A Medical Diagnosis Model Based on Pnn-Cadaboost Algorithm

2018 11th International Conference on Intelligent Computation Technology and

Automation (ICICTA 2018)

Changsha, China

22-23 September 2018

IEEE Catalog Number: CFP1888E-POD ISBN: 978-1-5386-8309-5

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2018 11th International Conference on Intelligent Computation Technology and Automation ICICTA 2018

Table of Contents

ICICTA 2018 Preface xiv ICICTA 2018 Organizing Committee xv ICICTA 2018 Reviewers xvi

Session 1: Intelligent Computation and Engineering Applications

A Medical Diagnosis Model Based on Pnn-Cadaboost Algorithm 1 Liu Shi-ya (Foshan University of Science and Technology), Cen Zhao-hua (Foshan University of Science and Technology), Liu Jing (Foshan University of Science and Technology), and Zhang Zhi-fei (Foshan University of Science and Technology) Abnormal Detection Research Based on Outlier Mining 5 Lei Zhang (Hexi University), Changjiang Liu (Troops 32153 PLA), Yong Chen (Army Artillery Training Base), and Shaowen Lao (Hexi University) Analysis of Chaos Optimization Algorithm Based on Homogenizing Regulator with Chebyshev Mapping 8 Huang Bin (Yunnan University), Bao Li-yong (Yunnan University), Ding Hong-wei (Yunnan University), and Zhao Lei (Yunnan University) Application of a Combinatorial Dic Algorithm in Sub-Pixel Displacement Measurement 13 Wanlong Ma (Anhui University), Pengxiang Ge (Anhui University), Pei Ye (Anhui University), and Guihua Li (Anhui University) Application of Dic Based on Inverse Compositional Algorithm in Fish Skin Tensile Test 17 Pengxiang Ge (Anhui University), Wanlong Ma (Anhui University), Mei Zhang (Anhui University), and Guihua Li (Anhui University) Automobile Sales Forecast In Panzhihua Region Based on Intelligent Fuzzy Evaluation 21 Zhou Zhen (Panzhihua University) and Zhou Zitong (Shanghai University of Engineering Science) Construction of University Student Sports Activity Tendency Model Based on Fuzzy Optimization Algorithm 27 Wan Nan (Jiangxi Science and Technology Normal University) and Wan Lu (Yuzhang Normal University)

v Investigating Lstm with k-Max Pooling for Text Classification 31 Bo Shu (Hefei University of Technology), Fuji Ren (Hefei University of Technology), and Yanwei Bao (Hefei University of Technology) Logistics Financial Risk Assessment Based on Hybrid Particle Swarm Optimization and Neural Network 35 Jiang Ting (Shanghai University) Multi-Label Emotion Classification for Imbalanced Chinese Corpus Based on CNN 38 Yanmin Xiang (Central South University) and Jin Zheng (Central South University) Pm2.5 Prediction Based on Neural Network 44 Zhencheng Wang (Guangxi University) and Zou Long (Guangxi University) Principle and Method of Measuring the Tensile Strength of Grass Carp Skin 48 Pei Ye (Anhui University), Pengxiang Ge (Anhui University), Wanlong Ma (Anhui University), and Guihua Li (Anhui University) Production Status of Apple Production and the Planning for Different Main Producing Areas in Beijing 52 Tianhong Li (China Agricultural University), Jiangchuan Fan (National Engineering Research Center for Information Technology in Agriculture), Jianhui Fang (Beijing Municipal Bureau of Landscape and Forestry), Peng Wang (China Agricultural University), and Zhaoquan Gao (Beijing Vocational College of Agriculture) Production Status of Pear Production and the Plannings for Different Main Producing Areas in Beijing 57 Tianhong Li (China Agricultural University), Jiangchuan Fan (National Engineering Research Center for Information Technology in Agriculture), Jianhui Fang (Beijing Municipal Bureau of Landscape and Forestry), Peng Wang (China Agricultural University), and Zhaoquan Gao (Beijing Vocational College of Agriculture) Research Progress on Detection Method of Train Operation Posture 62 Fegn Xiao-feng (Hunan Police Academy) Secondary Development of a Nonlinear Creep Model Based on Fractional Derivative in FLAC3D 67 Zhilei He (State Key Laboratory of Safety and Health for Metal Mines) and Bibo Dai (State Key Laboratory of Safety and Health for Metal Mines) Spatial Measurement Error Estimation of Coordinate Measuring Machine Based on Kernel Function 72 Mei Zhang (Anhui University), Pei Ye (Anhui University), and Yuemei Zhang (Anhui University) Study on Short-Term Predictions about Photovoltaic Output Power from Plants Lacking in Solar Radiation Data 75 Xiao-yu Shi (Xi’an University of Technology), Qiang Huang (Xi’an University of Technology), Jiang-feng Li (Xi’an University of Technology), and Xu-wen Lei (Xi’an University of Technology) The Model Building of Hierarchical English Machine Translation Depending on the Intelligent Fuzzy Decision Tree Algorithm 79 Xiong Yan (Jiangxi University of Traditional Chinese Medicine)

