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.

1

Aspect Based Sentiment Analysis Based on Interactive Attention Neural Network Model

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

2

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

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

10

Study on Group Evacuation Model in Metro Station Considering Social Relations

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

11

12

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

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

21

22

Research on Image Caption Algorithm Based on Improved Attention Mechanism

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

23

24

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

28

29

Multi-level Pixel Detection Algorithm Based on Monocular Visualinertial System

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

30

31

32

A Domain-invariant Network for Crowd Counting

Authors:
Cong, Xiaofei; Luan, Fangjun

33

34

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

40

41

42

43

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

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

53

54

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

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

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

64

65

Ensemble Fuzzy Min-max Neural Network

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

66

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

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

73

Generative Adversarial Network-Based Methods in Super Resolution

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

74

75

76

Design and Application of Vehicle Enterprise Service System

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

77

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

80

81

Multi-objective Flight Schedule Optimization Based on Improved Evolutionary Algorithm

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

82

83

Design of Power System of Gas/Electric Dual Power Vehicle

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

84

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

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

90

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

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

91

92

93

94

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

97

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

101

102

103

104

105

106

107

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

110

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

113

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

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

114

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

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

121

122

123

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

126

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128