000891851 000__ 12540cam\a2200565Ii\4500
000891851 001__ 891851
000891851 005__ 20230306150224.0
000891851 006__ m\\\\\o\\d\\\\\\\\
000891851 007__ cr\cn\nnnunnun
000891851 008__ 190703s2019\\\\sz\a\\\\ob\\\\101\0\eng\d
000891851 020__ $$a9783030227449$$q(electronic book)
000891851 020__ $$a3030227448$$q(electronic book)
000891851 020__ $$z9783030227432
000891851 035__ $$aSP(OCoLC)on1107216968
000891851 035__ $$aSP(OCoLC)1107216968
000891851 040__ $$aZ5A$$beng$$erda$$epn$$cZ5A$$dGW5XE$$dOCLCQ$$dYDXIT
000891851 049__ $$aISEA
000891851 050_4 $$aQA75.5$$b.I23 2019
000891851 08204 $$a004$$223
000891851 1112_ $$aICCS (International Conference on Computer Science)$$n(19th :$$d2019 :$$cFaro, Portugal)
000891851 24510 $$aComputational science -- ICCS 2019 :$$b19th International Conference, Faro, Portugal, June 11-14, 2019, proceedings.$$nPart III /$$cJoão M.F. Rodrigues, Pedro J.S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot (Eds.).
000891851 2463_ $$aICCS 2019
000891851 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2019]
000891851 300__ $$a1 online resource
000891851 336__ $$atext$$btxt$$2rdacontent
000891851 337__ $$acomputer$$bc$$2rdamedia
000891851 338__ $$aonline resource$$bcr$$2rdacarrier
000891851 347__ $$atext file$$bPDF$$2rda
000891851 4901_ $$aLecture notes in computer science ;$$v11538
000891851 504__ $$aIncludes bibliographical references and author index.
000891851 50500 $$tTrack of Biomedical and Bioinformatics Challenges for Computer Science --$$tParallelization of an Algorithm for Automatic Classification of Medical Data /$$rVictor M. Garcia-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara --$$tThe Chain Alignment Problem /$$rLeandro Lima, Said Sadique Adi --$$tComparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study /$$rValentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli --$$tAutomated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method /$$rBo Miao, Junling Guan, Liangliang Zhang, Qingfang Meng, Yulin Zhang --$$tAn Approach for Semantic Data Integration in Cancer Studies /$$rIliyan Mihaylov, Maria Nisheva-Pavlova, Dimitar Vassilev --$$tA Study of the Electrical Propagation in Purkinje Fibers /$$rLucas Arantes Berg, Rodrigo Weber dos Santos, Elizabeth M. Cherry --$$tA Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure Prediction /$$rPedro H. Narloch, Márcio Dorn --$$tA Multi-objective Swarm-Based Algorithm for the Prediction of Protein Structures /$$rLeonardo de Lima Corrêa, Márcio Dorn --$$tCombining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological Models /$$rGustavo Montes Novaes, Joventino Oliveira Campos, Enrique Alvarez-Lacalle, Sergio Alonso Muñoz, Bernardo Martins Rocha, Rodrigo Weber dos Santos --$$tA Cloud Architecture for the Execution of Medical Imaging Biomarkers /$$rSergio López-Huguet, Fabio García-Castro, Angel Alberich-Bayarri, Ignacio Blanquer --$$tA Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular Docking /$$rPablo Felipe Leonhart, Pedro Henrique Narloch, Márcio Dorn --$$tParallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization Package /$$rMónica Chillarón, Vicente Vidal, Gumersindo Verdú --$$tTrack of Classifier Learning from Difficult Data --$$tARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark /$$rJorge Gonzalez-Lopez, Sebastian Ventura, Alberto Cano --$$tOn the Role of Cost-Sensitive Learning in Imbalanced Data Oversampling /$$rBartosz Krawczyk, Michal Wozniak --$$tCharacterization of Handwritten Signature Images in Dissimilarity Representation Space /$$rVictor L.F. Souza, Adriano L.I. Oliveira, Rafael M.O. Cruz, Robert Sabourin --$$tMissing Features Reconstruction and Its Impact on Classification Accuracy /$$rMagda Friedjungová, Marcel Jiřina, Daniel Vašata --$$tA Deep Malware Detection Method Based on General-Purpose Register Features /$$rFang Li, Chao Yan, Ziyuan Zhu, Dan Meng --$$tA Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance /$$rDina Elreedy, Amir F. Atiya --$$tForecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods /$$rEgor Shikov, Klavdiya Bochenina --$$tRecognizing Faults in Software Related Difficult Data /$$rMichał Choraś, Marek Pawlicki, Rafał Kozik --$$tTrack of Computational Finance and Business Intelligence --$$tResearch on Knowledge Discovery in Database of Traffic Flow State Based on Attribute Reduction /$$rJia-lin Wang, Xiao-lu Li, Li Wang, Xi Zhang, Peng Zhang, Guang-yu Zhu --$$tFactor Integration Based on Neural Networks for Factor Investing /$$rZhichen Lu, Wen Long, Jiashuai Zhang, Yingjie Tian --$$tA Brief Survey of Relation Extraction Based on Distant Supervision /$$rYong Shi, Yang Xiao, Lingfeng Niu --$$tShort-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network /$$rTianlin Zhang, Ying Liu, Zhenyu Cui, Jiaxu Leng, Weihong Xie, Liang Zhang --$$tPortfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting /$$rAndrés Arévalo, Diego León, German Hernandez --$$tA Computational Technique for Asian Option Pricing Model /$$rManisha, S. Chandra Sekhara Rao --$$tImproving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks /$$rDouglas Castilho, João