Computational Intelligence in Industrial Application: Proceedings of the 2014 Pacific-Asia Workshop on Computer Science in Industrial Application (CIIA 2014), Singapore, December 8-9, 2014, 1st Edition (Hardback) book cover

Computational Intelligence in Industrial Application

Proceedings of the 2014 Pacific-Asia Workshop on Computer Science in Industrial Application (CIIA 2014), Singapore, December 8-9, 2014, 1st Edition

Edited by Yanglv Ling

CRC Press

446 pages

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Description

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.

Table of Contents

Preface

Organizing committee

Section 1: Computer intelligence

Research and implementation of component extraction based on design document 3

Y.Q. Shi, J.W. Zhou & X.Y. Guo

Learning to rank experts in heterogeneous academic networks through mutual reinforcement 9

Z.R. Liu, H.Y. Huang, X.C. Wei & X.L. Mao

Research on security defense model of oil & gas gathering and transferring scada based on factor neural network 17

P. Liang, X.D. Cao, Y. Qin, W.W. Zhang & Q.H. Hu

Research and implementation of K-means algorithm based on Hama 23

H.Y. Wei, H.L. Chen & L. You

Education in the age of big data 27

Y.L. Yang & H. Li

Research on fpn-based security defense model of oil and gas scada network 31

W.W. Zhang, X.D. Cao, Q.C. Hu, P. Liang & Y. Qin

Investment Project Management Software System (ipmss): ideas and practice 37

H. Xie & Q. Li

The pedestrian dectection algorithm with history tracking based on the vehicle vision 41

B. Zhao, D. Pang & M. Wang

Exploration on teaching reform of competency-based “jsp web development” 47

X.Z. Zhang

Classification tag sorting algorithm based on web group behavior 51

D. Gao & S.H. Guo

Integration of autonomous, cooperative and exploratory learning in modern college education 59

Y.H. Zhang, X.H. Su & H.L. Zhang

Identifying optimum time interval in a sequence database 63

A.K. Reshamwala & S.M. Mahajan

Introduction of uncertainty in complex event processing 69

N. Mao & J. Tan

Qga-svm study on temperature compensation of liquid ammonia volumetric flowmeter 75

T. Lin, P. Wu, F.M. Gao, Y. Yu & L.H. Wang

A NetFlow-based traffic and direction analysis software 81

Y. Chen & Y.J. Niu

Teaching method investigation in international education 89

M.Y. Xiao, Y.F. Nie & G. Crouk

Research and application of database course teaching methods 93

H.T. Wu

Application of multimedia and network in college English translation teaching 97

X.Y. Wang & T.H. Wang

Application of multiple intelligences theory to the individualized teaching of college English in the multimedia and network environment 101

X.Y. Wang & T.H. Wang

Indirect speech acts applied to the multimedia assisted college English listening teaching 105

X.Y. Wang & T.H. Wang

A gis simulation system development with offline gps data generation 109

Z.L. Wang, Y.F. Hua, B.G. Cai, Z.H. Huang, G.G. Wang & T.B. Zhang

Temperature error compensation for fiber optic gyroscope based on cpso-bp neural network 115

M. Jiang & Z.J. Liu

A hybrid method using aerial photograph to extract forest land area 121

C. Ran

Topology relations based on the integrative data model of vector and raster 127

Y.T. Jin, X.F. Yang, Y.C. Wang & Z.W. Zhang

Virtual machine migration strategy based on multi-objective optimization 133

Z.G. Chen & X.J. Wang

Band selection for hyperspectral image based on differential evolution algorithm 137

J. Wu & X. Li

Demeter satellite electric field signal mutation point detecting based on wavelet transform 141

Z.A. Pan & L.L. Zhao

Essential protein identification by a bootstrap k-nearest neighbor method based on improved edge clustering coefficient 145

Y.Q. Jiang, Y. Wang, G.S. Wang, G. Ou, C. Su & L. Huang

Research of customer churn warning model for a mobile internet company 151

C. Gui

An energy consumption model for the cooperative communication in wireless ad hoc networks 155

J. Tang, X. Zou, L. Dong & W. Wang

Section 2: Application of computer science and communication

Research on a hierarchical solution to security of cloud computing 163

L. Zhang

Exploration of improving graduates’ English scientific and technological writing 167

Y.L. Yang & H. Li

Mooc and advanced education reform in China 171

Y.L. Yang & H. Li

Survey of information literacy of foreign language teachers in universities 175

Y.L. Yang & H. Li

Fast single image dehazing method based on physical model 179

H.B. Liu, J. Yang, Z.P. Wu & Q.N. Zhang

The study of visual elements design based on user experience in web design 185

C. Gao & K.Q. Wang

Weight calculation of the railway signal infrastructure fault attributes based on rough set 189

Y.Q. Ai & H.B. Zhao

Data fusion of cyber physical systems 193

L. Chen, L.X. Shi & L.L. Kong

Convergence analyses for the fom and gmres algorithm 197

L. Li & G.L. Wu

Centralized log server construction and application in network management 203

J.N. Yang, J.K. Yang & K. Lin

Intrusion detection and response based on data mining and intelligent agents 207

Y.H. Wu & F.L. Zhou

A strong-security protocol based on aes algorithm for passive rfid tags 211

L.Q. Han, F. Yuan & Z.C. Xu

An optimized nonlinear grey Bernoulli model and its application for epidemic prediction 219

