Rubric: Proceedings - General Proceedings
ISCTT 2021
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Zhang, Tao (Ed.)

ISCTT 2021

6th International Conference on Information Science, Computer Technology and Transportation, November 26-28, 2021, Xishuangbanna, China

2022, XII, 668 pages, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-5727-5, e-book: ISBN 978-3-8007-5728-2
Personal VDE Members are entitled to a 10% discount on this title

Content Foreword

ISCTT 2021 is host by AEIC Academic Exchange Information Center and North China University of Technology, is to bring together innovative academics and industrial experts in the field of Information Science, Computer Technology and Transportation to a common forum. The primary goal of the conference is to promote research and developmental activities in Information Science, Computer Technology and Transportation and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in Information Science, Computer Technology and Transportation and related areas.
The conference brings together about 160 leading researchers, engineers, and scientists in the domain of interest from different countries.
Professor Tao Zhang, North China University of Technology, NCUT, China

Zhang Tao, professor, doctoral tutor, "Distinguished Expert" of overseas high-level talents introduced by the Central Organization Department, Chief Scientist of Aerospace Changfeng of Aerospace Science and Industry Group, Vice President of Beijing European and American Alumni Association, President of Electronic Branch of Beijing Expert Association, Distinguished Expert of Beijing Overseas High-level Talents "Haiju Project", "High-end Leading Talent" of National Zhongguancun Science and Technology Demonstration and Entrepreneurship Base, Beijing International "High-end Business Talent" Award, and Chief Technical Expert of National Golden Shield Project. Expert leader of key R&D projects of informatization construction of National Development and Reform Commission, expert of national informatization projects, member of National Science and Technology Award Expert Committee, special expert of key R&D of Ministry of Science and Technology, and expert of National Natural Science Foundation of China. He used to be the chief architect of the German Volkswagen Computer Expert System, the senior consultant of the banking business of IBM Corporation of America, and the vice president of the technology and operation department of Bank of America. Engaged in the research and application of big data core algorithms, data integration and data governance, the design and construction of powerful intelligent engine middle and back-office architecture, providing 360-dimensional support for applications in various fields of foreground application scenarios, and leading the design, development and implementation of 28 intelligent application systems: 1. Smart financial risk prevention and control, 2. Smart city, 3. Safe city, 4. Intelligent transportation, 5. Smart medical care, 6. Wisdom.
Search Conference Papers
1

Aspect Based Sentiment Analysis Based on Interactive Attention Neural Network Model

Authors:
Chen, Gong; Zhou, Fang; Gao, Jialiang; Chen, Jiangchuan
2

Mixed Weighted Classification Loss Function and TFcaNet Attention Mechanism for Remote Sensing Images Object Detection

Authors:
Wang, Junhua; Jiang, Jingfei; Xu, Jinwei; Gu, Qinyi
3

Research on Carbon Emission Prediction of Energy Consumption Based on Neural Network and Scenario Analysis

Authors:
Zhang, Wei; Zhang, Zhizhi; Xu, Zhenan; Li, Fang; Liu, Zesan; Meng, Hongmin; Yan, Yurong; Zhang, Xiao
4

Blockchain-based Intrusion Detection Scheme for Cloud-computing

Authors:
Guo, Wei; Xie, Linjiang; Hang, Feilu; Lv, Yao; Luo, Zhenyu
5

Analysis of Ridesharing Vehicle Crash Severity Incorporating Data Imbalance Treatment

Authors:
Zhao, Jianwei
6

Prediction of Breast Cancer Candidate Drug Activity Based on Bi- LSTM

Authors:
Zhang, Le; Li, Jinhua; Yang, Hong; Yin, Gang
7

Model of Wafer Manufacturing Scheduling System Considering Multi-time Factors

Authors:
Zhang, Le; Li, Jinhua; Yang, Hong; Song, Fuchen; Tie, Panpan; Zhang, Zhixin
8

