advances in intelligent systems and computing 189

Advances in Intelligent Systemsand Computing 189

Editor-in-Chief

Prof. Janusz KacprzykSystems Research InstitutePolish Academy of Sciencesul. Newelska 601-447 WarsawPolandE-mail: [email protected]

For further volumes:http://www.springer.com/series/11156

Álvaro Herrero, Václav Snášel, Ajith Abraham,Ivan Zelinka, Bruno Baruque, Héctor Quintián,José Luis Calvo, Javier Sedano,and Emilio Corchado (Eds.)

International Joint ConferenceCISIS’12ICEUTE’12SOCO’12 Special Sessions

ABC

Editors

Álvaro HerreroDepartment of Civil EngineeringUniversity of BurgosBurgosSpain

Václav SnášelVŠB-TU OstravaOstravaCzech Republic

Ajith AbrahamMachine Intelligence Research Labs(MIR Labs)Scientific Network for Innovationand Research ExcellenceAuburn, WashingtonUSA

Ivan ZelinkaVŠB-TU OstravaOstravaCzech Republic

Bruno BaruqueDepartment of Civil EngineeringUniversity of BurgosBurgosSpain

Héctor QuintiánUniversidad de SalamancaSalamancaSpain

José Luis CalvoUniversity of CoruñaFerrol, A CoruñaSpain

Javier SedanoInstituto Tecnológico de Castilla y LeónLopez Bravo 70, Pol. Ind. VillalonquéjarBurgosSpain

Emilio CorchadoUniversidad de SalamancaSalamancaSpain

ISSN 2194-5357 e-ISSN 2194-5365ISBN 978-3-642-33017-9 e-ISBN 978-3-642-33018-6DOI 10.1007/978-3-642-33018-6Springer Heidelberg New York Dordrecht London

Library of Congress Control Number: 2012945518

c© Springer-Verlag Berlin Heidelberg 2013This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broad-casting, reproduction on microfilms or in any other physical way, and transmission or information storageand retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now knownor hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviewsor scholarly analysis or material supplied specifically for the purpose of being entered and executed on acomputer system, for exclusive use by the purchaser of the work. Duplication of this publication or partsthereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its cur-rent version, and permission for use must always be obtained from Springer. Permissions for use may beobtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution underthe respective Copyright Law.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.While the advice and information in this book are believed to be true and accurate at the date of publication,neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors oromissions that may be made. The publisher makes no warranty, express or implied, with respect to the materialcontained herein.

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Preface

This volume of Advances in Intelligent and Soft Computing contains accepted paperspresented at CISIS 2012 and ICEUTE 2012, both conferences held in the beautiful andhistoric city of Ostrava (Czech Republic), in September 2012.

CISIS aims to offer a meeting opportunity for academic and industry-related re-searchers belonging to the various, vast communities of Computational Intelligence,Information Security, and Data Mining. The need for intelligent, flexible behaviourby large, complex systems, especially in mission-critical domains, is intended to be thecatalyst and the aggregation stimulus for the overall event.

After a through peer-review process, the CISIS 2012 International Program Commit-tee selected 30 papers which are published in these conference proceedings achievingan acceptance rate of 40%.

In the case of ICEUTE 2012, the International Program Committee selected 4 paperswhich are published in these conference proceedings.

The selection of papers was extremely rigorous in order to maintain the high qualityof the conference and we would like to thank the members of the Program Committeesfor their hard work in the reviewing process. This is a crucial process to the creationof a high standard conference and the CISIS and ICEUTE conferences would not existwithout their help.

CISIS 2012 and ICEUTE 2012 enjoyed outstanding keynote speeches by distin-guished guest speakers: Prof. Ponnuthurai Nagaratnam Suganthan, Prof. Jeng-ShyangPan, Prof. Marios M. Polycarpou, Prof. Fanny Klett and Mr. Milan Kladnicek.

For this special edition, as a follow-up of the conference, we anticipate further publi-cation of selected papers in a special issue of the prestigious Logic Journal of the IGPLPublished by Oxford Journals.

Particular thanks go as well to the Conference main Sponsors, IT4Innovations,VSB-Technical University of Ostrava, IEEE.- Systems, Man and Cybernetics SocietyCzechoSlovakia, IEEE.- Systems, Man and Cybernetics Society Spain, MIR labs, Span-ish Association for Artificial Intelligence and IFCOLOG.

VI Preface

We would like to thank all the special session organizers, contributing authors, aswell as the members of the Program Committees and the Local Organizing Committeefor their hard and highly valuable work. Their work has helped to contribute to thesuccess of the CISIS 2012 and ICEUTE 2012 events.