Gama, Leandro R. Mundim, André C.P.L.F. de Carvalho --$$tTrack of Computational Optimization, Modelling and Simulation --$$tComparison of Constraint-Handling Techniques for Metaheuristic Optimization /$$rXing-Shi He, Qin-Wei Fan, Mehmet Karamanoglu, Xin-She Yang --$$tDynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics /$$rEneko Osaba, Miren Nekane Bilbao, Andres Iglesias, Javier Del Ser, Akemi Galvez, Iztok Fister Jr. et al. --$$tBat Algorithm for Kernel Computation in Fractal Image Reconstruction /$$rAkemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias --$$tHeuristic Rules for Coordinated Resources Allocation and Optimization in Distributed Computing /$$rVictor Toporkov, Dmitry Yemelyanov --$$tNonsmooth Newton's Method: Some Structure Exploitation /$$rAlberto De Marchi, Matthias Gerdts --$$tFully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks /$$rBruno R.C. Magalhães, Thomas Sterling, Michael Hines, Felix Schürmann --$$tApplication of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of Death /$$rPiotr Sliwka --$$tImproving ODE Integration on Graphics Processing Units by Reducing Thread Divergence /$$rThomas Kovac, Tom Haber, Frank Van Reeth, Niel Hens --$$tData Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction /$$rMichael Retzlaff, Todd Munson, Zichao (Wendy) Di --$$tAn Algorithm for Hydraulic Tomography Based on a Mixture Model /$$rCarlos Minutti, Walter A. Illman, Susana Gomez --$$tRapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging /$$rXiaosong Du, Leifur Leifsson, Slawomir Koziel --$$tAccelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization /$$rAlp Dener, Todd Munson --$$tReduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates /$$rSlawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson --$$tAn Algorithm for Selecting Measurements with High Information Content Regarding Parameter Identification /$$rChristian Potthast --$$tOptimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell /$$rVictor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra --$$tSurrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão Inlet /$$rEduardo González-Gorbeña, André Pacheco, Theocharis A. Plomaritis, Óscar Ferreira, Cláudia Sequeira, Theo Moura --$$tTime-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations /$$rGenaro Peque Jr., Hiro Harada, Takamasa Iryo --$$tEvaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral Methods /$$rFilip Vaverka, Bradley E. Treeby, Jiri Jaros --$$tTrack of Computational Science in IoT and Smart Systems --$$tFog Computing Architecture Based Blockchain for Industrial IoT /$$rSu-Hwan Jang, Jo Guejong, Jongpil Jeong, Bae Sangmin --$$tExploration of Data from Smart Bands in the Cloud and on the Edge -- The Impact on the Data Storage Space /$$rMateusz Gołosz, Dariusz Mrozek --$$tSecurity of Low Level IoT Protocols /$$rDamas P. Gruska, M.
000891851 50500 $$tCarmen Ruiz --$$tFogFlow -- Computation Organization for Heterogeneous Fog Computing Environments /$$rJoanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch --$$tResearch and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and Kafka /$$rYuansheng Lou, Lin Chen, Feng Ye, Yong Chen, Zihao Liu --$$tEnhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach /$$rGonçalo Marques, Diogo Aleixo, Rui Pitarma --$$tNoise Mapping Through Mobile Crowdsourcing for Enhanced Living Environments /$$rGonçalo Marques, Rui Pitarma --$$tEnvironmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things Platform /$$rGonçalo Marques, Rui Pitarma --$$tCombining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance /$$rAnna Wachowicz, Bożena Małysiak-Mrozek, Dariusz Mrozek --$$tCollaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of Systems /$$rYing Zhao, Charles C. Zhou --$$tComputationally Efficient Classification of Audio Events Using Binary Masked Cochleagrams /$$rTomasz Maka.
000891851 506__ $$aAccess limited to authorized users.
000891851 520__ $$a"The five-volume set LNCS 11536, 11537, 11538, 11539, and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019"--Publisher's website.
000891851 588__ $$aDescription based on online resource; title from digital title page (viewed on July 23, 2019).
000891851 650_0 $$aComputer science$$vCongresses.
000891851 650_0 $$aComputational complexity$$vCongresses.
000891851 7001_ $$aRodrigues, João M. F.,$$eeditor.
000891851 7001_ $$aCardoso, Pedro J. S.,$$eeditor.
000891851 7001_ $$aMonteiro, Janio,$$eeditor.
000891851 7001_ $$aLam, Roberto,$$eeditor.
000891851 7001_ $$aKrzhizhanovskaya, Valeria V.,$$eeditor.
000891851 7001_ $$aLees, Michael H.,$$eeditor.
000891851 7001_ $$aDongarra, Jack J.,$$eeditor.
000891851 7001_ $$aSloot, Peter M. A.,$$eeditor.
000891851 830_0 $$aLecture notes in computer science ;$$v11538.
000891851 85280 $$bebk$$hSpringerLink
000891851 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-22744-9$$zOnline Access$$91397441.1
000891851 909CO $$ooai:library.usi.edu:891851$$pGLOBAL_SET
000891851 980__ $$aEBOOK
000891851 980__ $$aBIB
000891851 982__ $$aEbook
000891851 983__ $$aOnline
000891851 994__ $$a92$$bISE