Lecture Notes in Computer Science 9787

Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board

David HutchisonLancaster University, Lancaster, UK

Takeo KanadeCarnegie Mellon University, Pittsburgh, PA, USA

Josef KittlerUniversity of Surrey, Guildford, UK

Jon M. KleinbergCornell University, Ithaca, NY, USA

Friedemann MatternETH Zurich, Zürich, Switzerland

John C. MitchellStanford University, Stanford, CA, USA

Moni NaorWeizmann Institute of Science, Rehovot, Israel

C. Pandu RanganIndian Institute of Technology, Madras, India

Bernhard SteffenTU Dortmund University, Dortmund, Germany

Demetri TerzopoulosUniversity of California, Los Angeles, CA, USA

Doug TygarUniversity of California, Berkeley, CA, USA

Gerhard WeikumMax Planck Institute for Informatics, Saarbrücken, Germany

More information about this series at http://www.springer.com/series/7407

Osvaldo Gervasi • Beniamino MurganteSanjay Misra • Ana Maria A.C. RochaCarmelo M. Torre • David TaniarBernady O. Apduhan • Elena StankovaShangguang Wang (Eds.)

Computational Scienceand Its Applications –ICCSA 201616th International ConferenceBeijing, China, July 4–7, 2016Proceedings, Part II

123

EditorsOsvaldo GervasiUniversity of PerugiaPerugiaItaly

Beniamino MurganteUniversity of BasilicataPotenzaItaly

Sanjay MisraCovenant UniversityOtaNigeria

Ana Maria A.C. RochaUniversity of MinhoBragaPortugal

Carmelo M. TorrePolytechnic UniversityBariItaly

David TaniarMonash UniversityClayton, VICAustralia

Bernady O. ApduhanKyushu Sangyo UniversityFukuokaJapan

Elena StankovaSaint Petersburg State UniversitySaint PetersburgRussia

Shangguang WangBeijing University of Postsand Telecommunications

BeijingChina

ISSN 0302-9743 ISSN 1611-3349 (electronic)Lecture Notes in Computer ScienceISBN 978-3-319-42107-0 ISBN 978-3-319-42108-7 (eBook)DOI 10.1007/978-3-319-42108-7

Library of Congress Control Number: 2016944355

LNCS Sublibrary: SL1 – Theoretical Computer Science and General Issues

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Preface

These multi-volume proceedings (LNCS volumes 9786, 9787, 9788, 9789, and 9790)consist of the peer-reviewed papers from the 2016 International Conference onComputational Science and Its Applications (ICCSA 2016) held in Beijing, China,during July 4–7, 2016.

ICCSA 2016 was a successful event in the series of conferences, previously held inBanff, Canada (2015), Guimares, Portugal (2014), Ho Chi Minh City, Vietnam (2013),Salvador, Brazil (2012), Santander, Spain (2011), Fukuoka, Japan (2010), Suwon,South Korea (2009), Perugia, Italy (2008), Kuala Lumpur, Malaysia (2007), Glasgow,UK (2006), Singapore (2005), Assisi, Italy (2004), Montreal, Canada (2003), (as ICCS)Amsterdam, The Netherlands (2002), and San Francisco, USA (2001).

Computational science is a main pillar of most present research as well as industrialand commercial activities and it plays a unique role in exploiting ICT innovativetechnologies. The ICCSA conference series has been providing a venue to researchersand industry practitioners to discuss new ideas, to share complex problems and theirsolutions, and to shape new trends in computational science.

Apart from the general tracks, ICCSA 2016 also included 33 international work-shops, in various areas of computational sciences, ranging from computational sciencetechnologies to specific areas of computational sciences, such as computer graphics andvirtual reality. The program also featured three keynote speeches and two tutorials.

The success of the ICCSA conference series, in general, and ICCSA 2016, inparticular, is due to the support of many people: authors, presenters, participants,keynote speakers, session chairs, Organizing Committee members, student volunteers,Program Committee members, Steering Committee members, and many people inother various roles. We would like to thank them all.

We would also like to thank our sponsors, in particular NVidia and Springer fortheir very important support and for making the Best Paper Award ceremony soimpressive.

We would also like to thank Springer for their continuous support in publishing theICCSA conference proceedings.

July 2016 Shangguang WangOsvaldo Gervasi

Bernady O. Apduhan

Organization

ICCSA 2016 was organized by Beijing University of Post and Telecommunication(China), University of Perugia (Italy), Monash University (Australia), Kyushu SangyoUniversity (Japan), University of Basilicata (Italy), University of Minho, (Portugal),and the State Key Laboratory of Networking and Switching Technology (China).

Honorary General Chairs

Junliang Chen Beijing University of Posts and Telecommunications,China

Antonio Laganà University of Perugia, ItalyNorio Shiratori Tohoku University, JapanKenneth C.J. Tan Sardina Systems, Estonia

General Chairs

Shangguang Wang Beijing University of Posts and Telecommunications,China

Osvaldo Gervasi University of Perugia, ItalyBernady O. Apduhan Kyushu Sangyo University, Japan

Program Committee Chairs

Sen Su Beijing University of Posts and Telecommunications,China

Beniamino Murgante University of Basilicata, ItalyAna Maria A.C. Rocha University of Minho, PortugalDavid Taniar Monash University, Australia

International Advisory Committee

Jemal Abawajy Deakin University, AustraliaDharma P. Agarwal University of Cincinnati, USAMarina L. Gavrilova University of Calgary, CanadaClaudia Bauzer Medeiros University of Campinas, BrazilManfred M. Fisher Vienna University of Economics and Business, AustriaYee Leung Chinese University of Hong Kong, SAR China

