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ویرایش: 1 نویسندگان: Fatos Xhafa, Srikanta Patnaik, Albert Y. Zomaya (eds.) سری: Advances in Intelligent Systems and Computing 686 ISBN (شابک) : 9783319690957, 9783319690964 ناشر: Springer International Publishing سال نشر: 2018 تعداد صفحات: 902 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 75 مگابایت
کلمات کلیدی مربوط به کتاب پیشرفت در سیستم های هوشمند و برنامه های کاربردی تعاملی: مقالات دومین کنفرانس بین المللی سیستم های هوشمند و تعاملی و برنامه های کاربردی (IISA2017): هوش محاسباتی
در صورت تبدیل فایل کتاب Advances in Intelligent Systems and Interactive Applications: Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA2017) به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب پیشرفت در سیستم های هوشمند و برنامه های کاربردی تعاملی: مقالات دومین کنفرانس بین المللی سیستم های هوشمند و تعاملی و برنامه های کاربردی (IISA2017) نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
This book presents research papers from diverse areas on novel Intelligent Systems and Interactive Systems and Applications. It gathers selected research papers presented at the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA2017), which was held on June 17–18, 2017 in Beijing, China.
Interactive Intelligent Systems (IIS) are systems that
interact with human beings, media or virtual agents in
intelligent computing environments. The emergence of Big Data
and the Internet of Things have now opened new opportunities
in both academic and industrial research for the successful
design and development of intelligent interactive systems.
This book explores how novel interactive systems can be used
to overcome various challenges and limitations previously
encountered by human beings by combining machine learning
algorithms and the analysis of recent trends.
The book presents 125 contributions, which have been
categorized into seven sections, namely: i) Autonomous
Systems; ii) Pattern Recognition and Vision Systems; iii)
E-Enabled Systems; iv) Mobile Computing and Intelligent
Networking; v) Internet and Cloud Computing; vi) Intelligent
Systems, and vii) Various Applications. It not only offers
readers extensive theoretical information on Intelligent and
Interactive Systems, but also introduces them to various
applications in different domains.
Front Matter ....Pages i-xviii
Front Matter ....Pages 1-1
Prediction of Rolling Force Based on a Fusion of Extreme Learning Machine and Self Learning Model of Rolling Force ( AZiGuLi, Can Cui, Yonghong Xie, Shuang Ha, Xiaochen Wang)....Pages 3-11
User Behavior Profiles Establishment in Electric Power Industry (Wei Song, Gang Liu, Di Luo, Di Gao)....Pages 12-19
The Optimal Pan for Baking Brownie (Haiyan Li, Tangyu Wang, Xiaoyi Zhou, Guo Lei, Pengfei Yu, Yaqun Huang et al.)....Pages 20-26
Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel (Renqiang Wang, Yuelin Zhao, Keyin Miao, Jianming Sun)....Pages 27-35
Dynamical Analysis of Fractional-Order Hyper-chaotic System (Junqing Feng, Guohong Liang)....Pages 36-41
Evaluating the Performance of the Logistics Parks: A State-of-the-Art Review (Yingxiu Qi, Yan Sun, Maoxiang Lang)....Pages 42-48