vi Three-Dimensional Geological Structure of Mesozoic Changdian Rock Mass in Eastern Liaoning 83 Zhu Ming (Jilin University), Xue Lin-Fu (Jilin University), and Jiang Yan (Shenzhen Investigation and Research Institute Co. Ltd.)

Session 2: Computer Vision and Image Processing

An Image Segmentation Algorithm Research Based on Optimized PCNN 86 Zhang Jieyu (China Pharmaceutical University) and Huang Jindan (China Pharmaceutical University) Analysis of Multidimensional Representation of Visual Aesthetic Elements in Graphic Design 91 Chen Ying (ChiFeng Industry Vocational Technology College) Design of Innovative Experiment Platform for Network Courses of Modern Educational Technology Based on Virtual Reality 97 Hai Jiang (Hulunbeier College) Emotion Recognition and Channel Selection Based on EEG Signal 101 Laiyuan Tong (Guangxi University), Jinchuang Zhao (Guangxi University), and Wenli Fu (Guangxi University) Feature Recognition of Concave-Convex Shape Based on Single Image 106 Miao Huicui (Shandong Normal University), Wang Jihua (Shandong Normal University), and Zhang Quanying (Shandong Normal University) Improved Multi-Source Color Transfer Algorithm by Saliency Filters 111 Wei Peng (Central South University) and Hong Li (Central South University) Noise Reduction Analysis of Rolling Bearing Vibration Signal Based on Time Domain Synchronization 116 Jiang Haiyan (Hunan Railway Professional Technology College) Robust Techniques for Sequential Signal Separation 120 Yongjian Zhao (Shandong University) and Bin Jiang (Shandong University) Satellite Cloud Architecture Based on Resource Virtualization Technology 125 Jun Long (Central South University), Cong Li (Central South University), Lei Zhu (Central South University), Junfeng Liu (Central South University), and Yimo Kang (Central South University) Simulation Experiment of Physical Model of Electrical Impedance Scanning Imaging (PMEISI) Based on Bayesian Network Knowledge Synthesis Algorithm 130 Fang Luxian (Wuhan Institute of Technology) Three-Dimensional Infrared Dynamic Image Global Reconstruction Algorithm Based on Feature Shift Error 134 Wang Tingting (Linyi University Yishui Campus)