International Liaison Chairs

Ana Carla P. Bitencourt Universidade Federal do Reconcavo da Bahia, BrazilAlfredo Cuzzocrea ICAR-CNR and University of Calabria, ItalyMaria Irene Falcão University of Minho, Portugal

Robert C.H. Hsu Chung Hua University, TaiwanTai-Hoon Kim Hannam University, KoreaSanjay Misra University of Minna, NigeriaTakashi Naka Kyushu Sangyo University, JapanRafael D.C. Santos National Institute for Space Research, BrazilMaribel Yasmina Santos University of Minho, Portugal

Workshop and Session Organizing Chairs

Beniamino Murgante University of Basilicata, ItalySanjay Misra Covenant University, NigeriaJorge Gustavo Rocha University of Minho, Portugal

Award Chair

Wenny Rahayu La Trobe University, Australia

Publicity Committee Chair

Zibing Zheng Sun Yat-Sen University, ChinaMingdong Tang Hunan University of Science and Technology, ChinaYutao Ma Wuhan University, ChinaAo Zhou Beijing University of Posts and Telecommunications,

ChinaRuisheng Shi Beijing University of Posts and Telecommunications,

China

Workshop Organizers

Agricultural and Environment Information and Decision Support Systems(AEIDSS 2016)

Sandro Bimonte IRSTEA, FranceAndré Miralles IRSTEA, FranceThérèse Libourel LIRMM, FranceFrançois Pinet IRSTEA, France

Advances in Information Systems and Technologies for Emergency Preparednessand Risk Assessment (ASTER 2016)

Maurizio Pollino ENEA, ItalyMarco Vona University of Basilicata, ItalyBeniamino Murgante University of Basilicata, Italy

Advances in Web-Based Learning (AWBL 2016)

Mustafa Murat Inceoglu Ege University, Turkey

VIII Organization

Bio- and Neuro-Inspired Computing and Applications (BIOCA 2016)

Nadia Nedjah State University of Rio de Janeiro, BrazilLuiza de Macedo Mourell State University of Rio de Janeiro, Brazil

Computer-Aided Modeling, Simulation, and Analysis (CAMSA 2016)

Jie Shen University of Michigan, USA and Jilin University,China

Hao Chenina Shanghai University of Engineering Science, ChinaXiaoqiang Liun Donghua University, ChinaWeichun Shi Shanghai Maritime University, ChinaYujie Liu Southeast Jiaotong University, China

Computational and Applied Statistics (CAS 2016)

Ana Cristina Braga University of Minho, PortugalAna Paula Costa Conceicao

AmorimUniversity of Minho, Portugal

Computational Geometry and Security Applications (CGSA 2016)

Marina L. Gavrilova University of Calgary, Canada

Computational Algorithms and Sustainable Assessment (CLASS 2016)

Antonino Marvuglia Public Research Centre Henri Tudor, LuxembourgMikhail Kanevski Université de Lausanne, SwitzerlandBeniamino Murgante University of Basilicata, Italy

Chemistry and Materials Sciences and Technologies (CMST 2016)

Antonio Laganà University of Perugia, ItalyNoelia Faginas Lago University of Perugia, ItalyLeonardo Pacifici University of Perugia, Italy

Computational Optimization and Applications (COA 2016)

Ana Maria Rocha University of Minho, PortugalHumberto Rocha University of Coimbra, Portugal

Cities, Technologies, and Planning (CTP 2016)

Giuseppe Borruso University of Trieste, ItalyBeniamino Murgante University of Basilicata, Italy

Databases and Computerized Information Retrieval Systems (DCIRS 2016)

Sultan Alamri College of Computing and Informatics, SEU,Saudi Arabia

Adil Fahad Albaha University, Saudi ArabiaAbdullah Alamri Jeddah University, Saudi Arabia

Organization IX

Data Science for Intelligent Decision Support (DS4IDS 2016)

Filipe Portela University of Minho, PortugalManuel Filipe Santos University of Minho, Portugal

Econometrics and Multidimensional Evaluation in the Urban Environment(EMEUE 2016)

Carmelo M. Torre Polytechnic of Bari, ItalyMaria Cerreta University of Naples Federico II, ItalyPaola Perchinunno University of Bari, ItalySimona Panaro University of Naples Federico II, ItalyRaffaele Attardi University of Naples Federico II, Italy

Future Computing Systems, Technologies, and Applications (FISTA 2016)

Bernady O. Apduhan Kyushu Sangyo University, JapanRafael Santos National Institute for Space Research, BrazilJianhua Ma Hosei University, JapanQun Jin Waseda University, Japan

Geographical Analysis, Urban Modeling, Spatial Statistics(GEO-AND-MOD 2016)

Giuseppe Borruso University of Trieste, ItalyBeniamino Murgante University of Basilicata, ItalyHartmut Asche University of Potsdam, Germany

GPU Technologies (GPUTech 2016)

Gervasi Osvaldo University of Perugia, ItalySergio Tasso University of Perugia, ItalyFlavio Vella University of Rome La Sapienza, Italy

ICT and Remote Sensing for Environmental and Risk Monitoring (RS-Env 2016)

Rosa Lasaponara Institute of Methodologies for Environmental Analysis,National Research Council, Italy

Weigu Song University of Science and Technology of China, ChinaEufemia Tarantino Polytechnic of Bari, ItalyBernd Fichtelmann DLR, Germany

7th International Symposium on Software Quality (ISSQ 2016)

Sanjay Misra Covenant University, Nigeria

International Workshop on Biomathematics, Bioinformatics, and Biostatisticss(IBBB 2016)