A Tabu Search Algorithm for Loading Containers on Double-Stack Cars (Zepeng Wang, Maoxiang Lang, Xuesong Zhou, Jay Przybyla, Yan Sun)....Pages 49-56
Optimization Model Under Grouping Batch for Prefabricated Components Production Cost (Chun Guang Chang, Yu Zhang)....Pages 57-62
Air Quality Evaluation System Based on Stacked Auto-Encoder (Yuxuan Zhuang, Liang Chen, Xiaojie Guo)....Pages 63-68
Front Matter ....Pages 69-69
Urban-Rural Difference of the Coupling Between Social-Economic Development and Landscape Pattern in Chengdu Plain (Zhang Huabing, Lu Dapei, Zhen Yan, Han Shuang, Chen Hongquan)....Pages 71-75
A New Model and Algorithm for Clustering (Guohong Liang, Ying Li, Junqing Feng)....Pages 76-81
Gibbs Phenomenon for Bi-orthogonal Wavelets (Jie Zhou, Hongchan Zheng)....Pages 82-86
\( {\varvec{\upalpha}} \)-Convergence Theory (Chun-Qiu Ji, Zhen-Guo Xu, Yi Wang)....Pages 87-92
Feature Selection Optimization Based on Atomic Set and Genetic Algorithm in Software Product Line (Zhijuan Zhan, Weilin Luo, Zonghao Guo, Yumei Liu)....Pages 93-100
Product Configuration based on Feature Model (Zhijuan Zhan, Yunjiao Zhan, Mingyu Huang, Yumei Liu)....Pages 101-106
Research on Fast Browsing for Massive Image (Fang Wang, Ying Peng, Xiaoya Lu)....Pages 107-112
RVM for Recognition of QRS Complexes in Electrocardiogram (Lu Bing, Xiaolei Han, Wen Si)....Pages 113-118
The Architecture of the RFID-Based Intelligent Parking System (Xiao Xiao, Qingquan Zou)....Pages 119-124
A Review of Cognitive Psychology Applied in Robotics (Huang Qin, Tao Yun, Wang Yujin, Wu Changlin, Yu Lianqing)....Pages 125-133
Robot Vision Navigation Based on Improved ORB Algorithm (Sun-Wen He, Zhang-Guo Wei, Lu-Qiu Hong)....Pages 134-140
An Improved Multi-label Relief Feature Selection Algorithm for Unbalanced Datasets (Yonghong Xie, Daole Li, Dezheng Zhang, Ha Shuang)....Pages 141-151
Area Topic Model (Hongchen Guo, Liang Zhang, Zhiqiang Li)....Pages 152-162
Predicting Popularity of Topic Based on Similarity Relation and Co-occurrence Relation (Lu Deng, Qiang Liu, Jing Xu, Jiuming Huang, Bin Zhou, Yan Jia)....Pages 163-170
A New Bayesian-Based Method for Privacy-Preserving Data Mining (Guang Li)....Pages 171-177
Gesture Recognition Algorithm Based on Fingerprint Detection (Ge-Yan Ru, Zhang-Guo Wei, Lu-Qiu Hong)....Pages 178-184
Parka: A Parallel Implementation of BLAST with MapReduce (Li Zhang, Bing Tang)....Pages 185-191
Research of Moving Target Tracking Algorithms in Video Surveillance System (Xu Lei, Peng Yueping, Liu Man)....Pages 192-197
Study on Tumble Behavior Recognition Based on Mining Algorithm for Potential Behavior Association (Zhang Qiusheng, Lin Mingyu, Ju Jianping)....Pages 198-203
Image Geometric Correction Based on Android Phone Sensors (Zhengyi Xiao, Zhikai Fang, Liansheng Gao, Baotao Xu)....Pages 204-214
Fish-Eye Camera Model and Calibration Method (Cuilin Li, Guihua Han, Jianping Ju)....Pages 215-221
Algorithm for Digital Location and Recognition of Digital Instrument in Complex Scenes (Hao Zhou, Juntao Lv, Guoqing Yang, Zhimin Wang, Mingyang Liu, Junliang Li)....Pages 222-230
The Visualization Analysis on Present Research Situation and Trend of Tackling Overcapacity of Energy (Na Zheng, Dangguo Shao, Lei Ma, Yan Xiang, Ying Xu, Wei Chen et al.)....Pages 231-236