Tactical Data Link Time-delay Performance Reliability Model

Authors:
Xu, Shihong; Tang, Botao; Wen, Guoyi
9

DDoS attack intrusion detection based on relative entropy-CNN

Authors:
Yuan, Ming; Yang, Guiqin
10

Study on Group Evacuation Model in Metro Station Considering Social Relations

Authors:
Li, Jiayang; Song, Fuchen; Wang, Siwen; Li, Jinhua
11

Airline Member Customer Value Analysis: Data Visualization

Authors:
Zhong, Haipei
12

Research on Modeling and Simulation of Crowd Evacuation Based on Emotional Infection

Authors:
Li, Jiayang; Wang, Siwen; Song, Fuchen
13

Research on Flow Anomaly Detection Technology Based on NetFlow

Authors:
Shen, Duanming; Qiao, Dexin; Li, Qing; Zhang, Na; Zhang, Wenbo; Xin, Haiyan; Gu, Haisheng
14

Data Visualization of the Epidemic Situation of COVID-19 Based on Python

Authors:
Quan, Junyu
15

An Improved Algorithm for Motion Blurred Image

Authors:
Yan, Yuxin; Tang, Ying; Mou, Weidong; Xiao, Junqiu
16

Lightweight SAR Image Target Detection Algorithm Based on YOLO-v5

Authors:
Xiao, Mengmei; Lv, Xiaoqi; Huang, Pingping; Xu, Wei; Tan, Weixian; Dong, Yifan
17

Position Distribution Prediction Algorithm of Quadrotor Drones based on QRGRU

Authors:
Lu, Jiahuan; Yang, Zhao; Zhang, Zhijie; Tang, Rong
18

Attribute weighted Naive Bayes classification based on a Space Search Optimization algorithm

Authors:
Hong, Chenxu; Chen, Li; Zhang, Honghao; Huang, Wei
19

Multidimensional data index method of energy big data center based on space filling curve

Authors:
Xia, Xuwei; Zhang, Shuang; Liu, Jia; Ma, Rui; Zhu, Dongge
20

Fault diagnosis of rolling bearing based on parameter optimized VMD-FE-SVM

Authors:
Yang, Yunfan; Xi, Caiping
21

Fan Power Forecast Based on Sparrow Search Algorithm Optimized Back Propagation Neural Network

Authors:
Cui, Xinmiao; Sun, Yuan
22

Research on Image Caption Algorithm Based on Improved Attention Mechanism

Authors:
Ke, Jie; Zeng, Shangyou; Wang, Jinjin
23

Sow gesture recognition based on semi-implicit iterative algorithm

Authors:
Li, Fang; Xie, Qiuju
24

Evaluation Protocol of Scene Text Detection Based on Character Number

Authors:
Du, Kai
25

Strategic Conflict Resolution Based on Cooperative Co-evolution Algorithm

Authors:
Xu, Man; Hu, Minghua; Zhang, Ying; Zhou, Yi
26

DAU-Net: A Regression Cell Counting Method

Authors:
Zhu, Yiming; Tang, Songyuan; Jiang, Yurong; Kang, Ruirui
27

Research on Big Data Analysis Technology for Smart Learning

Authors:
Li, Daowang
28

Study on Data Synchronization Technology of Aero-engine Altitude Simulation Test Facility Experiment Based on The Spring Boot Framework

Authors:
Zhou, Qifan; Zhao, Wanli; Li, Kai; Qiao, Yanping; Guo, Yingqing
29

Multi-level Pixel Detection Algorithm Based on Monocular Visualinertial System

Authors:
Yao, Xinling; Zhao, Junyang; Zhou, Zhaofa; Guan, Shiyin
30

Data mining for pedestrian movement in large-scale experiments

Authors:
Jin, Chengjie; Shi, Keda
31

Ensemble Learning of Two Layers for Financial Time Series Prediction

Authors:
Hao, Chenchen; Gao, Qiang
32

A Domain-invariant Network for Crowd Counting

Authors:
Cong, Xiaofei; Luan, Fangjun
33

Statistical Analysis of Guangxi's Per Capita GDP Based on Deep Neural Network Model

Authors:
Hou, Yuke; Feng, Lubing
34

D2CNet: A Densely Connected Collaborative Network for Saliency Detection and Object Size Prediction