Unal Ufuktepe American University of the Middle East, Kuwait

X Organization

Land Use Monitoring for Soil Consumption Reduction (LUMS 2016)

Carmelo M. Torre Polytechnic of Bari, ItalyAlessandro Bonifazi Polytechnic of Bari, ItalyValentina Sannicandro University of Naples Federico II, ItalyMassimiliano Bencardino University of Salerno, ItalyGianluca di Cugno Polytechnic of Bari, ItalyBeniamino Murgante University of Basilicata, Italy

Mobile Communications (MC 2016)

Hyunseung Choo Sungkyunkwan University, Korea

Mobile Computing, Sensing, and Actuation for Cyber Physical Systems(MSA4IoT 2016)

Saad Qaisar NUST School of Electrical Engineeringand Computer Science, Pakistan

Moonseong Kim Korean Intellectual Property Office, Korea

Quantum Mechanics: Computational Strategies and Applications(QM-CSA 2016)

Mirco Ragni Universidad Federal de Bahia, BrazilAna Carla Peixoto

BitencourtUniversidade Estadual de Feira de Santana, Brazil

Vincenzo Aquilanti University of Perugia, ItalyAndrea Lombardi University of Perugia, ItalyFederico Palazzetti University of Perugia, Italy

Remote Sensing for Cultural Heritage: Documentation, Management,and Monitoring (RSCH 2016)

Rosa Lasaponara IRMMA, CNR, ItalyNicola Masini IBAM, CNR, Italy Zhengzhou Base, International

Center on Space Technologies for Naturaland Cultural Heritage, China

Chen Fulong Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences, China

Scientific Computing Infrastructure (SCI 2016)

Elena Stankova Saint Petersburg State University, RussiaVladimir Korkhov Saint Petersburg State University, RussiaAlexander Bogdanov Saint Petersburg State University, Russia

Software Engineering Processes and Applications (SEPA 2016)

Sanjay Misra Covenant University, Nigeria

Organization XI

Social Networks Research and Applications (SNRA 2016)

Eric Pardede La Trobe University, AustraliaWenny Rahayu La Trobe University, AustraliaDavid Taniar Monash University, Australia

Sustainability Performance Assessment: Models, Approaches, and ApplicationsToward Interdisciplinarity and Integrated Solutions (SPA 2016)

Francesco Scorza University of Basilicata, ItalyValentin Grecu Lucia Blaga University on Sibiu, Romania

Tools and Techniques in Software Development Processes (TTSDP 2016)

Sanjay Misra Covenant University, Nigeria

Volunteered Geographic Information: From Open Street Mapto Participation (VGI 2016)

Claudia Ceppi University of Basilicata, ItalyBeniamino Murgante University of Basilicata, ItalyFrancesco Mancini University of Modena and Reggio Emilia, ItalyGiuseppe Borruso University of Trieste, Italy

Virtual Reality and Its Applications (VRA 2016)

Osvaldo Gervasi University of Perugia, ItalyLucio Depaolis University of Salento, Italy

Web-Based Collective Evolutionary Systems: Models, Measures,Applications (WCES 2016)

Alfredo Milani University of Perugia, ItalyValentina Franzoni University of Rome La Sapienza, ItalyYuanxi Li Hong Kong Baptist University, Hong Kong,

SAR ChinaClement Leung United International College, Zhuhai, ChinaRajdeep Niyogi Indian Institute of Technology, Roorkee, India

Program Committee

Jemal Abawajy Deakin University, AustraliaKenny Adamson University of Ulster, UKHartmut Asche University of Potsdam, GermanyMichela Bertolotto University College Dublin, IrelandSandro Bimonte CEMAGREF, TSCF, FranceRod Blais University of Calgary, CanadaIvan Blečić University of Sassari, ItalyGiuseppe Borruso University of Trieste, ItalyYves Caniou Lyon University, France

XII Organization

José A. Cardoso e Cunha Universidade Nova de Lisboa, PortugalCarlo Cattani University of Salerno, ItalyMete Celik Erciyes University, TurkeyAlexander Chemeris National Technical University of Ukraine KPI, UkraineMin Young Chung Sungkyunkwan University, KoreaElisete Correia University of Trás os Montes e Alto Douro, PortugalGilberto Corso Pereira Federal University of Bahia, BrazilM. Fernanda Costa University of Minho, PortugalAlfredo Cuzzocrea ICAR-CNR and University of Calabria, ItalyFlorbela Maria da Cruz

Domingues CorreiaIntituto Politécnico de Viana do Castelo, Portugal

Vanda Marisa da RosaMilheiro Lourenço

FCT from University Nova de Lisboa, Portugal

Carla Dal Sasso Freitas Universidade Federal do Rio Grande do Sul, BrazilPradesh Debba The Council for Scientific and Industrial Research

(CSIR), South AfricaHendrik Decker Instituto Tecnológico de Informática, SpainAdelaide de Fátima Baptista

Valente FreitasUniversity of Aveiro, Portugal

Carina Soares da SilvaFortes

Escola Superior de Tecnologias da Saúde de Lisboa,Portugal

Frank Devai London South Bank University, UKRodolphe Devillers Memorial University of Newfoundland, CanadaJoana Dias University of Coimbra, PortugalPrabu Dorairaj NetApp, India/USAM. Irene Falcao University of Minho, PortugalCherry Liu Fang U.S. DOE Ames Laboratory, USAFlorbela Fernandes Polytechnic Institute of Bragança, PortugalJose-Jesús Fernandez National Centre for Biotechnology, CSIS, SpainMara Celia Furtado Rocha PRODEB-Pós Cultura/UFBA, BrazilAkemi Galvez University of Cantabria, SpainPaulino Jose Garcia Nieto University of Oviedo, SpainMarina Gavrilova University of Calgary, CanadaJerome Gensel LSR-IMAG, FranceMara Giaoutzi National Technical University, Athens, GreeceAndrzej M. Goscinski Deakin University, AustraliaAlex Hagen-Zanker University of Cambridge, UKMalgorzata Hanzl Technical University of Lodz, PolandShanmugasundaram