Hybrid Algorithm for Prediction of Battlefield Rescue Capability of Brigade Medical Aid Station (Wen-Ming Zhou, San-Wei Shen, Wen-Xiang Xia, Chun-Rong Zhang, Hai-Long Deng)....Pages 237-246
The Design of Optimal Synthesis Filter Bank and Receiver for the FBMC System (Yan Yang, Pingping Xu)....Pages 247-253
A Tool for IMA System Configuration Verification and Case Study (Lisong Wang, Ying Zhou, Mingming Wang, Jun Hu)....Pages 254-260
Using Deep ConvNet for Robust 1D Barcode Detection (Jianjun Li, Qiang Zhao, Xu Tan, Zhenxing Luo, Zhuo Tang)....Pages 261-267
Study of Agricultural Machinery Operating System Based on Beidou Satellite Navigation System (Fanwen Meng, Dongkai Yang, Youquan Wang, Yuxiang Zhang)....Pages 268-273
Detection Algorithm of Slow Radial Velocity Ship based on Non-Negative Matrix Factorization by Over-The-Horizon Radar (Hui Xiao, Jun Yuan, Shaoying Shi, Runhua Liu)....Pages 274-279
A v-Twin Bounded Support Tensor Machine for Image Classification (Biyan Dai, Huiru Wang, Zhijian Zhou)....Pages 280-287
Super-resolution Reconstruction of Face Image Based on Convolution Network (Wenqing Huang, Yinglong Chen, Li Mei, Hui You)....Pages 288-294
An Image Retrieval Algorithm Based on Semantic Self-Feedback Mechanism (Lang Pei, Jia Xu, Jinhua Cai)....Pages 295-301
Using Supervised Machine Learning Algorithms to Screen Down Syndrome and Identify the Critical Protein Factors (Bing Feng, William Hoskins, Jun Zhou, Xinying Xu, Jijun Tang)....Pages 302-308
A Multi-view Approach for Visual Exploration of Temporal Multi-dimensional Vehicle Experiment Data (Xianglei Zhu, Haining Tong, Shuai Zhao, Quan Wen, Jie Li)....Pages 309-315
Impact Analysis of Geometry Parameters of Buoy on the Pitching Motion Mechanism and Power Response for Multi-section Wave Energy Converter (Biao Li, Hongtao Gao)....Pages 316-322
Binary Tree Construction of Multiclass Pinball SVM Via Farthest Centroid Selection (Qiangkui Leng, Fude Liu, Yuping Qin)....Pages 323-329
Research on Fractal Feature Extraction of Radar Signal Based on Wavelet Transform (Shen Lei, Han Yu-sheng, Wang Shuo)....Pages 330-336
A Method of Moving Target Detection Based on Scaling Background (Yu-chen Tang, Xu-dong Yang)....Pages 337-344
Facial Expression Recognition Based on Deep Learning: A Survey (Ting Zhang)....Pages 345-352
A Fast Connected Components Analysis Algorithm for Object Extraction (Dai Dehui, Li Zhiyong)....Pages 353-360
Bibliometrics and Visualization Analysis of Knowledge Map in Metallurgical Field (Ying Xu, Yan Xiang, Dangguo Shao, Zhengtao Yu, Na Zheng, Wei Chen et al.)....Pages 361-366
Hierarchical Decision Tree Model for Human Activity Recognition Using Wearable Sensors (Cheng Xu, Jie He, Xiaotong Zhang)....Pages 367-372
Human Motion Monitoring Platform Based on Positional Relationship and Inertial Features (Jie He, Cunda Wang, Cheng Xu, Shihong Duan)....Pages 373-379
Three-Order Computational Ghost Imaging and Its Inverse Algorithm (Wenbing Zeng, Yi Xu, Dong Zhou)....Pages 380-386
Face Recognition Using Deep Convolutional Neural Network in Cross-Database Study (Mei Guo, Min Xiao, Deliang Gong)....Pages 387-393
Front Matter ....Pages 395-395
Stock Market Forecasting Using S-System Model (Wei Zhang, Bin Yang)....Pages 397-403