September, 2012 Alvaro HerreroVaclav Snasel

Ajith AbrahamIvan Zelinka

Bruno BaruqueHector QuintianJose Luis Calvo

Javier SedanoEmilio Corchado

CISIS 2012

Organization

General Chair

Emilio Corchado University of Salamanca, Spain

International Advisory Committee

Ajith Abraham Machine Intelligence Research Labs - MIR Labs,Europe

Antonio Bahamonde President of the Spanish Association for ArtificialIntelligence, AEPIA

Michael Gabbay Kings College London, UK

Program Committee Chair

Alvaro Herrero University of Burgos, SpainVaclav Snasel VSB-Technical University of Ostrava,

Czech RepublicAjith Abraham VSB-Technical University of Ostrava,

Czech RepublicIvan Zelinka VSB-Technical University, Ostrava,

Czech RepublicEmilio Corchado University of Salamanca, Spain

Program Committee

Alain Lamadrid Vallina Department of High Education, CubaAlberto Peinado Domınguez University of Malaga, SpainAlessandro Zanassi Bocconi University, ItalyAmparo Fuster Sabater CSIC, SpainAna Isabel Gonzalez-Tablas Carlos III of Madrid University, SpainAndre CPLF de Carvalho University of Sao Paulo, BrazilAndres Correal Cuervo University of Boyaca, ColombiaAngel Arroyo University of Burgos, Spain

VIII CISIS 2012

Angel Grediaga Olivo University of Alicante, SpainAngel Martın del Rey Univsersity of Salamanca, SpainAngela I. Barbero Dıez University of Valladolid, SpainAntoni Bosch Pujol Autonomous University of Barcelona, SpainAntonino Santos de Riego University of La Coruna, SpainAntonio J. Tomeu Hardasmal University of Cadiz, SpainAntonio Mana Gomez University of Malaga, SpainAntonio Zamora Gomez University of Alicante, SpainAraceli Queiruga Dios Univsersity of Salamanca, SpainArturo Ribagorda Garnacho Carlos III of Madrid University, SpainBelen Vaquerizo University of Burgos, SpainBenjamın Ramos Alvarez Carlos III of Madrid University, SpainBernardete Ribeiro University of Coimbra, PortugalBorja Sanz Urquijo University of Deusto, SpainBruno Baruque University of Burgos, SpainCandelaria Hernandez Goya University of La Laguna, SpainCarlos Laorden University of Deusto, SpainCarlos Marcelo Martınez

Cagnazzo University of La Republica, UruguayCarlos Munuera Gomez University of Valladolid, SpainCarlos Pereira Universidade de Coimbra, PortugalCesar Hervas-Martınez University of Cordoba, SpainChelo Malagon Poyato CSIC, SpainClaudio Jorge Felizia University of Buenos Aires, ArgentinaConstantino Malagon Luque University Antonio de Nebrija, SpainCristina Alcaraz Tello University of Malaga, SpainDaniel Sadornil Renedo University of Cantabria, SpainDanilo Pastor Ramırez Politechnic High School of Chimborazo, EcuadorDario Forte University of Milano Crema, ItalyDavid Garcıa Rosado University of Castilla la Mancha, SpainDavide Anguita University of Genova, ItalyDavide Leoncini University of Genova, ItalyDebasis Giri Haldia Institute of Technology, IndiaDiego Avila Pesantez Higher Polytechnic School of Chimborazo,

EcuadorDomingo Gomez Perez University of Cantabria, SpainEdgar Martınez Moro University of Valladolid, SpainEduardo Carozo Blumsztein University of Montevideo, UruguayEduardo Fernandez-Medina

Paton University of Castilla la Mancha, SpainEdwin Mamani Zeballos Military School of Engineering, BoliviaEnrico Appiani Elsag Datamat, ItalyEnrique Daltabuit National Autonomous of Mexico University,

MexicoEnrique De la Hoz University of Alcala, Spain

CISIS 2012 IX

Enrique Gonzalez Jimenez Autonomous University of Madrid, SpainEva Volna University of Ostrava, Czech RepublicFabian Velasquez Clavijo University of los Llanos, ColombiaFausto Montoya Vitini Institute of Applied Physics, CSIC, SpainFederico Garcıa Crespı Miguel Hernandez University, SpainFelipe Andres Corredor

Chavarro University of los Llanos, ColombiaFernando Piera Gomez Computer Technicians Association, ATI, SpainFernando Tricas Garcıa University of Zaragoza, SpainFilip Merhaut Getmore s.r.o.Francisco Fernandez-Navarro University of Cordoba, SpainFrancisco Herrera University of Granada, SpainFrancisco Jose Navarro Rıos University of Granada, SpainFrancisco Plaza University of Salamanca, SpainFrancisco Rodrıguez Henrıquez CINVESTAV IPN, MexicoFrancisco Valera Pintor Carlos III of Madrid University, SpainGabriel Dıaz Orueta UNED, SpainGabriel Lopez Millan University of Murcia, SpainGerald Schaefer Loughborough University, UKGerardo Rodrıguez Sanchez University of Salamanca, SpainGonzalo Alvarez Maranon CSIC, SpainGonzalo Martınez Ginesta Alfonso X University, SpainGuillermo Morales-Luna CINVESTAV, MexicoGustavo Adolfo Isaza Echeverry University of Caldas, ColombiaHector Alaiz University of Leon, SpainHector Quintian University of Salamanca, SpainHugo Pagola University of Buenos Aires, ArgentinaHujun Yin University of Manchester, UKIgnacio Arenaza University of Mondragon, SpainIgnacio Luengo Velasco Complutense de Madrid University, SpainIgor Santos Grueiro University of Deusto, SpainIsaac Agudo Ruiz University of Malaga, SpainIvonne Valeria Munoz Torres ITESM, MexicoJanusz Kacprzyk Systems Research Institute Polish Academy

of Sciences, PolandJavier Areitio Bertolın University of Deusto, SpainJavier Carbo Rubiera Carlos III of Madrid University, SpainJavier Fernando Castano Forero University of los Llanos, ColombiaJavier Nieves Acedo University of Deusto, SpainJavier Sanchez-Monedero University of Cordoba, SpainJavier Sedano Instituto tecnologico de Castilla y Leon, SpainJesus Esteban Dıaz Verdejo University of Granada, SpainJesus Marıa Minguet Melian UNED, SpainJirı Dvorsky VSB-Technical University of Ostrava,