HariharanB.S. Abdur Rahman University, India

Tutut Herawan Universitas Teknologi Yogyakarta, IndonesiaHisamoto Hiyoshi Gunma University, JapanFermin Huarte University of Barcelona, SpainAndrés Iglesias University of Cantabria, SpainMustafa Inceoglu Ege University, TurkeyPeter Jimack University of Leeds, UK

Organization XIII

Qun Jin Waseda University, JapanFarid Karimipour Vienna University of Technology, AustriaBaris Kazar Oracle Corp., USAMaulana Adhinugraha Kiki Telkom University, IndonesiaDongSeong Kim University of Canterbury, New ZealandTaihoon Kim Hannam University, KoreaIvana Kolingerova University of West Bohemia, Czech RepublicDieter Kranzlmueller LMU and LRZ Munich, GermanyAntonio Laganà University of Perugia, ItalyRosa Lasaponara National Research Council, ItalyMaurizio Lazzari National Research Council, ItalyCheng Siong Lee Monash University, AustraliaSangyoun Lee Yonsei University, KoreaJongchan Lee Kunsan National University, KoreaClement Leung United International College, Zhuhai, ChinaChendong Li University of Connecticut, USAGang Li Deakin University, AustraliaMing Li East China Normal University, ChinaFang Liu AMES Laboratories, USAXin Liu University of Calgary, CanadaSavino Longo University of Bari, ItalyTinghuai Ma NanJing University of Information Science

and Technology, ChinaIsabel Cristina Maciel

NatárioFCT from University Nova de Lisboa, Portugal

Sergio Maffioletti University of Zurich, SwitzerlandErnesto Marcheggiani Katholieke Universiteit Leuven, BelgiumAntonino Marvuglia Research Centre Henri Tudor, LuxembourgNicola Masini National Research Council, ItalyNirvana Meratnia University of Twente, The NetherlandsAlfredo Milani University of Perugia, ItalySanjay Misra Federal University of Technology Minna, NigeriaGiuseppe Modica University of Reggio Calabria, ItalyJosé Luis Montaña University of Cantabria, SpainBeniamino Murgante University of Basilicata, ItalyJiri Nedoma Academy of Sciences of the Czech Republic,

Czech RepublicLaszlo Neumann University of Girona, SpainIrene Oliveira University of Trás os Montes e Alto Douro, PortugalKok-Leong Ong Deakin University, AustraliaBelen Palop Universidad de Valladolid, SpainMarcin Paprzycki Polish Academy of Sciences, PolandEric Pardede La Trobe University, AustraliaKwangjin Park Wonkwang University, KoreaTelmo Pinto University of Minho, Portugal

XIV Organization

Maurizio Pollino Italian National Agency for New Technologies, Energyand Sustainable Economic Development, Italy

Alenka Poplin University of Hamburg, GermanyVidyasagar Potdar Curtin University of Technology, AustraliaDavid C. Prosperi Florida Atlantic University, USAMaria Emilia F. Queiroz

AthaydeUniversity of Minho, Portugal

Wenny Rahayu La Trobe University, AustraliaJerzy Respondek Silesian University of Technology, PolandAna Maria A.C. Rocha University of Minho, PortugalMaria Clara Rocha ESTES Coimbra, PortugalHumberto Rocha INESC-Coimbra, PortugalAlexey Rodionov Institute of Computational Mathematics and

Mathematical Geophysics, RussiaJon Rokne University of Calgary, CanadaOctavio Roncero CSIC, SpainMaytham Safar Kuwait University, KuwaitChiara Saracino A.O. Ospedale Niguarda Ca’ Granda - Milano, ItalyHaiduke Sarafian The Pennsylvania State University, USAJie Shen University of Michigan, USAQi Shi Liverpool John Moores University, UKDale Shires U.S. Army Research Laboratory, USATakuo Suganuma Tohoku University, JapanSergio Tasso University of Perugia, ItalyParimala Thulasiraman University of Manitoba, CanadaCarmelo M. Torre Polytechnic of Bari, ItalyGiuseppe A. Trunfio University of Sassari, ItalyUnal Ufuktepe American University of the Middle East, KuwaitToshihiro Uchibayashi Kyushu Sangyo University, JapanMario Valle Swiss National Supercomputing Centre, SwitzerlandPablo Vanegas University of Cuenca, EquadorPiero Giorgio Verdini INFN Pisa and CERN, ItalyMarco Vizzari University of Perugia, ItalyKoichi Wada University of Tsukuba, JapanKrzysztof Walkowiak Wroclaw University of Technology, PolandRobert Weibel University of Zurich, SwitzerlandRoland Wismüller Universität Siegen, GermanyMudasser Wyne SOET National University, USAChung-Huang Yang National Kaohsiung Normal University, TaiwanXin-She Yang National Physical Laboratory, UKSalim Zabir France Telecom Japan Co., JapanHaifeng Zhao University of California, Davis, USAKewen Zhao University of Qiongzhou, ChinaAlbert Y. Zomaya University of Sydney, Australia

