Computational intelligence in industrial application : proceedings of the 2014 Pacific-Asia Workshop on Computer Science in Industrial Application (CIIA, December 8-9, 2014, Singapore)

These proceedings of the 2014 Pacific-Asia Workshop on Computational Intelligence in Industrial Application (CIIA 2014) include 81 peer-reviewed papers. The topics covered in the book include: (1) Computer Intelligence, (2) Application of Computer Science and Communication, (3) Industrial Engineering, Product Design and Manufacturing, (4) Automation and Control, Information Technology and MEMS. Front Cover 1 Table of contents 6 Preface 12 Organizing committee 14 Section 1: Computer intelligence 16 Research and implementation of component extraction based on design document 18 Learning to rank experts in heterogeneous academic networks through mutual reinforcement 24 Research on security defense model of oil & gas gathering and transferring scada based on factor neural network 32 Research and implementation of K-means algorithm based on Hama 38 Education in the age of big data 42 Research on FBN-based security defense model of oil and gas SCADA network 46 Investment Project Management Software System (IPMSS): ideas and practice 52 The pedestrian dectection algorithm with history tracking based on the vehicle vision 56 Exploration on teaching reform of competency-based “JSP web development” 62 Classification tag sorting algorithm based on web group behavior 66 Integration of autonomous, cooperative and exploratory learning in modern college education 74 Identifying optimum time interval in a sequence database 78 Introduction of uncertainty in complex event processing 84 QGA-SVM study on temperature compensation of liquid ammonia volumetric flowmeter 90 A NetFlow-based traffic and direction analysis software 96 Teaching method investigation in international education 104 Research and application of database course teaching methods 108 Application of multimedia and network in college English translation teaching 112 Application of multiple intelligences theory to the individualized teaching of college English in the multimedia and network environment 116 Indirect speech acts applied to the multimedia assisted college English listening teaching 120 A GIS simulation system development with offline GPS data generation 124 Temperature error compensation for fiber optic gyroscope based on CPSO-BP neural network 130 A hybrid method using aerial photograph to extract forest land area 136 Topology relations based on the integrative data model of vector and raster 142 Virtual machine migration strategy based on multi-objective optimization 148 Band selection for hyperspectral image based on differential evolution algorithm 152 Demeter satellite electric field signal mutation point detecting based on wavelet transform 156 Essential protein identification by a bootstrap k-nearest neighbor method based on improved edge clustering coefficient 160 Research of customer churn warning model for a mobile internet company 166 An energy consumption model for the cooperative communication in wireless ad hoc networks 170 Section 2: Application of computer science and communication 176 Research on a hierarchical solution to security of cloud computing 178 Exploration of improving graduates’ English scientific and technological writing 182 MOOC and advanced education reform in China 186 Survey of information literacy of foreign language teachers in universities 190 Fast single image dehazing method based on physical model 194 The study of visual elements design based on user experience in web design 200 Weight calculation of the railway signal infrastructure fault attributes based on rough set 204 Data fusion of cyber physical systems 208 Convergence analyses for the FOM and GMRES algorithm 212 Centralized log server construction and application in network management 218 Intrusion detection and response based on data mining and intelligent agents 222 A strong-security protocol based on AES algorithm for passive RFID tags 226 An optimized nonlinear grey Bernoulli model and its application for epidemic prediction 234 Study on communication interface solutions between FPGA and DSP 242 Three novel chaotic polynomials for image encryption using three different MOD operators 250 Energy consumption performance of TMN based on data packet set 258 Study on synthetic aperture sonar imaging algorithm of UUV 264 Evolutionary games on a spatial network model 272 Adaptive road-restricted vehicle detection on aerial image sequence 278 The exploration and practice of ERP and E-business application technical talents training 286 Dynamic linkages between exchange rates and stock prices 290 Application of MRTD on novel ultra-wideband bandpass filter 296 Wavelet process neural network for power load forecasting 300 Section 3: Industrial engineering, product design and manufacturing 306 Study on the influence of the spindle system joints on the dynamic characteristics of a spindle system 308 The study of static and dynamic characteristics of hydrostatic rotary tables 314 Research on the effect of interference fit in the dynamic characteristics of high-speed angular contact ball bearing 320 Simulation and optimization of manufacturing enterprise warehousing system based on Witness 328 The study on isolation measures of heavy nc machine tools 334 Methodology for the integrated planning of schedule and cost based on wbs and critical chain 338 Research on multivariant data integration based on virtual prototyping 342 Characteristics of flow for three-outlet centrifugal fan based on MRF method and SMM method 348 Dynamic performance of cycloid bevel gear with bionic stripe surface micro-morphology 354 Application of ANSYS transient thermal model on reservoir development in deformable media 360 An approach for the balancing and sequencing problem in the mixed-model U-line 366 Study on evaluation system of industrial clusters innovation ability 372 New construction building epidermis digitized 378 Discovering scheduling rules with a machine learning approach based on GEP and PSO for dynamic scheduling problems in shop floor 380 A new processing technology of solidified soybean yogurt 386 Section 4: Automation and control, information technology and MEMS 392 Reliability analysis of two dissimilar components parallel systems under Poisson shocks 394 Research and optimization of micro-oil ignition system relates to the protection logic for 350MW opposed fire boiler 400 The intelligent control system of agricultural greenhouses based on Internet of Things 404 Data warehouse quality control scheme for electricity market analysis 408 Study on the structure and control modes of the microgrid 414 Research on flow control characteristics of LS and LUDV based on AMESim 422 “S” shape walking path design of a new car without carbon 426 Research on the method of automatic recognition of DMI information of CTCS-3 onboard equipment 430 Research on the method and tool for automated generation of test data for CTCS-3 on-board equipment 436 Design and implementation of CTCS-3 on-board equipment testing software based on multithreading 442 Fuzzy optimal selection of similar slope for evaluation of slope stability 448 Research on the automatic analysis and validation methodology of the CTCS-3 onboard equipment testing results 452 Design and optimization of a new remotely controllable structure health monitoring system using FBG sensors 456