Transactions on Computational Science XXXIV PDF
Preview Transactions on Computational Science XXXIV
e n i l b u S l a n r u Transactions on o J 0 Computational 2 8 1 1 S Science XXXIV C N L Marina L. Gavrilova · C. J. Kenneth Tan Editors-in-Chief Lecture Notes in Computer Science 11820 Founding Editors Gerhard Goos Karlsruhe Institute of Technology, Karlsruhe, Germany Juris Hartmanis Cornell University, Ithaca, NY, USA Editorial Board Members Elisa Bertino Purdue University, West Lafayette, IN, USA Wen Gao Peking University, Beijing, China Bernhard Steffen TU Dortmund University, Dortmund, Germany Gerhard Woeginger RWTH Aachen, Aachen, Germany Moti Yung Columbia University, New York, NY, USA More information about this series at http://www.springer.com/series/8183 Marina L. Gavrilova C. J. Kenneth Tan (Eds.) (cid:129) Transactions on Computational Science XXXIV 123 Editors-in-Chief Marina L. Gavrilova C. J.Kenneth Tan Department ofComputer Science SardinaSystems OÜ University of Calgary Tallinn, Estonia Calgary, AB,Canada ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISSN 1866-4733 ISSN 1866-4741 (electronic) Transactions onComputational Science ISBN 978-3-662-59957-0 ISBN978-3-662-59958-7 (eBook) https://doi.org/10.1007/978-3-662-59958-7 ©Springer-VerlagGmbHGermany,partofSpringerNature2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringer-VerlagGmbH,DE partofSpringerNature Theregisteredcompanyaddressis:HeidelbergerPlatz3,14197Berlin,Germany LNCS Transactions on Computational Science Computational science, an emerging and increasingly vital field, is now widely recognized as an integral part of scientific and technical investigations, affecting researchers and practitioners in areas ranging from aerospace and automotive research tobiochemistry,electronics,geosciences,mathematics,andphysics.Computersystems researchandtheexploitationofappliedresearchnaturallycomplementeachother.The increasedcomplexityofmanychallengesincomputationalsciencedemandstheuseof supercomputing, parallel processing, sophisticated algorithms, and advanced system software and architecture. It is therefore invaluable to have input by systems research experts in applied computational science research. TransactionsonComputationalSciencefocusesonoriginalhigh-qualityresearchin the realm of computational science in parallel and distributed environments, also encompassingtheunderlyingtheoreticalfoundationsandtheapplicationsoflarge-scale computation. The journal offers practitioners and researchers the opportunity to share computa- tional techniquesandsolutionsinthisarea, toidentifynewissues,andtoshape future directions for research, and it enables industrial users to apply leading-edge, large-scale, high-performance computational methods. Inadditiontoaddressingvariousresearchandapplicationissues,thejournalaimsto present material that is validated – crucial to the application and advancement of the researchconductedinacademicandindustrialsettings.Inthisspirit,thejournalfocuses on publications that present results and computational techniques that are verifiable. Scope The scope of the journal includes, but is not limited to, the following computational methods and applications: – Aeronautics and Aerospace – Astrophysics – Big Data Analytics – Bioinformatics – Biometric Technologies – Climate and Weather Modeling – Communication and Data Networks – Compilers and Operating Systems – Computer Graphics – Computational Biology – Computational Chemistry – Computational Finance and Econometrics vi LNCSTransactions onComputational Science – Computational Fluid Dynamics – Computational Geometry – Computational Number Theory – Data Representation and Storage – Data Mining and Data Warehousing – Information and Online Security – Grid Computing – Hardware/Software Co-design – High-Performance Computing – Image and Video Processing – Information Systems – Information Retrieval – Modeling and Simulations – Mobile Computing – Numerical and Scientific Computing – Parallel and Distributed Computing – Robotics and Navigation – Supercomputing – System-on-Chip Design and Engineering – Virtual Reality and Cyberworlds – Visualization Editorial TheTransactionsonComputationalSciencejournalispublishedaspartoftheSpringer series Lecture Notes in Computer Science, and is devoted to a range of computational science issues, from theoretical aspects to application-dependent studies and the vali- dation of emerging technologies. Thejournalfocusesonoriginalhigh-qualityresearchintherealm ofcomputational science in parallel and distributed environments, encompassing the theoretical foun- dations and the applications of large-scale computations and massive data