Organization XV

Reviewers

Abawajy, Jemal Deakin University, AustraliaAbuhelaleh, Mohammed Univeristy of Bridgeport, USAAcharjee, Shukla Dibrugarh University, IndiaAndrianov, Sergei

NikolaevichUniversitetskii prospekt, Russia

Aguilar, José Alfonso Universidad Autónoma de Sinaloa, MexicoAhmed, Faisal University of Calgary, CanadaAlberti, Margarita University of Barcelona, SpainAmato, Alba Seconda Universit degli Studi di Napoli, ItalyAmorim, Ana Paula University of Minho, PortugalApduhan, Bernady Kyushu Sangyo University, JapanAquilanti, Vincenzo University of Perugia, ItalyAsche, Hartmut Posdam University, GermanyAthayde Maria, Emlia

Feijão QueirozUniversity of Minho, Portugal

Attardi, Raffaele University of Napoli Federico II, ItalyAzam, Samiul United International University, BangladeshAzevedo, Ana Athabasca University, USABadard, Thierry Laval University, CanadaBaioletti, Marco University of Perugia, ItalyBartoli, Daniele University of Perugia, ItalyBentayeb, Fadila Université Lyon, FranceBilan, Zhu Tokyo University of Agriculture and Technology,

JapanBimonte, Sandro IRSTEA, FranceBlecic, Ivan Università di Cagliari, ItalyBogdanov, Alexander Saint Petersburg State University, RussiaBorruso, Giuseppe University of Trieste, ItalyBostenaru, Maria “Ion Mincu” University of Architecture and Urbanism,

RomaniaBraga Ana, Cristina University of Minho, PortugalCanora, Filomena University of Basilicata, ItalyCardoso, Rui Institute of Telecommunications, PortugalCeppi, Claudia Polytechnic of Bari, ItalyCerreta, Maria University Federico II of Naples, ItalyChoo, Hyunseung Sungkyunkwan University, South KoreaColetti, Cecilia University of Chieti, ItalyCorreia, Elisete University of Trás-Os-Montes e Alto Douro, PortugalCorreia Florbela Maria, da

Cruz DominguesInstituto Politécnico de Viana do Castelo, Portugal

Costa, Fernanda University of Minho, PortugalCrasso, Marco National Scientific and Technical Research Council,

ArgentinaCrawford, Broderick Universidad Catolica de Valparaiso, Chile

XVI Organization

Cuzzocrea, Alfredo University of Trieste, ItalyCutini, Valerio University of Pisa, ItalyDanese, Maria IBAM, CNR, ItalyDecker, Hendrik Instituto Tecnológico de Informática, SpainDegtyarev, Alexander Saint Petersburg State University, RussiaDemartini, Gianluca University of Sheffield, UKDi Leo, Margherita JRC, European Commission, BelgiumDias, Joana University of Coimbra, PortugalDilo, Arta University of Twente, The NetherlandsDorazio, Laurent ISIMA, FranceDuarte, Júlio University of Minho, PortugalEl-Zawawy, Mohamed A. Cairo University, EgyptEscalona, Maria-Jose University of Seville, SpainFalcinelli, Stefano University of Perugia, ItalyFernandes, Florbela Escola Superior de Tecnologia e Gest ão de Bragança,

PortugalFlorence, Le Ber ENGEES, FranceFreitas Adelaide, de Fátima

Baptista ValenteUniversity of Aveiro, Portugal

Frunzete, Madalin Polytechnic University of Bucharest, RomaniaGankevich, Ivan Saint Petersburg State University, RussiaGarau, Chiara University of Cagliari, ItalyGarcia, Ernesto University of the Basque Country, SpainGavrilova, Marina University of Calgary, CanadaGensel, Jerome IMAG, FranceGervasi, Osvaldo University of Perugia, ItalyGizzi, Fabrizio National Research Council, ItalyGorbachev, Yuriy Geolink Technologies, RussiaGrilli, Luca University of Perugia, ItalyGuerra, Eduardo National Institute for Space Research, BrazilHanzl, Malgorzata University of Lodz, PolandHegedus, Peter University of Szeged, HungaryHerawan, Tutut University of Malaya, MalaysiaHu, Ya-Han National Chung Cheng University, TaiwanIbrahim, Michael Cairo University, EgiptIfrim, Georgiana Insight, IrelandIrrazábal, Emanuel Universidad Nacional del Nordeste, ArgentinaJanana, Loureio University of Mato Grosso do Sul, BrazilJaiswal, Shruti Delhi Technological University, IndiaJohnson, Franklin Universidad de Playa Ancha, ChileKarimipour, Farid Vienna University of Technology, AustriaKapcak, Sinan American University of the Middle East in Kuwait,

KuwaitKiki Maulana, Adhinugraha Telkom University, IndonesiaKim, Moonseong KIPO, South KoreaKobusińska, Anna Poznan University of Technology, Poland

Organization XVII

Korkhov, Vladimir Saint Petersburg State University, RussiaKoutsomitropoulos,

Dimitrios A.University of Patras, Greece

Krishna Kumar, Chaturvedi Indian Agricultural Statistics Research Institute(IASRI), India