Online Detection Approach to Auto Parts Internal Defect (Lin Mingyu, Ju Jianping)....Pages 404-409
Globalized Translation Talent Training Model based on Artificial Intelligence and Big Data (Fang Yang)....Pages 410-414
A Study on the Relationship between Enterprise Education and Training and Operational Performance—A Cases Study of a Multinational Group (Yung Chang Wu, Lin Feng, Shiann Ming Wu)....Pages 415-425
Online Handwritten Character Recognition of New Tai Lue Based on Online Random Forests (Yong Yu, Pengfei Yu, Haiyan Li, Hao Zhou)....Pages 426-434
Web Information Transfer Between Android Client and Server (Baoqin Liu)....Pages 435-441
Real-time Dynamic Data Analysis Model Based on Wearable Smartband (Xiangyu Li, Chixiang Wang, Haodi Wang, Junqi Guo)....Pages 442-449
Investigation and Analysis on the Influencing Factors of Consumers’ Trust to Fresh Agricultural Products in E-commerce (Yipeng Li, Yong Zhang)....Pages 450-456
A PROUD Methodology for TOGAF Business Architecture Modeling (Feng Ni, Fang Dai, Michael J. Ryoba, Shaojian Qu, Ying Ji)....Pages 457-463
Application of SVM Based on Information Entropy in Intrusion Detection (Nuo Jia, Dan Liu)....Pages 464-468
Research of Music Recommendation System Based on User Behavior Analysis and Word2vec User Emotion Extraction (Qiuxia Li, Dan Liu)....Pages 469-475
Exploration of Information Security Education of University Students (Shi Wang, Yongxin Qu, Likun Zheng, Yawen Xiao, Huiying Shi)....Pages 476-480
Front Matter ....Pages 481-481
Research on the Path Monitoring Capability of Wireless Multimedia Sensor Network (Zhao Jing, Liu Zhuohua, Xue Songdong)....Pages 483-489
Preopen Set and Preclosed Set on Intuitive Fuzzy Topological Spaces (Zhen-Guo Xu, Rui-Dan Wang, Zhi-Hui Chen, Ying Zhao)....Pages 490-496
Neural Network Method for Compressed Sensing (Zixin Liu, Yuanan Liu, Nengfa Wang, Lianglin Xiong)....Pages 497-502
A Survey on Microwave Surface Emissivity Retrieval Methods (De Xing, Qunbo Huang, Bainian Liu, Weimin Zhang)....Pages 503-509
Design of Multi-mode Switching Damping Shock Absorber for Active Suspension and Ride Comfort Test (Zhao Jing-bo, Han Bing-yuan, Bei Shao-yi, Liu Hai-mei)....Pages 510-516
Research on the System of Patrol Unmanned Aerial Vehicle (UAV) Docking on Charging Pile based on Autonomous Identification and Tracking (Zinan Qiu, Kai Zhang, Yuhan Dong)....Pages 517-523
On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line (Jiaqing Zhang, Bosi Zhang, Hui Xie, Minghao Fan, Liufang Wang)....Pages 524-529
Ultrasonic Guided Wave Testing Method of Gun Barrel Crack Defects Based on L (0, 2) Mode (Jin Zhang, Xin Wang, Ying Wei, Yang Shen)....Pages 530-538
Target Re-identification Based on Dictionary Learning (Gong Lianyou, Shi Guochuan)....Pages 539-546
Research on High Impedance Fault Detection Method of Distribution Network Based on S Transform (Li Mengda)....Pages 547-553
Research on the Protocols of VPN (Shuguang Zhang, Ailan Li, Hongwei Zhu, Qiaoyun Sun, Min Wang, Yu Zhang)....Pages 554-559
Penetration Level Permission of Small Hydropower Station in Distributed Network (Xin Su, Xiaotian Xu, Genghuang Yang, Xiayi Hao)....Pages 560-565
Research on Smooth Switching Method of Micro-Grid Operation (Wenbin Sun, Genghuang Yang, Xin Su, Xiaotian Xu)....Pages 566-572