processing. Practitionersandresearcherssharecomputationaltechniquesandsolutionsinthefield, identify new issues, and shape future directions for research, as well as enable industrial users to apply the presented techniques. The current issue is devoted to research on data analytics using machine learning and pattern recognition, with applications in wireless networks, databases, and remo- tely sensed data. It is comprised of seven regular papers. The first paper introduces a machine learning method to extract meaningful signa- turesfromtheunstructureddatausingahybridapproach.Theresearchisvalidatedbya collectionofsatelliteimagesandestablishessuperiorityofthemethodovertraditional approaches for identification of important information from remotely sensed data. The second article continues thetopic ofdata mining, inthe contextofKnowledge DiscoveryinDatabases(KDD),andpresentsanewmethodfordiscoveringinteresting, valid,meaningful,andpreviouslyunknownpatternsfromalargeamountofdatausing a grid-based clustering for aggregate pattern mining. The thirdarticle isanextendedjournalversion ofaconferencepaper that appeared in the proceedings of the International Conference on Computational Science and its Applications in 2016. It presents a comprehensive study of three different approaches to point placement on a line problem in an inexact model. The forth article continues the topic of geometric processing and presents a new library that could be highly useful for researchers developing meshing algorithms and analysis tools for general polygonal and polyhedral meshes. The fifth article presents a mechanism for trust computation in VANET cloud. The proposed algorithm takes into consideration the uncertainty and fuzziness associate with trust valuesbyincorporatingDST(Dempster ShaferTheory)andfuzzy analyzer. The sixth paper of the issue demonstrates the effectiveness of cooperative com- munication approach for a Wireless Sensor Network (WSN) deployed in a snowy environment. The final paper presents a built-in self-reconfiguring system for mesh-connected processor arrays, where faulty processing elements are compensated for by spare processing elements located on the diagonal. It is effective in enhancing the run-time reliability of a processor array in mission critical systems. We thank all of the reviewers for their diligence in making recommendations and evaluatingrevisedversionsofthepaperspresentedinthisTCSjournalissue.Wewould viii Editorial also like to thank all of the authors for submitting their papers to the journal and the associate editors for their valuable work. Itisourhopethatthiscollectionofsevenarticlespresentedinthisspecialissuewill be a valuable resource for Transactions on Computational Science readers and will stimulate further research in the vibrant field of computational science theory and applications. June 2019 Marina L. Gavrilova C. J. Kenneth Tan LNCS Transactions on Computational Science – Editorial Board Marina L. Gavrilova, University of Calgary, Canada Editor-in-Chief Chih Jeng Kenneth Tan, Sardina Systems, Estonia Editor-in-Chief Tetsuo Asano JAIST, Japan Brian A. Barsky University of California at Berkeley, USA Alexander V. Bogdanov Institute for High Performance Computing and Data Bases, Russia Martin Buecker Aachen University, Germany Rajkumar Buyya University of Melbourne, Australia Hyungseong Choo Sungkyunkwan University, South Korea Danny Crookes Queen’s University Belfast, UK Tamal Dey Ohio State University, USA Ivan Dimov Bulgarian Academy of Sciences, Bulgaria Magdy El-Tawil Cairo University, Egypt Osvaldo Gervasi Università degli Studi di Perugia, Italy Christopher Gold University of Glamorgan, UK Rodolfo Haber Council for Scientific Research, Spain Andres Iglesias University of Cantabria, Spain Deok-Soo Kim Hanyang University, South Korea Stanislav V. Klimenko Institute of Computing for Physics and Technology, Russia Ivana Kolingerova University of West Bohemia, Czech Republic Vipin Kumar Army High Performance Computing Research Center, USA Antonio Lagana Università degli Studi di Perugia, Italy D. T. Lee Institute of Information Science, Academia Sinica, Taiwan Laurence Liew Platform Computing, Singapore Nikolai Medvedev Novosibirsk Russian Academy of Sciences, Russia Graham M. Megson University of Reading, UK Edward D. Moreno UEA – University of Amazonas State, Brazil Youngsong Mun Soongsil University, South Korea Dimitri Plemenos Université de Limoges, France Viktor K. Prasanna University of Southern California, USA Muhammad Sarfraz KFUPM, Saudi Arabia Dale Shires Army Research Lab, USA Masha Sosonkina Ames Laboratory, USA Alexei Sourin Nanyang Technological University, Singapore
The list of books you might like