Czech Republic

X CISIS 2012

Joan Borrel Viader Autonomous University of Barcelona, SpainJoan-Josep Climent University of Alicante, SpainJoaquın Garcıa-Alfaro Carleton University, CanadaJordi Herrera Joancomarti Autonomous University of Barcelona, SpainJorge Diez Pelaez University of Oviedo, SpainJorge Eduardo Sznek Nacional del Comahue University, ArgentinaJorge Lopez Hernandez-Ardieta Carlos III of Madrid University, SpainJorge Ramio Aguirre Universidad Politecnica de Madrid, SpainJose A. Onieva University of Malaga, SpainJose Angel Domınguez Perez University of Salamanca, SpainJose Antonio Montenegro

Montes University of Malaga, SpainJose Antonio. Onieva University of Malaga, SpainJose Daniel Britos National University of Corboda, ArgentinaJose de Jesus Angel Angel CINVESTAV IPN, MexicoJose Esteban Saavedra Lopez University of Oruro, BoliviaJose Francisco Martınez INAOE, MexicoJose Francisco Vicent Frances University of Alicante, SpainJose L. Salmeron Pablo Olavide University, SpainJose Luis Calvo University of A Coruna, SpainJose Luis Ferrer Gomila University of Islas Baleares, SpainJose Luis Imana Complutense de Madrid University, SpainJose Luis Rivas Lopez University of Vigo, SpainJose Luis Salazar Riano University of Zaragoza, SpainJose Manuel Benitez University of Granada, SpainJose Manuel Molina Carlos III of Madrid University, SpainJose Marıa Gomez Hidalgo Optenet, SpainJosep Conde Colom Lleida University, SpainJosep Rifa Coma Autonomous University of Barcelona, SpainJouni Lampinen University of Vaasa, FinlandJuan A. Munoz University of Almerıa, SpainJuan C. Fernandez University of Cordoba, SpainJuan Guillermo Lalinde-Pulido EAFIT University, ColombiaJuan Jesus Barbaran Sanchez University of Granada, SpainJuan Jose del Coz Velasco University of Oviedo, SpainJuan Jose Ortega Daza University of Malaga, SpainJuan Manuel Corchado University of Salamanca, SpainJuan Manuel Garcıa Garcıa Morelia Technologic Institute, MexicoJuan Manuel Gonzalez Nieto Queensland University of Technologic, AustraliaJuan Pedro Hecht University of Buenos Aires, ArgentinaJuan Tapiador University of York, UKJuan Tena Ayuso University of Valladolid, SpainJudith Redi Delft University of Technology, The NetherlandsJuha Karhunen Helsinki University of Technology, FinlandJulio Cesar Hernandez Castro University of Portsmouth, UK

CISIS 2012 XI

Leandro Tortosa Grau University of Alicante, SpainLeocadio Gonzalez University of Almerıa, SpainLeocadio Gonzalez University of Almerıa, SpainLeticia Curiel University of Burgos, SpainLıdice Romero Amondaray Oriente University, CubaLlorenc Huguet Rotguer University of Islas Baleares, SpainLorenzo M. Martınez Bravo University of Extremadura, SpainLuis Alberto Pazmino Proano Catolica del Ecuador Pontificial University,

EcuadorLuis Eduardo Melendez Campis Tecnologico Comfenalco University Foundation,

ColombiaLuis Enrique Sanchez Crespo University of Castilla la Mancha, SpainLuis Hernandez Encinas CSIC, SpainMa Magdalena Payeras Capella University of Balearic Islands, SpainMacia Mut Puigserver University of Balearic Islands, SpainManuel Angel Serrano Martın University of Castilla la Mancha, SpainManuel Grana University of Pais Vasco, SpainManuel Jacinto Martınez Ibermatica, SpainManuel Mollar Villanueva Jaume I University, SpainMarcia Mut Puigserver University of Islas Baleares, SpainMarcos Gestal Pose University of La Coruna, SpainMarıa Victoria Lopez Lopez Complutense de Madrid University, SpainMariemma I. Yague del Valle University of Malaga, SpainMario Andres del Riego University of la Republica, UruguayMario Farias-Elinos La Salle University, MexicoMario Gerardo Piattini Velthuis University of Castilla la Mancha, SpainMario Mastriani GIIT-ANSES, ArgentinaMauricio Ochoa Echeverrıa University of Boyaca, ColombiaMiguel Angel Borges Trenard University of Oriente, CubaMilos Kudelka VSB-Technical University of Ostrava,