Kulabukhova, Nataliia Saint Petersburg State University, RussiaKumar, Dileep SR Engineering College, IndiaLaganà, Antonio University of Perugia, ItalyLai, Sen-Tarng Shih Chien University, TaiwanLanza, Viviana Lombardy Regional Institute for Research, ItalyLasaponara, Rosa National Research Council, ItalyLazzari, Maurizio National Research Council, ItalyLe Duc, Tai Sungkyunkwan University, South KoreaLe Duc, Thang Sungkyunkwan University, South KoreaLee, KangWoo Sungkyunkwan University, South KoreaLeung, Clement United International College, Zhuhai, ChinaLibourel, Thérèse LIRMM, FranceLourenço, Vanda Marisa University Nova de Lisboa, PortugalMachado, Jose University of Minho, PortugalMagni, Riccardo Pragma Engineering srl, ItalyMancini Francesco University of Modena and Reggio Emilia, ItalyManfreda, Salvatore University of Basilicata, ItalyManganelli, Benedetto Università degli studi della Basilicata, ItalyMarghany, Maged Universiti Teknologi Malaysia, MalaysiaMarinho, Euler Federal University of Minas Gerais, BrazilMartellozzo, Federico University of Rome “La Sapienza”, ItalyMarvuglia, Antonino Public Research Centre Henri Tudor, LuxembourgMateos, Cristian Universidad Nacional del Centro, ArgentinaMatsatsinis, Nikolaos Technical University of Crete, GreeceMessina, Fabrizio University of Catania, ItalyMillham, Richard Durban University of Technoloy, South AfricaMilani, Alfredo University of Perugia, ItalyMisra, Sanjay Covenant University, NigeriaModica, Giuseppe Università Mediterranea di Reggio Calabria, ItalyMohd Helmy, Abd Wahab Universiti Tun Hussein Onn Malaysia, MalaysiaMurgante, Beniamino University of Basilicata, ItalyNagy, Csaba University of Szeged, HungaryNapolitano, Maurizio Center for Information and Communication

Technology, ItalyNatário, Isabel Cristina

MacielUniversity Nova de Lisboa, Portugal

Navarrete Gutierrez, Tomas Luxembourg Institute of Science and Technology,Luxembourg

Nedjah, Nadia State University of Rio de Janeiro, BrazilNguyen, Tien Dzung Sungkyunkwan University, South KoreaNiyogi, Rajdeep Indian Institute of Technology Roorkee, India

XVIII Organization

Oliveira, Irene University of Trás-Os-Montes e Alto Douro, PortugalPanetta, J.B. Tecnologia Geofísica Petróleo Brasileiro SA,

PETROBRAS, BrazilPapa, Enrica University of Amsterdam, The NetherlandsPapathanasiou, Jason University of Macedonia, GreecePardede, Eric La Trobe University, AustraliaPascale, Stefania University of Basilicata, ItalyPaul, Padma Polash University of Calgary, CanadaPerchinunno, Paola University of Bari, ItalyPereira, Oscar Universidade de Aveiro, PortugalPham, Quoc Trung HCMC University of Technology, VietnamPinet, Francois IRSTEA, FrancePirani, Fernando University of Perugia, ItalyPollino, Maurizio ENEA, ItalyPusatli, Tolga Cankaya University, TurkeyQaisar, Saad NURST, PakistanQian, Junyan Guilin University of Electronic Technology, ChinaRaffaeta, Alessandra University of Venice, ItalyRagni, Mirco Universidade Estadual de Feira de Santana, BrazilRahman, Wasiur Technical University Darmstadt, GermanyRampino, Sergio Scuola Normale di Pisa, ItalyRahayu, Wenny La Trobe University, AustraliaRavat, Franck IRIT, FranceRaza, Syed Muhammad Sungkyunkwan University, South KoreaRoccatello, Eduard 3DGIS, ItalyRocha, Ana Maria University of Minho, PortugalRocha, Humberto University of Coimbra, PortugalRocha, Jorge University of Minho, PortugalRocha, Maria Clara ESTES Coimbra, PortugalRomano, Bernardino University of l’Aquila, ItalySannicandro, Valentina Polytechnic of Bari, ItalySantiago Júnior, Valdivino Instituto Nacional de Pesquisas Espaciais, BrazilSarafian, Haiduke Pennsylvania State University, USASchneider, Michel ISIMA, FranceSelmaoui, Nazha University of New Caledonia, New CaledoniaScerri, Simon University of Bonn, GermanyShakhov, Vladimir Institute of Computational Mathematics

and Mathematical Geophysics, RussiaShen, Jie University of Michigan, USASilva-Fortes, Carina ESTeSL-IPL, PortugalSingh, Upasana University of Kwa Zulu-Natal, South AfricaSkarga-Bandurova, Inna Technological Institute of East Ukrainian National

University, UkraineSoares, Michel Federal University of Sergipe, BrazilSouza, Eric Universidade Nova de Lisboa, PortugalStankova, Elena Saint Petersburg State University, Russia

Organization XIX

Stalidis, George TEI of Thessaloniki, GreeceTaniar, David Monash University, AustraliaTasso, Sergio University of Perugia, ItalyTelmo, Pinto University of Minho, PortugalTengku, Adil La Trobe University, AustraliaThorat, Pankaj Sungkyunkwan University, South KoreaTiago Garcia, de Senna

CarneiroFederal University of Ouro Preto, Brazil

Tilio, Lucia University of Basilicata, ItalyTorre, Carmelo Maria Polytechnic of Bari, ItalyTripathi, Ashish MNNIT Allahabad, IndiaTripp, Barba Carolina, Universidad Autnoma de Sinaloa, MexicoTrunfio, Giuseppe A. University of Sassari, ItalyUpadhyay, Ashish Indian Institute of Public Health-Gandhinagar, IndiaValuev, Ilya Russian Academy of Sciences, RussiaVarella, Evangelia Aristotle University of Thessaloniki, GreeceVasyunin, Dmitry University of Amsterdam, The NetherlansVijaykumar, Nandamudi INPE, BrazilVillalba, Maite Universidad Europea de Madrid, SpainWalkowiak, Krzysztof Wroclav University of Technology, PolandWanderley, Fernando FCT/UNL, PortugalWei Hoo, Chong Motorola, USAXia, Feng Dalian University of Technology (DUT), ChinaYamauchi, Toshihiro Okayama University, JapanYeoum, Sanggil Sungkyunkwan University, South KoreaYirsaw, Ayalew University of Botswana, BostwanaYujie, Liu Southeast Jiaotong University, ChinaZafer, Agacik American University of the Middle East in Kuwait,