Authors:
Duan, Liangliang; Zhou, Quanqiang
35

Analysis of Thermal Stress in Three Dimensional Package

Authors:
Jiang, Han; Gan, Hua; Zhang, Hongze; Zhu, Zhiyuan
36

Defect Analysis of Power Equipment Based on Information Extraction Model

Authors:
Mu, Jinshuang; Gao, Zhanjun; Zhou, Fengyuan
37

A Micro-Segmentation Protection Scheme Based on Zero Trust Architecture

Authors:
Xie, Linjiang; Hang, Feilu; Guo, Wei; Lv, Yao; Chen, Hexiong
38

A New Post-Quantum Identity-Based Authenticated Key Agreement Mechanism for TLS Handshake

Authors:
Ni, Liang; Gu, Weili; Zhou, Hengsheng; Zhang, Yawei
39

Edge Computing Based Coordinated Energy-saving Train Regulation with Multi-agent Learning

Authors:
Shang, Mengying; Zhou, Yonghua
40

Based on Stackelberg Game Model, This Paper Studies the Impact of the Application of Computer Technology on Energy Conservation and Emission Reduction in Supply Chain

Authors:
Qiao, Shuang; Wang, Pengshu; Wang, Pengshu
41

Forward Design of Landing Gear Retraction System Based on MBSE

Authors:
Wu, Zhongzhi
42

Research on co-articulation of Tibetan Xiahe Dialect Stops Based on Face Motion Capture

Authors:
Zhu, Shengyin; Wu, Zhen
43

Smart trash can based on Baidu Universal Object Recognition API

Authors:
He, Zihao
44

Research on 5G Anonymous Authentication Technology based on Group Signatures

Authors:
Hao, Qianfang; Sun, Lei; Zhao, Kun; Song, Yunfan; Wang, Miao; Han, Songshen
45

Application of Virtual Reality Computer Simulation System in Governing the Digital Divide among the Elderly

Authors:
Li, Chunge; Wu, Hanbin; Tang, Zhenzhen
46

Design and Application of Intelligent Library Service Interaction Platform Based on Edge Computing

Authors:
Li, Jie; Wang, Yali; Yu, Lu; Zhao, Qunfeng; Li, Yan
47

FPGA-Based Heterogeneous Accelerated Image Classification System

Authors:
Ding, Haonan; Lu, Yi; Chen, Zi’ang; Xu, Qingwei; Ge, Hua
48

Design of Intelligent QA for Self-learning of College Students Based on BERT

Authors:
Gu, Zongyun; Wang, Qing; Li, Fangfang; Ou, Yangting
49

Design of Automatic Water Boiler Control System Based on S7-300

Authors:
Ji, Jun; Ma, Dongbao; Xing, Feifei
50

Endogenous Security Protection Method Suitable for the Full Life Cycle of Docker

Authors:
Guo, Wei; Hang, Feilu; Xie, Linjiang; Lv, Yao; Chen, Hexiong
51

Design and implementation of IEEE 802.1AS protocol based on FPGA

Authors:
Lin, Haijiao; Xu, Yanli; Ma, Guiyang; Zhu, Huali; Xu, Wanping; Yang, Hua
52

Research on the Application of Natural Language Processing Technology in E-commerce

Authors:
Huang, Yan
53

Selection Method of Evaluation Benchmark for Maintenance Quality of Ballast Tamping Operation

Authors:
Li, Shiyi
54

Construction of Assembly Language Three-tier Experimental System Based on EMU8086

Authors:
Yu, Jing
55

Design and Implementation of Oil and Gas Pipeline Abnormal Monitoring System Based on UAV Patrol

Authors:
Wang, Dan; Zhao, Dequn; Ye, Jiazi; Li, Shuang; Guo, Jingping
56

A Tree-based Structure Mutation Method for Network Protocol Fuzzing

Authors:
Yang, Rui; Jing, Jing; Qi, Xuyan; Zheng, Hongbing
57

Software architecture based on message queue

Authors:
Wang, Weitao; Ning, Meng; Wang, Yulong
58

Research on the control system of robotic arm based on fuzzy neural network

Authors:
Zhou, Rui; Fu, Hefei
59

Study on application of mirror effect device in pattern design of Yi nationality lacquer ware