Czech RepublicNicolas C.A. Antezana Abarca San Pablo Catholic University, PeruOplatkova Oplatkova VSB-Technical University of Ostrava,

Czech RepublicOscar Agudelo Rojas National University of Colombia, ColombiaOscar Canovas Reverte University of Murcia, SpainOscar Luaces University of Oviedo, SpainPaolo Gastaldo University of Genova, ItalyPaul Mantilla Catolica del Ecuador Pontificial University,

EcuadorPavel Kromer VSB-Technical University of Ostrava,

Czech RepublicPedro A. Gutierrez University of Cordoba, SpainPedro Pablo Pinacho Davidson University of Santiago de Chile, ChilePeter Roberts UCINF University, Chile

XII CISIS 2012

Petro Gopych V.N. Karazin Kharkiv National University, UkrainePino Caballero Gil University of La Laguna, SpainRafael Alvarez University of Alicante, SpainRafael Calzada Pradas Carlos III of Madrid University, SpainRafael Corchuelo University of Sevilla, SpainRafael Martınez Gasca University of Sevilla, SpainRamon Rizo Aldeguer University of Alicante, SpainRamon Torres Rojas Marta Abreu de Las Villas Central University, CubaRaquel Redondo University of Burgos, SpainRaul Duran Dıaz University of Alcala, SpainReinaldo Nicolas Mayol Arnao University of Los Andes, VenezuelaRicardo Contreras Arriagada University of Concepcion, ChileRicardo Llamosa-Villalba Industrial University of Santander, ColombiaRichard Duro University of La Coruna, SpainRoberto Gomez Cardenas ITESM, MexicoRoberto Hiribarne Guedes Marta Abreu de Las Villas Central University, CubaRoberto Uribeetxeberria University of Mondragon, SpainRodolfo Zunino University of Genova, ItalyRodrigo Adolfo Cofre Loyola Catolica del Maule University, ChileRoman Jasek Tomas Bata University in Zlin, Czech RepublicRoman Senkerik Tomas Bata University in Zlin, Czech RepublicRosanna Costaguta National University of Santiago del Estero,

ArgentinaRosaura Palma Orozco CINVESTAV IPN, MexicoRuben Vazquez Medina National Polytechnic Institute, MexicoSalvador Alcaraz Carrasco Miguel Hernandez University, SpainSantiago Martın Acurio Del Pino Catolica del Ecuador Pontificial University,

EcuadorSeema Verma Banasthali University, IndiaSergi Robles Martınez Autonomous University of Barcelona, SpainSergio Bravo Silva University of Bıo Bıo, ChileSergio Decherchi University of Genova, ItalySergio Pozo Hidalgo University of Sevilla, SpainSorin Stratulat University Paul Verlaine - Metz, FranceTomas Jımenez Garcıa University of Murcia, SpainTzai-Der Wang Cheng Shiu University, TaiwanUrko Zurutuza Ortega University of Mondragon, SpainValentina Casola University of Naples Federico II, ItalyVincenzo Mendillo Central University of Venezuela, VenezuelaVladimir Cobarrubias Llanten University of Chile, ChileWei Wang University of Luxembourg, LuxembourgWenjian Luo University of Science and Technology of China,

ChinaWilfred Torres Moya Andres Bello Catholic University, VenezuelaWiltord Pedrycz University of Alberta, Canada

CISIS 2012 XIII

Xiangliang Zhang King Abdullah Univ. of Science and Technology,Saudi Arabia

Xiuzhen Chen ParisTech, FranceZuzana Oplatkova Tomas Bata University in Zlin, Czech Republic

Special Sessions

Intelligent Network Security and Survivability

Andrzej Kasprzak Wroclaw University of Technology, PolandKrzysztof Walkowiak Wroclaw University of Technology, PolandLeszek Koszałka Wroclaw University of Technology, PolandMichał Wozniak Wroclaw University of Technology, PolandBartosz Krawczyk Wroclaw University of Technology, PolandBartosz Kurlej Wroclaw University of Technology, PolandJacek Rak Gdansk University of Technology, PolandMarcin Zmyslony Wroclaw University of Technology, PolandMariusz Koziol Wroclaw University of Technology, PolandMichal Choras University of Technology and Life Sciences,

PolandMichal Kucharzak Wroclaw University of Technology, PolandMiroslaw Klinkowski National Institute of Telecommunications, PolandRobert Burduk Wroclaw University of Technology, PolandTeresa Gomes University of Coimbra, PortugalTomasz Kajdanowski Wroclaw University of Technology, PolandWojciech Kmiecik Wroclaw University of Technology, Poland

Text Processing Applications to Secure and Intelligent Systems

Pablo G. Bringas University of Deusto, SpainIgor Santos University of Deusto, SpainXabier Ugarte-Pedrero University of Deusto, SpainCarlos Laorden University of Deusto, SpainDavid Barroso BerruetaFelix Brezo University of Deusto, SpainIgor Ruiz-Agundez University of Deusto, SpainJose Maria Gomez Hidalgo OptenetJuan Alvaro Munoz Naranjo University of Almerıa, SpainPaolo Fosci Universita di Bergamo, ItalyPedram Hayati University of Western Australia, AustraliaSimone Mutti Universita degli Studi di Bergamo, ItalyVidyasagar Potdar University of Western Australia, Australia

