan Tuba Training Feed-Forward Neural Networks Using Firefly Algorithm 156Ivona Brajevic, Milan Tuba Social Media Video Collection Summarization based on Social Graph User Interactions 162Klimis Ntalianis, Nikos Mastorakis, Anastasios Doulamis, Petros Tomaras Decomposition and Modeling of a Metro System 168Anthony Spiteri Staines

    Recent Advances in Knowledge Engineering and Systems Science

    ISBN: 978-1-61804-162-3 8

  • An Erlang Based Task Tree Executor Architecture 173Miroslav Popovic, Nenad Cetic Contextual Transition System for Ambient Calculus 179Shoichi Yamazaki, Masaki Murakami A Survey on Methods to Defend against DDoS Attack in Cloud Computing 185Sara Farahmandian, Mazdak Zamani, Ahad Akbarabadi, Joobin Moghimi Zadeh, Seyed Mostafa Mirhosseini, Sepideh Farahmandian An Overview on Methods to Detect Port Scanning Attacks in Cloud Computing 191Ahad Akbarabadi, Mazdak Zamani, Sarah Farahmandian, Joobin Moghimi Zadeh, Seyed Mostafa Mirhosseini Methodology and Supporting Toolset Advancing Embedded Systems Quality 197M. Berger, J. Soler, L. Brewka, M. Tsagkaropoulos, Y. Leclerc, C. Olma Virtual Prototyping of Multimedia Applications under SocLib 203Fatma Abbes, Afef Mefteh, Nader Ben Amor A Model of Managing Knowledge for Software Maintenance As a Service (SMaaS) in a Private Cloud Computin

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