ICBASE 2022
Big Data & Artificial Intelligence & 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