XIV CISIS 2012

Organising Committee

Vaclav Snasel - Chair VSB-Technical University of Ostrava,Czech Republic, (Chair)

Jan Platos VSB-Technical University of Ostrava,Czech Republic (Co-chair)

Pavel Kromer VSB-Technical University of Ostrava,Czech Republic (Co-chair)

Katerina Kasparova VSB-Technical University of Ostrava,Czech Republic

Hussein Soori VSB-Technical University of Ostrava,Czech Republic

Petr Berek VSB-Technical University of Ostrava,Czech Republic

ICEUTE 2012

Organization


Jean-Yves Antoine Universite Francois Rabelais, FranceReinhard Baran Hamburg University of Applied Sciences, GermanyFernanda Barbosa Instituto Politecnico de Coimbra, PortugalBruno Baruque University of Burgos, SpainEmilio Corchado University of Salamanca, SpainWolfgang Gerken Hamburg University of Applied Sciences, GermanyArnaud Giacometti Universite Francois Rabelais, FranceHelga Guincho Instituto Politecnico de Coimbra, PortugalAlvaro Herrero University of Burgos, SpainPatrick Marcel Universite Francois Rabelais, FranceGabriel Michel University Paul Verlaine - Metz, FranceViorel Negru West University of Timisoara, RomaniaJose Luis Nunes Instituto Politecnico de Coimbra, PortugalSalvatore Orlando Ca’ Foscari University, ItalyVeronika Peralta Universite Francois Rabelais, FranceCarlos Pereira Instituto Politecnico de Coimbra, PortugalTeppo Saarenpaa Turku University of Applied Sciences, FinlandSorin Stratulat University Paul Verlaine - Metz, France


Vaclav Snasel VSB-Technical University of Ostrava,Czech Republic

Bruno Baruque University of Burgos, SpainAlvaro Herrero University of Burgos, SpainAjith Abraham VSB-Technical University of Ostrava,

Czech RepublicEmilio Corchado University of Salamanca, Spain

Program Committee

Agostino Cortesi Ca’ Foscari University, ItalyAna Borges Instituto Politecnico de Coimbra, PortugalAnabela de Jesus Gomes Instituto Politecnico de Coimbra, PortugalAnabela Panao Ramalho Instituto Politecnico de Coimbra, Portugal

XVI ICEUTE 2012

Angel Arroyo University of Burgos, SpainAntonio Jose Mendes University of Coimbra, PortugalArnaud Giacometti Universite Francois Rabelais, FranceBegona Prieto University of Burgos, SpainBelen Vaquerizo University of Burgos, SpainCarlos Lopez University of Burgos, SpainCarlos Pereira Instituto Politecnico de Coimbra, PortugalCesar Hervas-Martınez University of Cordoba, SpainClaudio Silvestri Ca’ Foscari University, ItalyDavid Fairen-Jimenez The University of Edinburgh, UKDominique Laurent Cergy-Pontoise University, FranceDragan Simic Novi Sad University, SerbiaElisabeth Delozanne Universite Pierre et Marie Curie Paris, FranceFernanda Barbosa Instituto Politecnico de Coimbra, PortugalFernando Lopez University of La Coruna, SpainFrancisco Duarte Instituto Politecnico de Coimbra, PortugalFrancisco Fernandez-Navarro University of Cordoba, SpainFrancisco Leite Instituto Politecnico de Coimbra, PortugalFrancois Bret Universite Francois Rabelais, FranceGabriel Michel University Paul Verlaine - Metz, FranceHector Quintian University of Salamanca, SpainHelga Guincho Instituto Politecnico de Coimbra, PortugalHujun Yin University of Manchester, UKIvan Zelinka VSB-Technical University of Ostrava,

Czech RepublicJavier Bajo Pontifical University of Salamanca, SpainJavier Barcenilla University Paul Verlaine - Metz, FranceJavier Sanchez-Monedero University of Cordoba, SpainJavier Sedano Instituto tecnologico de Castilla y Leon, SpainJean-Yves Antoine Universite Francois Rabelais, FranceJirı Dvorsky VSB-Technical University of Ostrava,

Czech RepublicJoaquın Pacheco University of Burgos, SpainJon Mikel Zabala Lund University, SwedenJorge Barbosa Instituto Politecnico de Coimbra, PortugalJose Luis Calvo University of A Coruna, SpainJose Luis Nunes Instituto Politecnico de Coimbra, PortugalJuan C. Fernandez University of Cordoba, SpainJuan Manuel Corchado University of Salamanca, SpainJuan Pavon Complutense University of Madrid, SpainKonrad Jackowski Wroclaw University of Technology, PolandLeonel Morgado University of Tras-os-Montes e Alto Douro,

PortugalLeticia Curiel University of Burgos, SpainLourdes Saiz University of Burgos, Spain

ICEUTE 2012 XVII

Marıa Jose Marcelino University of Coimbra, PortugalMichał Wozniak Wroclaw University of Technology, PolandMiguel Angel Manzanedo University of Burgos, SpainMilos Kudelka VSB-Technical University of Ostrava,