L.P. Zhang, Y.L. Zheng, Y.J. Zheng, K. Wang & X.L. Zhang

Study on communication interface solutions between fpga and dsp 227

B. Song, Y.S. Liu, L. Feng & Z.Y. Zhang

Three novel chaotic polynomials for image encryption using three different mod operators 235

H.B. Kekre, P. Halarnkar & T. Sarode

Energy consumption performance of tmn based on data packet set 243

J.S. Yuan & H.Y. Xiang

Study on synthetic aperture sonar imaging algorithm of uuv 249

N.Q. Fan, Y.M. Wang & Y.N. Gou

Evolutionary games on a spatial network model 257

Y.X. Li, Y.H. Chen & C.G. Huang

Adaptive road-restricted vehicle detection on aerial image sequence 263

S.Y. Zhang, Y.S. Li, J.W Guo & Z. Li

The exploration and practice of erp and E-business application technical talents training 271

C.Y. Chen, J.Y. Zhang & J.L. Liu

Dynamic linkages between exchange rates and stock prices 275

H. Guo, F. Qi & B.P. Tian

Application of mrtd on novel ultra-wideband bandpass filter 281

M.J. Fan

Wavelet process neural network for power load forecasting 285

Y. Li, D. Wang, N. Yu & F. Wang

Section 3: Industrial engineering, product design and manufacturing

Study on the influence of the spindle system joints on the dynamic characteristics of a

spindle system 293

Y.S. Zhao & Y.H. Li

The study of static and dynamic characteristics of hydrostatic rotary tables 299

C.P. Zhan, W.D. Pan, Z.F. Liu & Y.S. Zhao

Research on the effect of interference fit in the dynamic characteristics of high-speed angular contact ball bearing 305

T.N. Guo, X.C. Ma, Z.F. Liu, G. Li & W.D. Pan

Simulation and optimization of manufacturing enterprise warehousing system based on Witness 313

D.J. Pi & Q.S. Li

The study on isolation measures of heavy nc machine tools 319

Z.F. Liu, E.Z. Yang, G. Wang & F.P. Li

Methodology for the integrated planning of schedule and cost based on wbs and critical chain 323

Z.J. Jiang, Y.X. Tang, Z.R. Ma & H.Y. Liu

Research on multivariant data integration based on virtual prototyping 327

E.Z. Wang, M.Q. Luo, P.X. Zhao & H. Liu

Characteristics of flow for three-outlet centrifugal fan based on mrf method and smm method 333

J.W. Li, X.P. Zhong, J.L. Xie & J.J. Ye

Dynamic performance of cycloid bevel gear with bionic stripe surface micro-morphology 339

Z.F. Liu, X.F. Wang & Z.J. Cheng

Application of ansys transient thermal model on reservoir development in deformable media 345

M.X. Liu, J.H. Li, D.H. Liu, T. Jiang & L. Zhang

An approach for the balancing and sequencing problem in the mixed-model u-line 351

L. Nie, X.G. Wang, K. Liu & C.T. Pang

Study on evaluation system of industrial clusters innovation ability 357

M.J. Yin

New construction building epidermis digitized 363

Y. Li

Discovering scheduling rules with a machine learning approach based on gep and pso for dynamic scheduling problems in shop floor 365

X.G. Wang, L. Nie & Y.W. Bai

A new processing technology of solidified soybean yogurt 371

X.R. Liu, H.L. Ma & C.J. Li

Section 4: Automation and control, information technology and MEMS

Reliability analysis of two dissimilar components parallel systems under Poisson shocks 379

Y.T. Chen & X.Y. Meng

Research and optimization of micro-oil ignition system relates to the protection logic for 350mw opposed fire boiler 385

B. Lin & W.Y. Sui

The intelligent control system of agricultural greenhouses based on Internet of Things 389

F.P. Wang, X.Z. Li & Z.X. Liu

Data warehouse quality control scheme for electricity market analysis 393

Y.M. Guo, S.Y. Long, G.Q. Wang, Z.Y. Chen, H.C. Wang, W.Z. Zhang & Y.T. Zhao

Study on the structure and control modes of the microgrid 399

Q.H. Zhang, J.W. Liang, X.H. Shi, X.T. Wang, H.X. Wang & A.H. Liu

Research on flow control characteristics of ls and ludv based on AMESim 407

J.X. Li & Z.M. Kou

“S” shape walking path design of a new car without carbon 411

Y. Li

Research on the method of automatic recognition of dmi information of ctcs-3 onboard equipment 415

Y. Zhang & J.X. Wu

Research on the method and tool for automated generation of test data for ctcs-3 on-board equipment 421

Y. Zhang, Q. Huang & Y.T. Liang

Design and implementation of ctcs-3 on-board equipment testing software based on multithreading 427

Y. Zhang & B. Zhang

Fuzzy optimal selection of similar slope for evaluation of slope stability 433

X.H. Wang, D.S. Zhao & W.J. Liang

Research on the automatic analysis and validation methodology of the ctcs-3 onboard equipment testing results 437

Y. Zhang & W.T. Zhou

Design and optimization of a new remotely controllable structure health monitoring system using fbg sensors 441

W.J. Sheng & N. Yang

Author index

Subject Categories

BISAC Subject Codes/Headings:
MAT000000
MATHEMATICS / General
TEC009020
TECHNOLOGY & ENGINEERING / Civil / General
TEC009060
TECHNOLOGY & ENGINEERING / Industrial Engineering