KuwaitZalyubovskiy, Vyacheslav Russian Academy of Sciences, RussiaZeile, Peter Technische Universitat Kaiserslautern, GermanyŽemlička, Michal Charles University, Czech RepublicZivkovic, Ljiljana Republic Agency for Spatial Planning, BelgradeZunino, Alejandro Universidad Nacional del Centro, Argentina

XX Organization

Sponsoring Organizations

ICCSA 2016 would not have been possible without the tremendous support of manyorganizations and institutions, for which all organizers and participants of ICCSA 2016express their sincere gratitude:

Springer International Publishing AG, Switzerland(http://www.springer.com)

NVidia Co., USA(http://www.nvidia.com)

Beijing University of Post and Telecommunication, China(http://english.bupt.edu.cn/)

State Key Laboratory of Networking and Switching Technology, China

University of Perugia, Italy(http://www.unipg.it)

Organization XXI

University of Basilicata, Italy(http://www.unibas.it)

Monash University, Australia(http://monash.edu)

Kyushu Sangyo University, Japan(www.kyusan-u.ac.jp)

Universidade do Minho, Portugal(http://www.uminho.pt)

XXII Organization

Contents – Part II

High Performance Computing and Networks

Parallel Sparse Matrix-Vector Multiplication Using Accelerators . . . . . . . . . . 3Hiroshi Maeda and Daisuke Takahashi

On the Cluster-Connectivity of Wireless Sensor Networks . . . . . . . . . . . . . . 19H.K. Dai and H.C. Su

A PBIL for Load Balancing in Network Coding Based Multicasting . . . . . . . 34Huanlai Xing, Ying Xu, Rong Qu, and Lexi Xu

A Proposed Protocol for Periodic Monitoring of Cloud Storage ServicesUsing Trust and Encryption . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45

Alexandre Pinheiro, Edna Dias Canedo, Rafael Timóteo de Sousa Jr.,and Robson de Oliveira Albuquerque

Implementation of Multiple-Precision Floating-Point Arithmetic on IntelXeon Phi Coprocessors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60

Daisuke Takahashi

Towards a Sustainable Architectural Design by an Adaptation of theArchitectural Driven Design Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71

Luis Villa, Ivan Cabezas, Maria Lopez, and Oscar Casas

The Design and Implementation on the Android Application ProtectionSystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87

Cui Haoliang, Huang Ruqiang, Shi Chengjie, and Niu Shaozhang

Extending the ITU-T G.1070 Opinion Model to Support CurrentGeneration H.265/HEVC Video Codec . . . . . . . . . . . . . . . . . . . . . . . . . . . 106

Debajyoti Pal, Tuul Triyason, and Vajirasak Vanijja

New Advantages of Using Chains in Computing Multiple s� tProbabilistic Connectivity. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117

Alexey S. Rodionov and Denis A. Migov

A Delay-Driven Switching-Based Broadcasting Schemein Low-Duty-Cycled Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . 129

Dung T. Nguyen, Vyacheslav V. Zalyubovskiy, Thang Le-Duc,Duc-Tai Le, and Hyunseung Choo

Memory-Aware Scheduling for Mixed-Criticality Systems . . . . . . . . . . . . . . 140Zheng Li and Li Wang

A Generalized Ant Routing Mechanism Framework in MobileP2P Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157

Dapeng Qu, Di Zhang, Dengyu Liang, Xingwei Wang, and Min Huang

WACA: WearAble Device Based Home Control Assistant Framework . . . . . 170Bonhyun Koo, Simon Kong, Hyejung Cho, and Lynn Choi

Media, Screen, Input, and Context Sharing System for D2D Servicesin Smart TV 2.0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 180

Taeho Kong, Junghyun Bum, and Hyunseung Choo

Indoor Location: An Adaptable Platform . . . . . . . . . . . . . . . . . . . . . . . . . . 195Mário Melo, Gibeon Aquino, and Itamir Morais

Sequential and Parallel Hybrid Approaches of Augmented Neural Networksand GRASP for the 0-1 Multidimensional Knapsack Problem. . . . . . . . . . . . 207

Bianca de Almeida Dantas and Edson Norberto Cáceres

Computational Verification of Network Programs for Several OpenFlowSwitches in Coq . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223

Hiroaki Date and Noriaki Yoshiura

Parallelizing Simulated Annealing Algorithm in Many IntegratedCore Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239

Junhao Zhou, Hong Xiao, Hao Wang, and Hong-Ning Dai

On Efficient SC-Based Soft Handoff Scheme in Proxy MobileIPv6 Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251

Byunghun Song, Youngmin Kwon, Hana Jang, Jongpil Jeong,and Jun-Dong Cho

Distributed Computing Infrastructure Based on DynamicContainer Clusters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263

Vladimir Korkhov, Sergey Kobyshev, Artem Krosheninnikov,Alexander Degtyarev, and Alexander Bogdanov

Building a Virtual Cluster for 3D Graphics Applications . . . . . . . . . . . . . . . 276Alexander Bogdanov, Andrei Ivashchenko, Alexey Belezeko,Vladimir Korkhov, Nataliia Kulabukhova, Dmitry Khmel, Sofya Suslova,Evgeniya Milova, and Konstantin Smirnov