Czech RepublicNicoletta Cocco Ca’ Foscari University, ItalyNuno Ferreira Instituto Politecnico de Coimbra, PortugalPatrick Marcel Universite Francois Rabelais, FrancePavel Kromer VSB-Technical University of Ostrava,

Czech RepublicPedro A. Gutierrez University of Cordoba, SpainRafael Corchuelo University of Seville, SpainRaul Marticorena University of Burgos, SpainReinhard Baran Hamburg University of Applied Sciences, GermanyRichard Duro University of La Coruna, SpainRobin Vivian University Paul Verlaine - Metz, FranceS. Hariharan JJ College of Engineering and Technology, IndiaSalvatore Orlando Ca’ Foscari University, ItalyShanmugasundaram Hariharan Bharathiar University, IndiaSorin Stratulat University Paul Verlaine - Metz, FranceTeppo Saarenpaa Turku University of Applied Sciences, FinlandThomas Connolly University of the West of Scotland,

United KingdomVeronika Peralta Universite Francois Rabelais, FranceViorel Negru West University of Timisoara, RomaniaWolfgang Gerken Hamburg University of Applied Sciences, GermanyZdenek Tronicek Czech Technical University in Prague,

Czech Republic


Vaclav Snasel - Chair VSB-Technical University of Ostrava,Czech Republic (Chair)






SOCO 2012

Organization

General Chair

Emilio Corchado University of Salamanca, Spain


Ashraf Saad Armstrong Atlantic State University, USAAmy Neustein Linguistic Technology Systems, USAAjith Abraham Machine Intelligence Research Labs - MIR Labs,

EuropeJon G. Hall The Open University, UKPaulo Novais Universidade do Minho, PortugalAntonio Bahamonde President of the Spanish Association for Artificial

Intelligence, AEPIAMichael Gabbay Kings College London, UKIsidro Laso-Ballesteros European Commission Scientific Officer, EuropeAditya Ghose University of Wollongong, AustraliaSaeid Nahavandi Deakin University, AustraliaHenri Pierreval LIMOS UMR CNRS 6158 IFMA, France

Industrial Advisory Committee

Rajkumar Roy The EPSRC Centre for Innovative Manufacturingin Through-life Engineering Services, UK

Amy Neustein Linguistic Technology Systems, USAJaydip Sen Innovation Lab, Tata Consultancy Services Ltd.,

India


Emilio Corchado University of Salamanca, SpainVaclav Snasel VSB-Technical University of Ostrava,

Czech RepublicAjith Abraham VSB-Technical University of Ostrava,

Czech Republic

Special Sessions

Soft Computing Models for Control Theory & Applications inElectrical Engineering

Pavel Brandstetter VSB - Technical University of Ostrava,Czech Republic (Co-chair)

Emilio Corchado University of Salamanca, Spain (Co-chair)Daniela Perdukova Technical University of Kosice, Slovak RepublicJaroslav Timko Technical University of Kosice, Slovak RepublicJan Vittek University of Zilina, Slovak RepublicJaroslava Zilkova Technical University of Kosice, Slovak RepublicJiri Koziorek VSB - Technical University of Ostrava,

Czech RepublicLibor Stepanec UniControls a.s., Czech RepublicMartin Kuchar UniControls a.s., Czech RepublicMilan Zalman Slovak University of Technology, Slovak RepublicPavel Brandstetter VSB - Technical University of Ostrava,

Czech RepublicPavol Fedor Technical University of Kosice, Slovak RepublicPetr Palacky VSB - Technical University of Ostrava,

Czech RepublicStefan Kozak Slovak University of Technology, Slovak Republic

Soft Computing Models for Biomedical Signals and Data Processing

Lenka Lhotska Czech Technical University, Czech Republic(Co-chair)

Martin Macas Czech Technical University, Czech Republic(Co-chair)

Miroslav Bursa Czech Technical University, Czech Republic(Co-chair)

SOCO 2012 XXI

Chrysostomos Stylios TEI of Epirus, GreeceDania Gutierrez Ruiz Cinvestav, MexicoDaniel Novak Czech Technical University, Czech RepublicGeorge Georgoulas TEI of Epirus, GreeceMichal Huptych Czech Technical University, Czech RepublicPetr Posik Czech Technical University, Czech RepublicVladimir Krajca Czech Technical University, Czech Republic

Advanced Soft Computing Methods in Computer Vision and DataProcessing

Irina Perfilieva University of Ostrava, Czech Republic (Co-chair)Vilem Novak University of Ostrava, Czech Republic (Co-chair)Antonın Dvorak University of Ostrava, Czech RepublicMarek Vajgl University of Ostrava, Czech RepublicMartin Stepnicka University of Ostrava, Czech RepublicMichal Holcapek University of Ostrava, Czech RepublicMiroslav Pokorny University of Ostrava, Czech RepublicPavel Vlasanek University of Ostrava, Czech RepublicPetr Hurtik University of Ostrava, Czech RepublicPetra Hodakova University of Ostrava, Czech RepublicPetra Murinova University of Ostrava, Czech RepublicRadek Valasek University of Ostrava, Czech RepublicViktor Pavliska University of Ostrava, Czech Republic


Vaclav Snasel - Chair VSB-Technical University of Ostrava,Czech Republic (Chair)