A New BDD Algorithm for Fault Tree Analysis (Wei Liu, Yong Zhou, Hongmei Xie)....Pages 573-579
A Sparse Nonlinear Signal Reconstruction Algorithm in the Wireless Sensor Network (Zhao Xia-Zhang, Yong-Jiang)....Pages 580-585
Chinese POS Tagging with Attention-Based Long Short-Term Memory Network (Nianwen Si, Hengjun Wang, Wei Li, Yidong Shan)....Pages 586-592
A New Weighted Decision Making Method for Accurate Sound Source Localization (Yingxiang Sun, Jiajia Chen)....Pages 593-599
The Efficiency Factors of Point-to-Point Wireless Energy Transfer System in a Closed Satellite Cavity (Yue Yin, Xiaotong Zhang, Fuqiang Ma, Tingting Zou)....Pages 600-607
Personalized POI Recommendation Model in LBSNs (Zhong Guo, Ma Changyi)....Pages 608-613
Verification of CAN-BUS Communication on Robots Based on xMAS (Xiujuan Cao)....Pages 614-620
Network Traffic Classification Using Machine Learning Algorithms (Muhammad Shafiq, Xiangzhan Yu, Dawei Wang)....Pages 621-627
Fault Analysis and Fault Diagnosis Method Review on Active Distribution Network (Zhang Tong, Liu Jianchang, Sun Lanxiang, Yu Haibin)....Pages 628-633
Extensive Survey on Networked Wireless Control (Li Lanlan, Wang Xianjv, Ci Wenyan, Chalres Z. Liew)....Pages 634-639
Front Matter ....Pages 641-641
Research and Design of Smart Home System Based on Cloud Computing (Huiyi Cao, Shigang Hu, Qingyang Wu, Zhijun Tang, Jin Li, Xiaofeng Wu)....Pages 643-648
Website Structure Optimization Based on BS Matrix (Yonghong Xie, Can Cui, Aziguli, DaoLe Li)....Pages 649-656
The Effects of Bank Employees’ Information Security Awareness on Performance of Information Security Governance (Shiann Ming Wu, Dongqiang Guo, Yung Chang Wu)....Pages 657-663
A Comparative Study on Agglomeration Effects of the Central Cities of Three Urban Agglomerations in China– A Case Study of Producer Services (Qingmin Yuan, Xiao Luo, Jian Li)....Pages 664-668
Front Matter ....Pages 669-669
A Dynamic Node’s Trust Level Detection Scheme for Intelligent Transportation System (Ge-ning Zhang)....Pages 671-676
An Application of Multi-Objective Genetic Algorithm Based on Crossover Limited (Shi Lianshuan, Chen YinMei)....Pages 677-683
A Method for Extracting Objects in Physics Using Unit Semantic Model (Yanli Wang, Pengpeng Jian)....Pages 684-690
A Novel Matching Technique for Two-Sided Paper Fragments Reassembly (Yi Wei, Lumeng Cao, Wen Yu, Hao Wu)....Pages 691-697
An Improved Memetic Algorithm with Novel Level Comparison for Constrained Optimization (Xinghua Qu, Wei Zhao, Xiaoyi Feng, Liang Bai, Bo Liu)....Pages 698-704
FPGA Based Real-Time Processing Architecture for Recurrent Neural Network (Yongbo Liao, Hongmei Li, Zongbo Wang)....Pages 705-709
Publication Recommendations of Manuscripts Using Improved C4.5 Decision Tree Algorithm (Didi Jia, Wu Xie, Zhiyong Chen, Baohua Qiang)....Pages 710-714
Design Replica Consistency Maintenance Policy for the Oil and Gas Pipeline Clouding SCADA Multiple Data Centers Storage System (Miao Liu, Jia Shimin, Yuan Mancang)....Pages 715-721
SPSS-Based Research on Language Learning Strategy Use (Yang Xu)....Pages 722-727
Study on Intelligent Monitoring of Power Transformer Based on FPGA (Fu-Sheng Li, Xin-Dong Li, Hong-Xue Bi, Guang Jin)....Pages 728-733