Great Deluge and Extended Great Deluge Based Job Scheduling in GridComputing Using GridSim . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292

Omid Seifaddini, Azizol Abdullah, Abdullah Muhammed,and Masnida Hussin

Employing Docker Swarm on OpenStack for Biomedical Analysis . . . . . . . . 303Christoph Jansen, Michael Witt, and Dagmar Krefting

XXIV Contents – Part II

Untangling the Edits: User Attribution in Collaborative Report Writingfor Emergency Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319

Adrian Shatte, Jason Holdsworth, and Ickjai Lee

An Improved Reconfiguration Algorithm for VLSI Arrays with A-Star . . . . . 331Junyan Qian, Zhide Zhou, Lingzhong Zhao, and Tianlong Gu

Performance Evaluation of MAC Protocols in Energy Harvesting WirelessSensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 344

Vladimir Shakhov

Fog Networking: An Enabler for Next Generation Internet of Things. . . . . . . 353Saad Qaisar and Nida Riaz

Application of Optimization of Parallel Algorithms to Queriesin Relational Databases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 366

Yulia Shichkina, Alexander Degtyarev, Dmitry Gushchanskiy,and Oleg Iakushkin

Factory: Master Node High-Availability for Big Data Applicationsand Beyond . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 379

Ivan Gankevich, Yuri Tipikin, Vladimir Korkhov, Vladimir Gaiduchok,Alexander Degtyarev, and Alexander Bogdanov

Petri Nets for Modelling of Message Passing Middleware in CloudComputing Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 390

Oleg Iakushkin, Yulia Shichkina, and Olga Sedova

Geometric Modeling, Graphics and Visualization

A Comparative Study of LOWESS and RBF Approximationsfor Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405

Michal Smolik, Vaclav Skala, and Ondrej Nedved

Improving the ANN Classification Accuracy of Landsat Data ThroughSpectral Indices and Linear Transformations (PCA and TCT) Aimedat LU/LC Monitoring of a River Basin . . . . . . . . . . . . . . . . . . . . . . . . . . . 420

Antonio Novelli, Eufemia Tarantino, Grazia Caradonna, Ciro Apollonio,Gabriella Balacco, and Ferruccio Piccinni

Automatic Temporal Segmentation of Articulated Hand Motion . . . . . . . . . . 433Katharina Stollenwerk, Anna Vögele, Björn Krüger, André Hinkenjann,and Reinhard Klein

A Method for Predicting Words by Interpreting Labial Movements . . . . . . . . 450Osvaldo Gervasi, Riccardo Magni, and Matteo Ferri

Contents – Part II XXV

A New 3D Augmented Reality Application for Educational Games to HelpChildren in Communication Interactively . . . . . . . . . . . . . . . . . . . . . . . . . . 465

Chutisant Kerdvibulvech and Chih-Chien Wang

An Improved, Feature-Centric LoG Approach for Edge Detection . . . . . . . . . 474Jianping Hu, Xin Tong, Qi Xie, and Ling Li

The Use of Geoinformation Technology, Augmented Realityand Gamification in the Urban Modeling Process . . . . . . . . . . . . . . . . . . . . 484

Miłosz Gnat, Katarzyna Leszek, and Robert Olszewski

A Study of Virtual Reality Headsets and Physiological ExtensionPossibilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497

Thitirat Siriborvornratanakul

A Novel Integrated System of Visual Communication and TouchTechnology for People with Disabilities . . . . . . . . . . . . . . . . . . . . . . . . . . . 509

Chutisant Kerdvibulvech

A Multi-classifier Combination Method Using SFFS Algorithmfor Recognition of 19 Human Activities. . . . . . . . . . . . . . . . . . . . . . . . . . . 519

Feng Lu, Danfeng Wang, Haoying Wu, and Wei Xie

Embedded Implementation of Template Matching Using Correlationand Particle Swarm Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530

Yuri Marchetti Tavares, Nadia Nedjah, and Luiza de Macedo Mourelle

Visualizing High Dimensional Feature Space for Feature-BasedInformation Classification. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 540

Xiaokun Wang and Li Yang

Online Appearance Manifold Learning for Video Classificationand Clustering . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 551

Li Yang and Xiaokun Wang

Patch Based Face Recognition via Fast Collaborative Representation BasedClassification and Expression Insensitive Two-Stage Voting . . . . . . . . . . . . . 562

Decheng Yang, Weiting Chen, Jiangtao Wang, and Yan Xu

A Video Self-descriptor Based on Sparse Trajectory Clustering. . . . . . . . . . . 571Ana Mara de Oliveira Figueiredo, Marcelo Caniato,Virgínia Fernandes Mota, Rodrigo Luis de Souza Silva,and Marcelo Bernardes Vieira

Facial Expression Recognition Using String Grammar FuzzyK-Nearest Neighbor. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 584

Payungsak Kasemsumran, Sansanee Auephanwiriyakul,and Nipon Theera-Umpon

XXVI Contents – Part II

Living in the Golden Age of Digital Archaeology . . . . . . . . . . . . . . . . . . . . 597Rosa Lasaponara and Nicola Masini

Low Cost Space Technologies for Operational Change DetectionMonitoring Around the Archaeological Area of Esna-Egypt . . . . . . . . . . . . . 611

Rosa Lasaponara, Abdelaziz Elfadaly, and Wael Attia

Satellite Based Monitoring of Natural Heritage Sites: The Case Studyof the Iguazu Park. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 622

Antonio Lanorte, Angelo Aromando, Gabriele Nolè,and Rosa Lasaponara

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 633

Contents – Part II XXVII