Contents

CISIS 2012

General Track

Applications of Intelligent Methods for Security

Automatic Analysis of Web Service Honeypot Data Using MachineLearning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Abdallah Ghourabi, Tarek Abbes, Adel Bouhoula

A Security Pattern-Driven Approach toward the Automation of RiskTreatment in Business Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13Angel Jesus Varela-Vaca, Robert Warschofsky, Rafael M. Gasca, Sergio Pozo,Christoph Meinel

Neural Network Ensembles Design with Self-Configuring GeneticProgramming Algorithm for Solving Computer Security Problems . . . . . . . . 25Eugene Semenkin, Maria Semenkina, Ilia Panfilov

Clustering for Intrusion Detection: Network Scans as a Case of Study . . . . . 33Raul Sanchez, Alvaro Herrero, Emilio Corchado

Sensor Networks Security Based on Sensitive Robots Agents:A Conceptual Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47Camelia-M. Pintea, Petrica C. Pop

Infrastructure and Network Security

Comments on a Cryptosystem Proposed by Wang and Hu . . . . . . . . . . . . . . . 57R. Duran Dıaz, L. Hernandez Encinas, J. Munoz Masque

Equivalent Inner Key Recovery Attack to NMAC . . . . . . . . . . . . . . . . . . . . . . . 67Fanbao Liu, Changxiang Shen, Tao Xie

XXIV Contents

Hybrid Compression of the Aho-Corasick Automaton for Static Analysisin Intrusion Detection Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77Ciprian Pungila

Tracking Traitors in Web Services via Blind Signatures . . . . . . . . . . . . . . . . . 87J.A. Alvarez-Bermejo, J.A. Lopez-Ramos

C&C Techniques in Botnet Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97Felix Brezo, Jose Gaviria de la Puerta, Igor Santos, David Barroso,Pablo Garcia Bringas

How Political Illusions Harm National Stability: Fiscal Illusion as aSource of Taxation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109Paulo Mourao, Jose Pedro Cabral

Software Implementation of Linear Feedback Shift Registers overExtended Fields . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117O. Delgado-Mohatar, A. Fuster-Sabater

Simulation Analysis of Static and Dynamic Intermediate Nodes andPerformance Comparison of MANETS Routing Protocols . . . . . . . . . . . . . . . 127Jahangir Khan, Zoran Bojkovic, Syed Irfan Hayder, Gulam Ali Mallah,Abdul Haseeb, Fariha Atta

On Fitness Function Based upon Quasigroups Power Sequences . . . . . . . . . . 141Eliska Ochodkova, Jirı Dvorsky, Pavel Kromer, Pavel Tucek

Investigation on Operating Systems Identification by Means of FractalGeometry and OS Pseudorandom Number Generators . . . . . . . . . . . . . . . . . . 151Ivan Zelinka, Filip Merhaut, Lenka Skanderova

Usability of Software Intrusion-Detection System in Web Applications . . . . . 159Radek Vala, David Malanık, Roman Jasek

Special Sessions

Intelligent Network Security and Survivability

A Genetic Algorithm for Solving RSA Problem in Elastic OpticalNetworks with Dedicated Path Protection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167Mirosław Klinkowski

Correlation Approach for SQL Injection Attacks Detection . . . . . . . . . . . . . . 177Michał Choras, Rafał Kozik, Damian Puchalski, Witold Hołubowicz

Information Exchange Mechanism between Federated Domains:P2P Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187Michał Choras, Rafał Kozik, Rafał Renk, Witold Hołubowicz

Contents XXV

Web Spam Detection Using MapReduce Approach to CollectiveClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197Wojciech Indyk, Tomasz Kajdanowicz, Przemyslaw Kazienko,Slawomir Plamowski

Analysis of Selected Aspects of “IBM I” Security . . . . . . . . . . . . . . . . . . . . . . . 207Maciej Piec, Iwona Pozniak-Koszalka, Mariusz Koziol

Metaheuristic Approach for Survivable P2P Multicasting FlowAssignment in Dual Homing Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215Wojciech Kmiecik, Krzysztof Walkowiak

A Tabu Search Algorithm for Optimization of Survivable OverlayComputing Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225Krzysztof Walkowiak, Wojciech Charewicz, Maciej Donajski, Jacek Rak

Greedy Algorithms for Network Anomaly Detection . . . . . . . . . . . . . . . . . . . . 235Tomasz Andrysiak, Łukasz Saganowski, Michał Choras

Combined Classifiers with Neural Fuser for Spam Detection . . . . . . . . . . . . . 245Marcin Zmyslony, Bartosz Krawczyk, Michał Wozniak

Combined Bayesian Classifiers Applied to Spam Filtering Problem . . . . . . . . 253Karol Wrotniak, Michał Wozniak

Text Processing Applications to Secure and IntelligentSystems

Negobot: A Conversational Agent Based on Game Theory for theDetection of Paedophile Behaviour . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 261Carlos Laorden, Patxi Galan-Garcıa, Igor Santos, Borja Sanz,Jose Marıa Gomez Hidalgo, Pablo Garcia Bringas