Mutual Fund Performance Analysis Using Nature Inspired Optimization Techniques: A Critical Review (Zeenat Afroz, Smruti Rekha Das, Debahuti Mishra, Srikanta Patnaik)....Pages 734-745
Front Matter ....Pages 747-747
Synthesis Algorithm based on the Pre-evaluation of Quantum Circuits for Linear Nearest Neighbor Architectures (Dejun Wang, Zhijin Guan, Yingying Tan, YiZhen Wang)....Pages 749-755
Study of an SIR Epidemic Disease Model with Special Nonlinear Incidence and Computer Simulation (Xiuchao Song, Miaohua Liu, Hao Song, Guohong Liang)....Pages 756-760
An Improvement Response Surface Method Based on Weighted Regression for Reliability Analysis (Xingchen Yu, Zhangxue Gang)....Pages 761-766
The Greedy Algorithm and Its Performance Guarantees for Solving Maximization of Submodular Function (Yunxia Guo, Guohong Liang, Jia Liu)....Pages 767-771
Model of Evaluation on Quality of Graduates from Agricultural University Based on Factor Analysis (Xuemei Zhao, Xiang Gao, Ke Meng, Xiaojing Zhou, Xiaoqiu Yu, Jinhua Ye et al.)....Pages 772-778
Distributed Collaborative Control Model Based on Improved Contract Net (Zhanjie Wang, Sumei Wang)....Pages 779-784
K Distribution Clutter Modeling Based on Chebyshev Filter (Bin Wang, Fengming Xin)....Pages 785-791
Influence of Liquid Film Thickness on Dynamic Property of Magnetic-Liquid Double Suspension Bearing (Zhao Jianhua, Wang Qiang, Zhang Bin, Chen Tao)....Pages 792-799
Characteristics Analysis on Open-Type Liquid Hydrostatic Guideway with Unequal Area Oil Pocket (Zhao Jianhua, Wang Qiang, Zhang Bin, Chen Tao)....Pages 800-808
Influence of Liquid Film Thickness on Static Property of Magnetic-Liquid Double Suspension Bearing (Zhao Jianhua, Wang Qiang, Zhang Bin, Chen Tao)....Pages 809-816
The Research on the Thinking of Large Data for Agricultural Products Market Consumption in Beijing (Chen Xiangyu, Gong Jing, Yu Feng, Chen Junhong)....Pages 817-823
The Application of Decision Tree in Workflow (Lisong Wang, Yifan Chu, Min Xu)....Pages 824-830
Constructing and Analysis of the State Spaces of Workflow Process Models (Lisong Wang, Yifan Chu, Min Xu, Yongchao Yin, Ping Zhou)....Pages 831-838
Analysis on the Causes of Bad PCBA Heavy Tin (Junjie Lv)....Pages 839-843
Characteristics of Solder Paste and Reflow Process Analysis (Junjie Lv, Xu Li)....Pages 844-847
Design and Implementation of ARM7 Instruction Set Based on GDB Framework (Tao Yongchao, Wu Xianghu, Qu Mingcheng)....Pages 848-853
Simulation and Research on the Rotor Flux Linkage Model of Asynchronous Motor (Xiayi Hao, Genghuang Yang, Xin Su, Xiaotian Xu)....Pages 854-860
Application of Fuzzy PID Control for Oil Temperature in Overvoltage Withstand Test (Qiang Fang, Xin Su, Xiaotian Xu, Genghuang Yang)....Pages 861-866
Study on High Overload Characteristics of Ultrasonic Electric Actuator (Xu Xuerong, Tian Xiu, Fu Hongwei, Wang Yanli, Hao Yongqin)....Pages 867-872
Design and Analysis of Resonator for the Resonant Accelerometer (Yan Li, Xi Chen, Yunjiu Zhang)....Pages 873-879
Analysis on Quality and Safety of Toys for Children—Based on the Survey Data of Beijing (Liu Xia, Liu Bisong, Wu Qian, Li Ya)....Pages 880-889
Back Matter ....Pages 891-895