vii Session 3: Computer Networks and Communication

A Camera Network Topology Estimation Based on Blind Distance 138 Tan Feigang (Shenzhen Institute of Information Technology), Zhao Xiaoju (Shenzhen Institute of Information Technology), Liao Quanmi (Shenzhen Institute of Information Technology), and Li Jianyi (Shenzhen Institute of Information Technology) Chinese Traditional Handicrafts in Promoting the Design Expression of Modern Creativity Based on Computer Multimedia Technology 141 Shanshan He (Guangxi Arts Institute) Design of Radar Fault Detection System Based on Multi-Distributed Machine 146 Peng Zhang (Army Engineering University of PLA) and Wei Wang (Army Engineering University of PLA) Energy Saving Design of Distribution Network Based on Computer Intelligent Platform 151 Pang Chun (State Grid East Inner Mongolia Economic Research Institute), Yu Huifeng (State Grid East Inner Mongolia Economic Research Institute), Xiao Xingyuan (State Grid East Inner Mongolia Economic Research Institute), Bai Zhichao (State Grid East Inner Mongolia Economic Research Institute), Wu Riya (State Grid East Inner Mongolia Economic Research Institute), and Li Meiting (State Grid East Inner Mongolia Economic Research Institute) Improvement of Defects In Soil Moisture Monitoring of Wireless Sensor Network by Mobile Sensor Platform 156 Zhu Cheng (Anhui University), Su Yu (Hefei Yuren Technology Development Co., Ltd.), Zede Zhu (Science and Technology on Communication Networks Laboratory), Limin Zhang (Anhui University), Zhide Zhang (Anhui University), Ziyang Leng (Anhui University), and Yahui Su (Anhui University) Network Equipment Safety Assessment Based on Alert Data 161 Lu Chen (Global Energy Interconnection Research Institute), Zesheng Xi (Global Energy Interconnection Research Institute), Zi’ang Lu (Global Energy Interconnection Research Institute), and Mu Chen (Global Energy Interconnection Research Institute) Research and Implementation of Anti-Jamming Methods for Military Communication 167 Wang Rui (Dalian Naval Academy) Research on iOS Application of Internal Privacy Leakage Detection Technology 172 Lu Chen (Global Energy Interconnection Research Institute), Congcong Shi (Global Energy Interconnection Research Institute), Yuanyuan Ma (Global Energy Interconnection Research Institute), and Zhipeng Shao (Global Energy Interconnection Research Institute) Study on the Effect of Wireless Channel Rate on Transmission Performance of Heterogeneous Networks 178 Xie Donghong (National University of Defense Technology), Bu Guowei (National University of Defense Technology), Shen Xiangyu (National University of Defense Technology), and Xie Taoran (National University of Defense Technology)

viii Session 4: Information Management and System Engineering

An Intelligent Detection System for Full Crew of Elevator Car 183 Tan Feigang (Shenzhen Institute of Information Technology), Liu Kaiyuan (Shenzhen Institute of Information Technology), Li Lifeng (Shenzhen Institute of Information Technology), and Wang Yang (Shenzhen Institute of Information Technology) Application of Asymmetric Key Technology in M-ES 186 Liu Hongling (Guangzhou Nanyang Polytechnic) and Wan Di (Guangzhou Nanyang Polytechnic) Design of Intelligent Detection System for Food Spoilage 190 Sun Fang (ChiFeng Industry Vocational Technology College) Discovering Urban Functional Areas Based on Node2vec - Taking Shanghai as an Example 195 Yang Sun (72465 Unit of the PLA), Hanhan Deng (Central South University), Ling Zhao (Central South University), Sumin Li (Changsha University of Science and Technology), Zhenshi Zhang (National University of Defense Technology), Ronghua Du (Changsha University of Science and Technology), and Zhixiang Hou (Changsha University of Science and Technology) Evaluation Model of Multimedia Teaching Effect about Foreign Language in University Based on Differential Evolution Algorithm 200 Wang Ting (Jiangsu Food and Pharmaceutical Science College) Front-End and Back-End Separation for Warehouse Management System 204 Qi Yunrui (Henan College of Industry and Information Technology) Identifying Important Spatial Structures in Cities Based on Graphwave – Taking Shanghai as an Example 209 Yang Sun (72465 Unit of the PLA), Zuoqin Shi (Central South University), Hanhan Deng (Central South University), Wenquan Wu (Central South University), Ling Zhao (Central South University), Sumin Li (Changsha University of Science and Technology), Zhenshi Zhang (National University of Defense Technology), and Ronghua Du (Changsha University of Science and Technology) Information Modeling and Security Protection of Partial Discharge Online Monitoring System Based on Iec61850 214 Yang Zhihao (Global Energy Interconnection Research Institute Co., Ltd.), Liang Yun (Global Energy Interconnection Research Institute Co., Ltd.), Huang Hui (Global Energy Interconnection Research Institute Co., Ltd.), Huang Xueling (State Grid Jiangsu Electric Power Co., Ltd.), Tang Weimin (State Grid Jiangsu Electric Power Co., Ltd.), and Deng Hui (Global Energy Interconnection Research Institute Co., Ltd.) Intelligent Computer Service System for Public Fitness Based on the Fusion of Entropy Weight Matter Element Extension Model 220 Rui Zhang (Xi'an Physical Education University) Intelligent Network English Learning Behavior Analysis System Based on the Fusion of Information Teaching Environment Level Model 225 Liu Chang (Liaoning University of International Business and Economics)