OPEM: A Static-Dynamic Approach for Machine-Learning-BasedMalware Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271Igor Santos, Jaime Devesa, Felix Brezo, Javier Nieves, Pablo Garcia Bringas

Adult Content Filtering through Compression-Based Text Classification . . . 281Igor Santos, Patxi Galan-Garcıa, Aitor Santamarıa-Ibirika, Borja Alonso-Isla,Iker Alabau-Sarasola, Pablo Garcia Bringas

PUMA: Permission Usage to Detect Malware in Android . . . . . . . . . . . . . . . . 289Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero,Pablo Garcia Bringas, Gonzalo Alvarez

XXVI Contents

ICEUTE 2012

General Track

Application of Soft Computing Technologies toward Assessment andSkills Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 299Ignacio Aliaga, Vicente Vera, Cristina Gonzalez Losada,Alvaro Enrique Garcia, Hector Quintian, Emilio Corchado,Fanny Klett, Laura Garcıa-Hernandez

An Interactive Mathematica Book . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 311J.A. Alvarez-Bermejo, J. Escoriza, J.A. Lopez-Ramos, J. Peralta

Biorefinery Virtual Lab-Integrating E-learning Techniques andTheoretical Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321M.D. Redel-Macıas, S. Pinzi, A.J. Cubero-Atienza, M.P. Dorado,M.P. Martınez-Jimenez

Approaching System Administration as a Group Project in ComputerEngineering Higher Education . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 331P.A. Gutierrez, J. Sanchez-Monedero, C. Hervas-Martınez, M. Cruz-Ramırez,J.C. Fernandez, F. Fernandez-Navarro

SOCO 2012

Special Sessions

Soft Computing Models for Control Theory & Applicationsin Electrical Engineering

Speed Control of A.C. Drive with Induction Motor Using GeneticAlgorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341Pavel Brandstetter, Marek Dobrovsky

Applications of Artificial Neural Networks in Control of DC Drive . . . . . . . . 351Pavel Brandstetter, Pavel Bilek

Energy Optimization of a Dynamic System Controller . . . . . . . . . . . . . . . . . . . 361Pavol Fedor, Daniela Perdukova

Optimal Input Vector Based Fuzzy Controller Rules Design . . . . . . . . . . . . . . 371Pavol Fedor, Daniela Perdukova, Zelmira Ferkova

Correlation Methods of OCR Algorithm for Traffic Sign DetectionImplementable in Microcontrollers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 381Radim Hercik, Roman Slaby, Zdenek Machacek, Jiri Koziorek

Takagi-Sugeno Fuzzy Model in Task of Controllers Design . . . . . . . . . . . . . . . 391Jana Nowakova, Miroslav Pokorny, Martin Pies

Contents XXVII

Real-Time Estimation of Induction Motor Parameters Based on theGenetic Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401Petr Palacky, Petr Hudecek, Ales Havel

Comparison of Fuzzy Logic Based and Sliding Mode Based Controllerfor IM Drive Fed by Matrix Converter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 411Jan Bauer, Stanislav Fligl

Discrete-Time Markov Chains in Reliability Analysis-Case Study . . . . . . . . . 421Pavel Skalny, Bohumil Krajc

Genetic Algorithm Based Optimization of MGP-FIR Current ReferenceGenerator for Active Power Filters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429Jakub Talla, Zdenek Peroutka, Seppo J. Ovaska, Josef Stehlik

Soft Computing Models for Biomedical Signals and DataProcessing

Correlation-Based Neural Gas for Visualizing Correlations between EEGFeatures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 439Karla Stepanova, Martin Macas, Lenka Lhotska

Built-in Smartphone Accelerometer Motion Pattern Recognition UsingWavelet Transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 447Jakub Jirka, Michal Prauzek

Temporal Analysis of Remotely Sensed Data for the Assessment of COPDPatients’ Health Status . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 457Sara Colantonio, Ovidio Salvetti

Encoding Time Series Data for Better Clustering Results . . . . . . . . . . . . . . . . 467Tomas Barton, Pavel Kordık

Pattern Recognition in EEG Cognitive Signals Accelerated by GPU . . . . . . . 477Pavel Dohnalek, Petr Gajdos, Tomas Peterek, Marek Penhaker

Advanced Soft Computing Methods in Computer Visionand Data Processing

On the Potential of Fuzzy Rule-Based Ensemble Forecasting . . . . . . . . . . . . . 487David Sikora, Martin Stepnicka, Lenka Vavrıckova

Recognition of Damaged Letters Based on Mathematical Fuzzy LogicAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497Vilem Novak, Hashim Habiballa

Image Reconstruction with Usage of the F-Transform . . . . . . . . . . . . . . . . . . . 507Pavel Vlasanek, Irina Perfilieva

XXVIII Contents

Image Compression with Artificial Neural Networks . . . . . . . . . . . . . . . . . . . . 515Stephane Kouamo, Claude Tangha

Image Compression Methodology Based on Fuzzy Transform . . . . . . . . . . . . 525Petr Hurtik, Irina Perfilieva

Implementation of Background Knowledge and Properties Induced byFuzzy Confirmation Measures in Apriori Algorithm . . . . . . . . . . . . . . . . . . . . 533Iva Tomanova, Jirı Kupka

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 543

advances in intelligent systems and computing 189

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