Vol-3304
urn:nbn:de:0074-3304-0

Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

ICBASE 2022
Big Data & Artificial Intelligence & Software Engineering

Proceedings of the 2022 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering
Virtual Event, Guangzhou, China, October 21-23, 2022.

Edited by

Shaozhang Niu *
Jun Sang **

*Beijing University of Posts and Telecommunications, China, School of Computer Science
** Chongqing University, China, School of Big Data & Software Engineering

Table of Contents

Preface

2022 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering: Introduction
Summary: There were 81 papers submitted for peer-review to this conference. Out of these, 39 papers were accepted for this volume, 12 as regular papers and 27 as short papers.

Big Data Analytics and Software Engineering Research

Vibration Region Extraction Method of Bridge Based on Ground-Based MIMO Radar (short) 1-8
Xiang Cao, Xiangfei Nie, Yunkai Deng, Zhengquan Hu, Fei Xiang
Exploring Problems and Solutions About Launch Files in ROS from Q&A Community (short) 9-14
Guangjun Jiang, Xinjun Mao
Academic Paper Knowledge Graph, the Construction and Application 15-27
Xinyu Du, Ning Li
Research on Test Case Generation Method of Airborne Software Based on NLP 28-37
Cong Chao, Qinghua Yang, Xiaowei Tu
3D Dynamic Hand Gesture Recognition with Fused RGB and Depth Images (short) 38-44
Qingshan Ye, Yong Bai, Lu Chen, Wenjie Jiang
BUG-T5: A Transformer-based Automatic Title Generation Method for Bug Reports (short) 45-50
Xinyi Tian, Jingkun Wu, Guang Yang
Refined Balanced Resource Allocation Based on Kubernetes (short) 51-58
Qizheng Huo, Chengyang Li, Shaonan Li, Yongqiang Xie, Zhongbo Li
Visible Region Enhancement Network for Occluded Pedestrian Detection (short) 59-66
Fangwei Sun, Caidong Yang, Chengyang Li, Heng Zhou, Ziwei Du, Yongqiang Xie, Zhongbo Li
A Hierarchical-based Frequent Itemset Mining Method under Local Differential Privacy (short) 67-75
Deming Kong, Jian Wang
Similarity-Aware Attention Network for Multimodal Fake News Detection 76-85
Diwen Dong, Fuqiang Lin, Guowei Li, Bo Liu
Crack Extension Life and Critical Crack Length Prediction Based on XGBoost (short) 86-91
Yu Liu, Kaixing Zhao, Fusheng Hou, Xiaohui Hao
Feature Enhanced Dual-GRU for Aspect-based Sentiment Analysis 92-101
Meng Zhao, Jing Yang, Shuo Wang, Jiaqi Liu
Pedestrian Attribute Recognition Based on Multi-Scale Feature Fusion Over a Larger Receptive Field and Strip Pooling 102-114
Chen Zou, Wenbiao Xie, Xiaomei Xie, Kai Zhao, Qiuming Liu, He Xiao
Traffic Sign Detection Based on the Fusion of YOLOR and CBAM (short) 115-119
Qiang Luo, Wenbin Zheng
Stowaway Mining: a Selfish Mining Against Strategy (short) 120-128
Linqun Wang, Zumin Wang
Spatiotemporal Attention Networks for Traffic Demand Prediction 129-138
Guannan Liu, Chenxi Chen, Xin Wan, Junjie Wu
Benefits Analysis of Chinese Cities on Urban Networks Based on Evolutionary Games (short) 139-144
Xiaoyang Wang, Lilan Tu, Yichao Wang
Scoring Prediction Model Based on Fusion of Text and Temporal Features (short) 145-149
Haoqian Li, Xuesong Su, Wenguang Zheng, Jiayi Song, Yingyuan Xiao
Semantic Annotation of Office Documents 150-162
Boheng Fan, Ning Li, Yingai Tian
Ratio Test for Changes Heavy Index Based on M-Estimation under the Background of Big Data (short) 163-167
Meiting Liu, Hao Jin, Yangyi Cheng, Zini Wang