Authors:
Liu, Chuan; Lyu, Jianhua; Li, Sichao; Zhu, Hanlu
60

Research on microcomputer interferon source location technology for commissioning of 10kV Substation and distribution station

Authors:
Chun, Sheng; Cui, Jian; Liu, Xin
61

Feature Generating Network For Zero-Shot Classification

Authors:
Yan, Jinhua; Peng, Hongjing
62

Construction and Application of Marine Accidents Knowledge Graph

Authors:
Fu, Piaoyun; Yu, Weihong; Ren, Yue; Wang, Yuye
63

Design of electrical analysis and identification device based on STM32

Authors:
Chen, Chen
64

Research on Key Technologies of Fire Alarm System Based on Mesh Wireless Ad Hoc Network

Authors:
Jiang, Yulin; Wang, Li
65

Ensemble Fuzzy Min-max Neural Network

Authors:
Yang, Jiayue; Ning, Hongyun; Wang, Dan; Huang, Wei
66

A On-Chip Current Sensing Circuit for Boost Converter

Authors:
Yang, Feng
67

Space-based TDM-MIMO radar space debris ladder array secondorder compensation method

Authors:
Liang, Jiale; Duan, Chongdi; Wang, Weiwei; Li, Weiping
68

Design of Remote Access System for Digital Resources in Campus based on SSL Protocol

Authors:
Liu, Chen; Suo, Zhihai; Mao, Qi; Wang, Yuting; Dong, Wenxin
69

Area Division Method Based on Improved Bisection K-means Clustering

Authors:
Liu, Kexin; Zhang, Hongzhou; Wang, Wei
70

Research on Digital Measurement Method of Electric Energy Based on Positive Sequence Active Power

Authors:
Chen, Haining; Li, Yan; Chen, Yao; Yang, Jun
71

A Heterogeneity Evaluation for the of Mimic Network Control of SDN

Authors:
Mao, Jiaming; Zhao, Ran; Zhu, Jiajia; Zhang, Bo; Xi, Zesheng; He, Chuan
72

Reinforcement of Pre-trained Bert Architecture for the Detection of Spam Reviews

Authors:
Liu, Yuxin; Ning, Yansong; Wang, Li
73

Generative Adversarial Network-Based Methods in Super Resolution

Authors:
Chen, Siqi; Liu, Xiao; Meng, Shilong
74

Design and Application of On-line Bookstores Website based on PHP

Authors:
Guo, Haijiao
75

Design and implementation of blockchain platform operation and maintenance support system based on Kubernetes+EFK framework

Authors:
Zhang, Haiyang; Zeng, Hao
76

Design and Application of Vehicle Enterprise Service System

Authors:
Zong, Xin; Sun, Xiaoping; Hua, Yujie; Yuan, Xiaoxiang; Wang, Xianfei; Shi, Jianrong
77

A green multimodal transportation path optimize problem with comprehensive cost

Authors:
Xianshuo, Feng
78

The Study on Lines in Transportation Design Through Computer Simulation

Authors:
Hao, Ruimin; Gao, Xun; Liu, Fuyong; Li, Yong; Cheng, Wanying; Huang, Wenjie
79

Port Congestion Evaluation Model Based on Ship Automatic Identification System

Authors:
Ma, Hao; Zhu, Jishuang
80

PANet: parallel attention network for remote sensing image semantic segmentation

Authors:
Ma, Yuqi
81

Multi-objective Flight Schedule Optimization Based on Improved Evolutionary Algorithm

Authors:
Ding, Wenhao; Hu, Minghua; Su, Jiaming; Xu, Man
82

Construction of Collaborative Carpooling Model Based on Dynamic Uncertain Demand under the vehicle of internet Environment