ix One New Fault Diagnosis System Based on Practicability at Dispatching Center 230 Wu Yi (State Grid JiangSu Electric Power Co., Ltd.), Cui Yu (State Grid JiangSu Electric Power Co., Ltd.), Du Yun-Long (State Grid JiangSu Electric Power Co., Ltd.), Xu Ning (State Grid JiangSu Electric Power Co., Ltd.), Zhang Li-Qiang (BeiJing SiFang Automation Co. Ltd.), and Bai Shu-Hua (BeiJing SiFang Automation Co. Ltd.) Preliminary Discussion of Urban Rail Transmit Safety Management 234 Xiaoju Zhao (Shenzhen Institute of Information Technology) and Feigang Tan (Shenzhen Institute of Information Technology) Research of High-Speed Train Fault Diagnosis System Based on Multi-Agent Platform 237 Fang Bin (Hunan Police Academy), Feng XiaoFeng (Hunan Police Academy), and Xu Shuo (Hunan Police Academy) Research on Direct Current Motor Drive System Based on S912Xet256J2Maa Chip 242 Youyu Wu (Wuhan University of Technology) and Rundong Liu (Wuhan University of Technology) The Development Trend of Integrated Electronic System for Ground Combat Platform 246 Rui Liu (Tsinghua University) The Exploration and Application of RFID Rewrite Card in the Daily Management of College Students under the Credit System 251 Chen Zhenyu (Wuhan University of Technology) and Zhang Pan (Wuhan University of Technology)

Session 5: Web Applications and Big Data

An Improved Low Rank Matrix Completion Method for Traffic Data 255 Yirong Guo (Lanzhou University of Technology), Xiaoming Wang (Lanzhou University of Technology), Min Wang (Lanzhou University of Technology), and Hong Zhang (Lanzhou University of Technology) Analysis of International Marketing Strategy Based on Intelligent Mining Algorithm for Big Data 261 Zhang Hui (Changzhou Technical Institute of Tourism and Commerce) Analysis on the Strategy for Construction Quality Optimization Management of Municipal Road Engineering Based on Fast Mining Algorithm for Large Cloud Data 265 Wenguang Xie (Guiyang Water Resources and Transportation Development Investment Group Co., Ltd.) Application of "Cloud Media" in Entrepreneurship Education in Heilongjiang Universities 270 Liu Junxian (Harbin Finance University), Chi Dao (Harbin Finance University), and Zhang Lei (Harbin Finance University) Big Data Outlier Detection Algorithm Based on Grid 274 Guo Wei-wei (Heilongjiang University of Technology) and Liu Feng (Heilongjiang University of Technology) Calculation of the Number of Toll Lanes in the Expressway Based on Multiple Payment 278 Jiping Zhu (Surveying and Designing Institute of Shanxi Province), Tao Yang (Surveying and Designing Institute of Shanxi Province), Peng Wang (Beijing Jiaotong University), and Jiandong Zhao (Beijing Jiaotong University)