Artificial Intelligence and Computer Algorithm Modelling

A Method of Wisdom Site Safety Helmet Detection Based on Deep Learning (short) 168-176
Jiaxiang Guo, Huiyi Zhang, Tao Tao, Rencai Jin
Abnormal Traffic Detection Based on Character-Level Convolutional Neural Networks 177-186
Runjie Liu, Bingjie Guo, Chaoqiang Ji, Lei Shi
Dynamic Gated Spatial Temporal Graph Neural Networks for Traffic Forecasting (short) 187-193
Ziyan Gui, Changhui Liu, Li Xiong, Zuoquan Xie, Liang Wu
Design and Construction of MT SPOC Intelligent Teaching Service Platform (short) 194-202
Xiaojian Zhou, Jicheng Kan, Zhen Zhang, Hua Yuan, Jinmei Shi
Construction and Analysis of Surrounding Travel Demanding Graph Based on Dual Contrastive Learning Text Classification and Graph Neural Network 203-213
Guoping Lai, Zhiheng Chi, Fan Pan, Zhihao Xu, Hao Hu
Intelligent Discriminant Diagnosis of Heart Disease Cases (short) 214-218
Qi Wang, Guici Chen
Improved Whale Optimization Algorithm Based on Chaos Strategy and Gaussian Mutation (short) 219-224
Haining Zhang, Tao Tao, Hongshen Liu
An Adaptive Differential Evolution Based on Multi-subpopulation for Global Optimization (short) 225-231
Zhoucheng Bao, Kaige Chen, Tingting Pang, Zuling Wang
Linking Prediction Algorithm Integrating with Lower and Higher Order Features 232-243
Xiaoxin Li, Zhonglin Ye, Haixing Zhao, Yanlin Yang
Research on Text Classification Model Based on Self-Attention Mechanism and Multi-Neural Network 244-256
Xiaolin Wang, Yue Chen, Wei Liu, Weipeng Tai
Research on Improved Apriori Algorithm Based on Simplified Boolean Matrix (short) 257-262
Jingpeng Ruan, Gang Fang
PG-Prnet: A Lightweight Parallel Gated Feature Extractor Based on An Adaptive Progressive Regularization Algorithm (short) 263-271
Zhe Zhang, Ming Ye, Yongsheng Xie, Yan Liu
Peach Phenology Period Identification Method Based on Ensemble Learning (short) 272-276
Xiaoyu Li, Aifeng Li, Peng Lan, Yaping Li, Dongyue Liang, Xiangqu Chen
Towards High-Fidelity Facial Texture Reconstruction from Multi-View Images Using Self-supervised Learning (short) 277-282
Dongjin Huang, Yongjie Xi, Yongsheng Shi, Yufei Liu
A PCB Defect Detection Algorithm with Improved Faster R-CNN 283-292
Junhao Niu, Jin Huang, Lili Cui, Benxin Zhang, Aijun Zhu
Research on Traffic Target Detection Algorithm Based on Yolov5 (short) 293-299
Runjie Liu, Yipeng Duan, Shuguang Li, Lei Shi
Classification of Fruit Varieties Based on Deep Learning (short) 300-306
Peipei Cao, Yuekun Pei, Zhi Chai, Jingyu Liu, Zuming Wang
YOLO-DSRF: An Improved Small-Scale Pedestrian Detection Al-gorithm Based on Yolov4 (short) 307-313
Runjie Liu, Shuguang Li, Yipeng Duan, Lei Shi
Fire Patrol Path Planning Based on Improved Ant Colony Algorithm (short) 314-318
Xingchao Zhang, Tao Tao, Huiyi Zhang

2022-12-07: submitted by Jun Sang, metadata incl. bibliographic data published under Creative Commons CC0
2022-12-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|