Authors:
Ling, Tian; Zhang, Junwei; Li, Jiangyi; Fang, Jiangyu
83

Design of Power System of Gas/Electric Dual Power Vehicle

Authors:
Liu, Haiyan; Wang, Lei; Dai, Peng
84

Electric Bus Charging Scheduling Strategy Algorithm for Existing Line Operation

Authors:
Shi, Yiru
85

Research on Risk of Transportation System of Passenger Lines over 800 Kilometers

Authors:
Liu, Chang; Wang, Xueran; Meng, Xingkai; Luo, Wenhui; Wu, Chuna; Xia, Hongwen
86

Research on Real-time Monitoring System of Abnormal Driving Behavior Based on Multi-angle Fusion

Authors:
Chai, Yuan; Qiu, Feng; Li, Yang
87

Optimal Lead Research on Bispectral Features of Driving Fatigue EEG Signal

Authors:
Li, Shengmin; Zhao, Chunlin; Wang, Yutao
88

Fault Diagnosis of the Train Speed and Distance Measurement Equipment Based on Rough Set Theory

Authors:
Jia, Shuilan; Chen, Yonggang; Xiong, Wenxiang; Xu, Jiye
89

Capacity Models for Tandem Berth Configurations at Bus Stops

Authors:
Liu, Lu; Bian, Zhanglei
90

Aircraft Skin Damage Detection Method Based on Improved Mask Scoring R-CNN

Authors:
Wu, Boer; Ding, Yuanyuan; Ding, Meng; Xu, Juan
91

Service Quality Evaluation of Yunda Express in Shenfu Reform and Innovation Demonstration Zone Based on AHP-Fuzzy Evaluation

Authors:
Zhang, Le; Jiang, Jiaqi; Yang, Hong; Yin, Gang
92

Grey correlation analysis of the relationship between tourism and transportation in Guangdong Province

Authors:
Yu, Tong; Ye, Yingxia
93

Analytical Study on the Necessity of Integrating Underground Public Space and Rail Transit in Urban Center

Authors:
Hong, Xiaochun; Ji, Xiang
94

Ramp short-term traffic flow prediction based on BiLSTM-Attention model with spatiotemporal correlation analysis

Authors:
Gong, Yannan; Lu, Wenqi; Rui, Yikang; Ran, Bin
95

Abnormal Analysis of Motor Vehicle Brake Inspection Based on Similarity

Authors:
Hou, Binshan; Sun, Xiaoping; Zong, Xin; Yuan, Xiaoxiang; Yang, Zhi; Wang, Jianfeng
96

Optimization of Multi-lane Train Operation Scheme Based on the Data of Maximum Section Passenger Flow:The Case of Shanghai Subway Line 9

Authors:
Gu, Jialin
97

Modeling Heterogeneous Pedestrian Exit Selection Decisions in Subway Platform Evacuation

Authors:
Qu, Jing; Zhang, Qi; Zhu, Huiying
98

Optimization Strategy of Road Transportation Standard Vehicle Verification System Based on Data Quality Control

Authors:
Xia, Haiying; Xu, Shuquan; Liu, Yingji; Wei, Xinlei; Dong, Guoliang; Jia, Hong
99

Research on Location of Logistics UAV Airport in Urban Environment

Authors:
Feng, Dikun; Zhang, Honghai; Liu, Hao; Zhang, Xiaowei
100

Evaluation on Severity of Pedestrian-Vehicle Traffic Conflicts at Signalized Intersection Based on SOM

Authors:
Peng, Huanhuan; Wei, Liying
101

Approach and Landing Safety Early Warning Based on Spectral Temporal Graph Neural Network

Authors:
Yang, Huiting; Zhao, Yiming; Cao, Li
102

Congestion Propagation of Urban Traffic network Based on Cell Transmission Model

Authors:
Liu, Enqi
103

Research on Special Vehicle Detection and Passenger Elevator Docking Behavior Recognition in Intelligent Monitoring

Authors:
Zhang, Zhenzhen; Ding, Meng; Ding, Yuanyuan; Ma, Guangyou
104

Research on the Application of Time Sensitive Networking in Unmanned In-vehicle Network

Authors:
Wang, Haisheng; Zhao, Zixu; Wei, Jian
105

A shared parking spot reservation and allocation model that considers prioritizing commuting demands

