2019 International Conference on Artificial Intelligence, Information Processing
and Cloud Computing
December 19-21, 2019 Sanya, China
AIIPCC 2019
Conference Chair: Professor João Manuel R. S. Tavares
Conference Co-Chair: Professor Zeshui Xu
Program Chair: Professor Mohammed A. Aseeri
Sponsor: Association for Science and Engineering (ASciE)
The Association for Computing Machinery 1601 Broadway, 10th Floor
New York, New York 10019, USA
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Preface
João Manuel R. S. Tavares
Editor and Conference Chair, Proceedings of 2019 International Conference on Artificial Intelligence, Information Processing and Cloud Computing
Faculdade de Engenharia da Universidade do Porto, Portugal
Email: tavares@fe.up.pt
2019 International Conference on Artificial Intelligence, Information Processing and Cloud Computing (AIIPCC 2019) will held in Sanya, China, December 19-21, 2019. This conference is an annual forum for worldwide experts, academicians, engineers and researchers to share their new findings in related issues, explore future study direction and also promote global collaboration.
The proceedings of this conference include 78 accepted contributions selected from 211 submissions.
We would like to express our great thanks to the reviewers of these manuscripts, who provided rational, constructive comments & suggestions to the authors.
Also appreciation to the authors for their valuable contributions and to the attendees for their active participation.
Much gratitude to the conference chair and all members of the technical programme committee for their precious time and advices. We are also grateful to the internationally renowned scientists who acted as keynote speakers at the conference.
We would like to thank the organizers who make this conference to an unforgettable experience for all participants.
Finally, our sincere gratitude goes also to the ACM Publishing editors and managers for their helpful cooperation during the preparation of the conference proceedings.
Table of Contents
Session I: Artificial Intelligence
Mixed Convolutional Recurrent Neural Networks: Learning for Signal Classification
Wentao Wang;Canhui Liao;Quan Cheng;Pengju Wang ... 1
Intelligent Sentence Completion Based on Global Context Dependent Recurrent Neural Network Language Model
Tao Yang;Hongli Deng ... 2
Design of Stock Price Prediction Model with Various Configuration of Input Features
Yoojeong Song;Jongwoo Lee ... 3
Infrared and Visible Image Fusion Using Multi-resolution Convolution Neural Network
Yun Ge;Guodong Jing ... 4
Denoising Algorithm Based on Bilateral Filtering and Improved Wavelet Threshold Function
Xuan Zheng;Bo Fu;Xilin Zhao;Yi Quan;Zhenyu Lin;Meng Gong ... 5
Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface
Dongdong Zhang;Dong Cao;Haibo Chen ... 6
Traffic Signs Recognition Using Dynamic-scale CNN
Qiang Chen;Shaoyu Wang;Lirong Yi;Wenting Shu;Rui Wang;Jue Chen ... 7
Prediction of Exchange Rates with Machine Learning
Ahmet Goncu ... 8
Vision-based Highway Traffic Accident Detection
Peng Wang;Cui Ni;Kefeng Li ... 9
A Modified Scheme for Liver Tumor Segmentation Based on Cascaded FCNs
Yuwei Pang;Dong Hu;Min Sun ... 10
Bridge Displacement Prediction Method Based on ARIMA Model
Xingxu Cai;Yi'an Liu;Ying Xiao ... 11
An Intelligent Automatic Valuation System for Real Estate Based on Machine Learning
Jiafei Niu;Peiqing Niu ... 12
An Efficient Edge-feature Constraint Visual SLAM
Wen Liu;Yaokai Mo;Jichao Jiao ... 13
SAR Image Super-resolution Using Deep Residual SqueezeNet
Wei Zhang;Jiaojie Li;Xuyi Qiu ... 14
Health Assessment of EMU Based on Convolutional Neural Network
Chaotic Synchronization of Composite H-R Networks
Hongjie Yu;Yuchen Zhao ... 16
Anonymous Market Product Classification Based on Deep Learning
Lina Yang;Ying Yang;Huanhuan Yu;Guichun Zhu ... 17
Fault Diagnosis Model of Deep Belief Networks Based on Adaptive Genetic Algorithm Optimization