x Construction of "One Belt and One Road" Intelligent Analysis System Based on Cloud Model Data Mining Algorithm 282 Du Jin (Yinxing Hospitality Management College) Construction of the Ability Quality Model of Business English Major Students in Colleges and Universities Considering the Informationized Teaching Environment Level 286 Kuang Li (JiangXi Institute of Economic Administrators) and Xiao Yue (JiangXi Institute of Economic Administrators) Design and Implementation of Personalized Recommendation System under Big Data Platform 291 Liu Feng (Heilongjiang University of Technology) and Guo Wei-wei (Heilongjiang University of Technology) Design and Implementation of Resident Health Record Management System Based on Big Data Technology 295 Chenyin Lu (Hangzhou Lu An Investment Management Partnership Enterprise) and Lu Feng (Ping Tan Ying Ke Sheng Dao Venture Capital Partnership) Hybrid Intrusion Detection Based on Data Mining 299 Lei Zhang (Hexi University), Jianqing Zhang (Troops 32153 PLA), Yong Chen (Army Artillery Training Base), and Shaowen Lao (Hexi University) Intelligent Management of Human Resources from the Perspective of Big Data 302 Xing Huichun (Shanghai University) International Marketing Outlier Data Mining Model Dependent on Subdivision Market Analysis 305 Zhang Dongzhe (Eastern Liaoning University) Prediction of the Technical Status of Highway Pavement Based on Charging Data 310 Lv Peijian (Charge and Communications Networking Service Limited Co.) Principal Component Analysis of Fatal Traffic Accidents Based on Vehicle Condition Factors 315 Tang Youming (Xiamen University of Technology), Zhong Deliang (Xiamen University of Technology), Zha Xinyu (Xiamen University of Technology), and Lv Na (Southeast/Fujian Automotive Industry Co., Ltd.) Research on Generating Three Stage Data of Both Sides in Table Tennis Competition with Excel 318 Yongan Li (Wuhan Sports University) Traffic Flow Prediction Based on Expressway Operating Vehicle Data 322 Yunfei Ai (National Engineering Laboratory for Transportation Safety and Emergency Informatics), Zhiming Bai (Beijing Jiaotong University), Hang Su (National Engineering Laboratory for Transportation Safety and Emergency Informatics), Nan Zhong (National Engineering Laboratory for Transportation Safety and Emergency Informatics), Yunhua Sun (National Engineering Laboratory for Transportation Safety and Emergency Informatics), and Jiandong Zhao (Beijing Jiaotong University)

Session 6: Intelligent Control

A Robot Obstacle Avoidance Method Based on Improved Genetic Algorithm 327 Mao Lin (Jiangsu Agri-animal Husbandry Vocational College), Ji Xiaoming (Anhui University of Technology), and Qin Fei (Anhui University of Technology)

xi A Task Clustering Method for Multi Agile Satellite Based on Clique Partition 332 Jun Long (Central South University), Shilong Chen (Central South University), Cong Li (Central South University), and Junfeng Liu (Central South University) Active Compliance Insertion Control in Robot Assisted Retinal Microsurgery 337 Xiao Jingjing (Xiamen University), Sun Daoheng (Xiamen University), and Guang Chenhan (Beihang University) Design of a New Type of Automatic Cage Door with Hydraulic Drive 342 Chen Jing (Henan College of Industry and Information Technology) Research on a Detection and Recognition Algorithm for High-Voltage Switch Cabinet Based on Deep Learning with an Improved YOLOv2 Network 346 Chen-Zhao Fu (State Grid Shanghai Electric Power Research Institute), Wen-Rong Si (State Grid Shanghai Electric Power Research Institute), Hua Huang (State Grid Shanghai Electric Power Research Institute), Lu Chen (State Grid Shanghai Electric Power Research Institute), Qin-Jian Gao (State Grid Shanghai ChongMing Electric Power Supply Company), Chun-Bo Shi (State Grid Shanghai ChongMing Electric Power Supply Company), and Chao Wang (Shanghai Energyfuture Co. Ltd.) Robot Obstacle Avoidance and Navigation Control Algorithm Research Based on Multi-Sensor Information Fusion 351 Ziyang Wang (Xi’an Jiaotong University) Simulation Analysis of Control and Protection Model and Operation Mode of a 500kV Four-Terminal Flexible DC System 355 Zhang Lei (State Grid Jibei Electricity Power Maintenance Company), Li Zhen-Dong (State Grid Jibei Electricity Power Maintenance Company), Xing Yu-Xin (State Grid Jibei Electricity Power Maintenance Company), Yang Ming (State Grid Jibei Electricity Power Maintenance Company), Liu Wen-Hao (State Grid Jibei Electricity Power Maintenance Company), and An Yong-Qiao (State Grid Jibei Electricity Power Maintenance Company)