Authors:
Lian, Tianxiang
106

Accuracy analysis of media heterogeneity characteristics and signal master frequency on image reconstruction

Authors:
Jiang, Liling; Wang, Guofu; Li, Hongli; Huo, Jingri
107

An Integrated Control Method of Highway Ramp Meteringand Variable Speed Limit based on the Internet of Vehicles

Authors:
Chai, Gan; Wang, Shanshan; Liu, Yu; Bao, Weipeng
108

Research on Bi-level Programming Models of Street Space Based on Two-dimensional Functions

Authors:
Wang, Hang; Ge, Jiacheng; Qi, Xianfeng; Cheng, Huan
109

Data-Driven Control Strategy for On-Ramp Vehicles

Authors:
Wei, Kai
110

Prediction Model of Urban Short-time Traffic Flow Based on Intelligent Algorithm

Authors:
Dong, Hanyu
111

A Comprehensive Evaluation Method for the Importance of Nodes in the Air Route Network

Authors:
Song, Jinjin; Tian, Wen; Fang, Qin; Zhou, Xuefang
112

Classification of Motion Imagery Signal Based on Wavelet Packet Decomposition and Common Space Pattern Algorithm

Authors:
Zang, Jie; Wang, Chengxiang; Wang, Qingyu
113

Research on Airport Security Inspection Process Based on Retention and Regression Model

Authors:
Su, Jiaming; Guo, Congcong; Hu, Minghua; Ding, Wenhao
114

Automated Planing of Sector Boundary Points Layout of Flexible En Route Airspace Based on Nested Clustering Optimization

Authors:
Jiang, Xingyu; Hu, Minghua; Yang, Lei; Zhou, Yi
115

Integrated Control Method for Ramp Traffic Flow in Construction Area of Expressway

Authors:
Wu, Yusheng; Wu, Zhiqiang; Guo, Zhaoyuan; Bao, Weipeng
116

A Regional Bus Dispatching Algorithm for Flexible Transit with Realtime Demand Information

Authors:
Zhang, Xinming; Zhao, Xiaokuan; Xie, Binglei; Ma, Hang
117

A Fast Method of Railway Signal Cable Fault Location Based on SFT

Authors:
Gan, Luping; Wei, Xueye
118

MNTN: Deep Modular N-shape Transformer Networks for Image Captioning

Authors:
Yang, You; Fang, Xiaolong; Deng, Yi; Wu, Chunyan
119

Eco-driving for Intelligent Electric Vehicles at Signalized Intersection: A Proximal Policy Optimization Approach

Authors:
Zhang, Xiaoliang; Jiang, Xia; Li, Nan; Yang, Zhongyue; Xiong, Zhuang; Zhang, Jian
120

A DTMF Signal Generation, Transmission and Detection System based on DSP and MATLAB

Authors:
Yuan, Weilin
121

Optimization of the Replacement of Self-driving Bus Fleets based on Heuristic Algorithm

Authors:
Yu, YaPeng
122

Multi-Agent Based Simulation of Collaborative Mechanism for Airline Flight Delay Recovery

Authors:
Ji, Ling; Wu, Weiwei; Lu, Jing; Liu, Shuo
123

Analysis of Information Security Risks and Countermeasures of Smart Cities from the Perspective of Information Ecology

Authors:
Song, Jiayao
124

Bidirectional Convolutional Long Short-Term Memory-based Human Action Recognition on an Airport Apron

Authors:
Ding, Yuanyuan; Ding, Meng; Zhang, Zhenzhen; Wu, Boer
125

Research on Robust Optimization of Aviation Logistics Service Supply Chain Based on Supply Disruption and System Informatization

Authors:
Chen, Jianhua; Liu, Wenjun
126

A study on bus schedule scheduling optimization based on heuristic algorithm

Authors:
Wang, Lizheng
127

Fuzzy Comprehensive Evaluation Method of Traffic Coordination Operation Status of Super Large Airport

Authors:
Li, Menglu; Gao, Ruicong; Chai, Gan
128

Electric Vehicle Charging Load Forecasting based on Monte Carlo

Authors:
Wang, Peiwen; Shen, Jin