Baoshan Zhang;Lin Zhang;Xuan Wang;Bo Zhang;Bo Li;Peigeng Li ... 18
Lithium-ion Battery Capacity Prediction Based on Grey Neural Network Model
Lu Han;Xianjun Shi;Jiapeng Lv;Yuyao Zhai;Houjun Liu;Taoyu Wang ... 19
Criminological Risks and Legal Aspects of Artificial Intelligence Implementation
Igor Bikeev;Pavel Kabanov;Ildar Begishev;Zarina Khisamova ... 20
Sigma-pi Neural Unit: Switching Circuit Simulation
Alexander A. Potapov;Wei Zhang;Tianhua Feng;Sergo Rekhviashvili ... 21
The Face Recognition Based on Ensemble Method
Guangliang Zhou;Changhui Hu;Xiaoyuan Jing;Jian Yu;Shen Jing... 22
A Look-ahead Micro-segment Smoothing Algorithm Based on Improved S-curve Acceleration and Deceleration
Lihua Zhou;Juanjuan Li;Suping Fang... 23
On Pruned, Quantized and Compact CNN Architectures for Vision Applications
Pius Kwao Gadosey;Yujian Li;Peter T Yamak ... 24
A Multi-level Network for Radio Signal Modulation Classification
Lei Peng;Wenzhong Qu;Yan Zhao;Yunkun Wu ... 25
K-means-based Channel Equalization Method for Polarization-division-multiplexed Optical OFDM/OQAM Systems
Xi Fang;Xin Sui;Yixin Fu;Junying Mao;Ding Ding;Ronglei Hu;Yuchao Wang;Zhufeng Suo;Yueyang Yu... 26
Feature Reusing and Semantic Aggregation for Single Stage Object Detector
Yuan Jiang;Jianwei Li ... 27
A CNN Accelerator on Embedded FPGA Using Dynamic Reconfigurable Coprocessor
JinYong Yin;Jian Yang;Hongbin Yang;Zexing Du ... 28
A Traffic Flow Hierarchy Induction Algorithm Based on VANET
Yang Yang;Fei Lin;Dingguo Yu;Jiefang Zhang;Chen Yang;Qiang Lin ... 29
Carcinogenicity Prediction by in vitro Human Liver Cell Gene Expression and Chemical Structure
Yushi Liu; Zhen Tian; Karin Yanagi; Lixin Liu; Chengcai Lv ... 30
Closed-loop Detection and Repositioning Method Based on Bag of Word
Cross-enhancement Transform Two-stream 3D ConvNets for Action Recognition
Dong Cao;Lisha Xu;Dongdong Zhang... 32
Application of Bean Optimization Algorithm in Ranking Model for Dangshan Pear Germplasm Resources Nature Reserve Based on Fuzzy Preference Relationships
Mohsin Ali;Qingsong Niu;Xinyu Wang;Min Shao;Haixiu Zhang;Shouwang Zhang;Xiaoming Zhang ... 33
Research on Deep Learning Method of Crop Disease Identification
Yin Long;Changhua Liu ... 34
Development of an AI Based Teaching Assisting System
Bin Zhang;Haibin Xia;Hun-ok Lim ... 35
A Gear Fault Diagnosis Method Based on Manifold Semi-supervised K-means Clustering Algorithm
Wenxing Zhang;Pengfei Zhao;Jianguo Wang;Wenjing Liu ... 36
Session II: Information Processing
Outlier Detection: How to Threshold Outlier Scores?
Jiawei Yang;Susanto Rahardja;Pasi Fränti... 37
Research on Selection of Exterior Window of Residence Building Based on Numerical Simulation
Yang Liu;Shiqing Zou;Xianguo Wu;Jiaying Ten ... 38
Oracle Bone Inscription Detection
Jici Xing;Guoying Liu;Jing Xiong ... 39
A Rule Based Data Quality Assessment Architecture and Application for Electrical Data
He Liu;Xiaohui Wang;Shuya Lei;Xi Zhang;Weiwei Liu;Ming Qin ... 40
ESN-NER: Entity Storage Network Using Attention Mechanism for Chinese NER
Wenkai Wang;Liang Chang;Chenzhong Bin;Wen Xuan;Wei Chen;Long Li ... 41
Decision-making Model Based on Set Pair Analysis and Optimal Combination Weight for Schemes of Eco-type Revetment
Yan Wang ... 42
Experimental Investigation on Detection and Location of Leakage in Buried Water-filled Pipelines under Different Types of Sensor Arrays and Soils
Shuan Yan;Hongyong Yuan;Yan Gao;Boao Jin;Yifan Ma;Lizheng Deng ... 43
The Semantic Tagging Model of Chinese Question Sentence Chunk Based on Description Logics
Xianyi Cheng;Guohua Ji;Xiaohua Zhang;Fengmei Chen ... 44
Channel Feedback Based on Complex 1-bit Bayesian Compressed Sensing in FDD Massive MIMO Systems
Wei Lu;Bin Deng;Wei Zhang;Jingjing Wang;Liang Zhong;Shixin Peng ... 45
Two-dimensional DOA Estimation Algorithm Based on Time-frequency Point Selection
A Survey of Reversible Data Hiding Based on HEVC Video Compression Format