Session 7: Factory Automation

A Data Management and Fault Diagnosis System Based on Hxd2B Locomotive 360 Limin Zhang (Anhui University), Su Yu (Hefei Yuren Technology Development Co., Ltd.), Zede Zhu (Science and Technology on Communication Networks Laboratory), Zhu cheng (Anhui University), Zhide Zhang (Anhui University), Ziyang Leng (Anhui University), and Yahui Su (Anhui University) A Novel Fault Section Location Method for Small Current Grounding Fault Based on Hilbert-Huang Transform with Wavelet Packet Transform Preprocessing 365 Qingzhu Wan (North China University of Technology) and Lei Zhao (North China University of Technology) Advances on the Application and Research of Surgical Robots 371 Ziyang Wang (Xi’an Sigma Electronic Science and Technology Co., Ltd.)

xii Analysis and Exploration of Power Grid Real-Time Data Communication Technology under Computer Intelligence 375 Qian Jiang (State Grid Shanxi Yuncheng Power Supply Company), Wang Lidong (State Grid Shanxi Yuncheng Power Supply Company), Xiang Xiaopeng (State Grid Shanxi Yuncheng Power Supply Company), and Zhao Yi (State Grid Shanxi Yuncheng Power Supply Company) Application of Accident Total Signal in L30 Lead Protection of Ur Series in Ge Company 380 Gong Xiuzhong (Huadian Electric Power Research Institute Co., Ltd.), Yang Yuzhu (Anhui Huadian Wuhu Power Generation Co., Ltd.), Sun Wenbo (Shan Dong Zhong Shi Yi Tong Group Co., Ltd.), Mao Qingbo (Huadian Electric Power Research Institute Co., Ltd.), Zhang Chao (Huadian Electric Power Research Institute Co., Ltd.), Liu Shifu (Huadian Electric Power Research Institute Co., Ltd.), and Hu Wenjuan (Shan Dong Zhong Shi Yi Tong Group Co., Ltd.) Application of Sparse Theory in Turbofan Engine Gas Path Abrupt Fault Diagnosis 383 Zhu Jietang (Xi' An Research Institute of Hi-Tech), Hu Yu (Xi' An Research Institute of Hi-Tech), Zhang Wei (Xi' An Research Institute of Hi-Tech), Tian Gan (Xi' An Research Institute of Hi-Tech), and Chen Jiao (Xi' An Research Institute of Hi-Tech) Cause Analysis of Leakage of Supercritical (Ultra-Supercritical) Boiler Water Wall Slag Screen Pipe 388 Liu Jiao-jiao (State Grid Hunan Electrical Power Company), Xiong Liang (State Grid Hunan Electrical Power Company), Wan Ke-yang (State Grid Hunan Electrical Power Company), and Cao Zhi (Hunan Xiangdian Boiler Pressure Vessel Tests Center Co., Ltd.) Design and Research of Low-Voltage Distribution Network Software under Computer Drawing Platform 391 Hao Yongjing (State Grid Shanxi Yuncheng Power Supply Company), Hao Yiran (Xi'an Jiaotong University), Wei Ning (State Grid Shanxi Yuncheng Power Supply Company), and Dong Jia (State Grid Shanxi Yuncheng Power Supply Company) Ghsx-18 Development and Application of Cnc Milling Machine for Rail Weld 396 Zufang Yang (Wuhan Technology and Business University) and Zuping Yang (Wuhan Maritime Communication Research Institute) Research of an Orthogonal Magnetizing Variable Inductor 402 Zhengrong Jiang (North China University of Technology), Jingdong Zhang (North China University of Technology), and Cheng Sun (North China University of Technology) Study on Rapid Ultrasonic Guided Wave Inspection Technology for Defects and Damages on Boiler Tubes in Complex Operation Environment 408 Xiong Liang (State Grid Hunan Electric Power Research Institute), Qiu Yingjun (State Grid Hunan Electric Power Research Institute), and Liu Jiaojiao (State Grid Hunan Electric Power Research Institute)

Author Index 413

xiii