Yi Zhao;Xin Chen;Junxiang Wang ... 47
HEVC Intra Frame Based Compressed Domain Video Summarization
Fengsui Wang;Furong Liu;Shuming Zhu;Linjun Fu;Zhengnan Liu;Qisheng Wang ... 48
Providing Automated Grading and Personalized Feedback
Xinfeng Ye;Sathiamoorthy Manoharan ... 49
Adaptive Recommendation Technology for Remote Sensing Information Based on Behavior Analysis
Caiping Li;Lei Chang;Jisheng Zhang;Xiaoming Zhou;Zhen Hu;Yuanchen Song ... 50
Detection of Test Cheating by Outlier Analysis Approach Using Probability Estimation
Licheng Li;Chenlu Qiu;Aifen Fang ... 51
APOE-ε4 Allele Load Modifies the Brain Aging Process in Cognitively Normal Late Middle Aged and Older Adults
Lan Lin;Yuchao Wu;Xuetao Wu;Shuicai Wu ... 52
On the Square-based Montgomery Multiplier for a Class of Type C.2 Pentanomial
Xiaoli Guo;Qing Chen;Yin Li ... 53
An Improved Wolf Pack Algorithm
Mingwen Chi ... 54
Research on Jamming Effect Evaluation Method of AN/TPY-2 Radar Using Set Pair Approach Degree
Rui Cui;Jifei Pan;Jing Zhu ... 55
Analysis of the Jamming Method for High Frequency M-dimensional Orthogonal Modulated Signals
Shaozheng Zhu;Jirong Xin;Wuzhong Luo;Wenqi Tang ... 56
Result Analysis of Kalman Filter for Unobservable Systems
Jian Li;He Song;Xuemei Wei;Jiahui Liang ... 57
An Associated Probability Analysis Model Based on Multi-element Fusion
Zhengwu Wu;Feng Ding;Xu Yan;Shusen Zhang;Donghao Yang;Xiaolong Mao ... 58
An Adaptive Image Encryption Scheme Based on Bit-level Permutation
Ping Wang;Jin Qiu ... 59
Influence Constraint Based Top-k Spatial Keyword Preference Query
Pan Cai;Xin Li;Xiangfu Meng;Zhiguang Chu ... 60
Research on Energy Consumption Mode of Green Culture Complex Based on Data Mining Technology
Xuantao Zhang;Chuanbo Zhang;Weiyan Li;Donglin Wang;Chenfei Qu ... 61
DOM-based Keyword Extraction from Web Pages
Himat Shah;Mohammad Rezaei;Pasi Fränti ... 62
An Adaptive Simulated Annealing EM Algorithm for Inference on Non-homogeneous Hidden Markov Models
Merrifield-Simmons Indices of Some Product Graphs
Man Liu;Shuangliang Tian;Qing Yang;Langwangqing Suo ... 64
Research on Variable Lane Control Method Based on Traffic Priority
Lihua Zhou;Juanjuan Li;Kangkang Ding ... 65
Appraisal Expression Extraction Based on Semantic and Dependency Parsing
Longmao Hu;Bingwu Fang;Xuegang Hu ... 66
Session III: Cloud Computing
Near Space Defense Operation Modeling and Realization of Multi-sensor Autonomous Cooperative Scheduling
Chengli Fan;Qiang Fu;Yafei Song;Peng Ni;Bo Zhang ... 67
Enhanced Blockchain Based Key Management Scheme against Key Exposure Attack
Mingxin Ma;Xiaotong Yang;Guozhen Shi;Fenghua Li ... 68
Exploiting Wavelet Transform and Support Vector Machine Algorithm to Perform Side Channel Attacks on Advanced Encryption Standard (AES)
Kai Wang;Yingjian Yan;Chunsheng Zhu ... 69
A Novel Experience-based Incentive Mechanism for Mobile Crowdsensing System
Wenan Tan;Zihui Jiang ... 70
Research on Data Center of High-speed Railway 6C System Based on Cloud Computing
Shudan Yu;Xuan Lan;Shi Xie;Longfu Chen;Wu Tan;Xiaobo Liu ... 71
Experimental Research on the Key of Marine Data Transmission Systems
Xiang Wang;Jingxian Liu;Zhao Liu ... 72
Energy Minimum Encrypted Data Aggregation Scheme for WSN in Smart Grid
Zixiang Wang;Zhoubin Liu;Fengning Wang;Lu Chen;Wenli Shang ... 73
Sentiment Analysis of Commodity Reviews Based on Multi-layer LSTM Network
Hao Sun;Tao Jiang;Yugang Dai ... 74
Technical Development and IT Application Trends of Medical Ultrasound Instrument
Haijuan Gao;Liting Hao;Guofang Ren;Jiayi Liu;Shuang Song;Yingbin Hou... 75
DDS Based Real-time Image Monitoring Distributed System
Jiayu Liu;Yongsheng Wang;Aidong Liu ... 76
Sea Trial of a Real-time Submerged Buoy Communication System Based on Wireless Networking
Ming Xu;Yuhong Li;Qinbo Xu ... 77
Research on Collaborative Adaptive Scheduling Mechanism of Cloud Workflow Task and Virtual Resources