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ICBDT 2023: Qingdao, China
- Proceedings of the 6th International Conference on Big Data Technologies, ICBDT 2023, Qingdao, China, September 22-24, 2023. ACM 2023
Session 1: Data-based Data Model and Algorithm
- Xiaoling Liu, Gang Wang, Benqiang Zhang, Yanzhen Sun, Guangbo Wang, Yu Chen:
Data-driven approaches to prediction of inlet NOx concentrations in denitrification systems. 1-7 - Hongtai Yuan
, Jing Chen
, Hao Sun
, Yudong Geng
, Shuang Liu
, Qihang Cui
, Qingxiao Xue
, Yongkang Wang
:
Adaptive Data Window-based Algorithm For Power Load Decomposition. 8-16 - Fan Zhang
, Shun Zhang
, Chun Fang
:
CPPGAN-ESM: GAN-Enhanced ESM Prediction Model for Cell-Penetrating Peptide. 17-21 - Yan Xu
, Gaoyun Wu
, Wei Song
:
A Predictive Study of ARIMA Model Based on Multi-Bayesian Estimation Method Fused Data on Building Materials Environment. 22-27 - Weinan Dai
, Yifeng Jiang
, Chengjie Mou
, Chongyu Zhang
:
An Integrative Paradigm for Enhanced Stroke Prediction: Synergizing XGBoost and xDeepFM Algorithms. 28-32 - Yurong Zhu
:
A Review on Data-driven Methods for Studying Hygrothermal Transfer in Building Exterior Walls. 33-41 - Chia Shen Liu, Jenyi Chao, Chia-Hung Liu:
Data-Driven Perspectives: Examining the Impact of Advertising Design on Ecommerce Marketing Performance through Facebook Algorithm. 42-46 - Yunhong Zhang
:
Construction of College Students' Internet Learning Community and Distributed Data Modeling from the Perspective of Group Dynamics. 47-51
Session 2: Calculation Model and Recommendation System based on Machine Learning
- Songyu Han
, Zhaobin Ma
, Wei Zhao
, Zhiqiang Lv
:
Neighbor-Discovery Recurrent Model for Point-of-Interest Recommendation. 52-59 - Jiaxiang Li
:
Building a Multi-Objective Recommender System Using Machine Learning Based on Light Gradient-Boosting Machine. 60-65 - Zhijie Sun
:
Graph Attention Network for Short Text Type News. 66-72 - Jiawei Fan
, Xiaojing Zhang
, Xianghui Ren
, Huisheng Ma
, Xinlei Wei
, Hao Zhang
, Yifeng Yue
:
An Anti-Degenerative Approach for FCM Neural Network Classifier in Complex Classification Tasks. 73-79 - Xin-Yu Xiao
, Man Yang
, Yaqi Huang
, Longhui Zhang
, Qianqi Wang
:
Research on red wine quality prediction model based on Deep Learning architecture. 80-85 - Jianhua Wu
, Xiang Gao
:
Quantification of Debt Default Based on Bayesian Model Averaging. 86-95 - Yuanyuan Li
, Xue Song
, Taicheng Wei
, Bing Zhu
:
Counterfactual learning in customer churn prediction under class imbalance. 96-102
Session 3: Data Analysis and Calculation based on Big Data
- Meihao Yao
, Ge Gao
:
Short-term passenger flow prediction of subway based on XGBoost multi-feature fusion. 103-109 - Rui Wang
, Jianhua Wu
:
Innovation in the maths classroom with big data for education. 110-114 - Yachao Zhang
, Xiaojie Zhang
, Wei Sha
, Xianghuang Li
, Yingxin Wei
, Yanfen Deng
, Jianhua Liu
:
Big Data Processing and Visualization of Offshore Current Based on Python. 115-121 - Xueying Ding
, Chi Wang
, Zhi Li
, Jiaxin Wang
, Qiong Xu
, Zijie Huang
:
Research and Application of Cloud Master Station Architecture for The Acquisition of Electric Energy Data Based on Big Data. 122-127 - Lei Chen
, Chengjin Liu
, Yanqing Liang
, Ting Zhang
:
A seismic data visualization system based on Springboot and WebGL. 128-133 - Chen Guo
, Lixin Du
, Xiaorong Meng
, Chao Zhang
, Di Wu
, Xu Li
:
A Layered Service Caching Method for Big Data Web Large-screen Visualization. 134-140 - Xin-Yu Xiao
, Sixu An
, Fusen Guo
, Xingyan Li
, Chunwei Lyu
:
Assessing the Impact of Olympic Games: A Study Based on Big Data Mining and Analysis. 141-145 - Hongyan Li
:
Research on Crime Prevention and Control Based on Big Data Method. 146-150 - Junyuan Zang
, Yuqian Zhang
, Tao Xu
, Mingzhi Han
, Chenxin Xiao
:
Introduction and Analysis of M-TSLand: A Multi-Temporal and Multi-Scale Remote Sensing Farmland Dataset. 151-157
Session 4: Data -based Information Extraction and Management
- Lisai Liu
, Dashuang Zhu
, Tianlong Zheng
, Yiheng Niu
, Zhao Zhang
, Zihan Zhang
, Xu Zhu
, Sheng Liu
:
Prospects and Challenges in COVID-19 Study: A Review Based on Influencing Factors and Analysis Methods. 158-174 - Yuekun Li
, Xinyue Li
, Zhaoying Chen
:
Value-added evaluation study based on regression analysis. 175-180 - Yunlong Qi
, Yan Sun
:
Visualization and Bibliometric Analysis of Research Evolution on Digital Human. 181-188 - Xin-Yu Xiao
, Sixu An
, Fusen Guo
, Xingyan Li
, Zhihong Liang
:
How Optimization Algorithm Can Contribute to Sustainability Development- A Case of Nepal. 189-194 - Xiang Gao
, Jianhua Wu
:
Analysis of the influence of government intervention on consumers' preference for purchasing new energy vehicles. 195-205 - Yu Lao Han
:
Research on Charging Strategy of Electric Vehicles Considering Bilateral Benefits. 206-210 - Yiru Wang
, Zhiping Wang
, Ya'nan Sun
:
Betweenness centrality distribution and its application in rumor propagation. 211-214 - Yonghua Guo
, Kai Zhu
, Xu Cheng
:
An improvement of SAX representation for time series by using wavelet packet decomposition and FastDTW. 215-221 - Qihong Guang
:
SCO-DUMA: Reading Comprehension with Looking Origin and Comparing Options. 222-229
Session 5: Modern information Management and Data Model
- Jiaxin Wang
, Xueying Ding
, Xiao Liao
:
Design and Application of Enterprise Data Value Co-creation and Sharing Tool for Business Users. 230-235 - Yangyang Li
:
Improved Insider Threat Detection Method of University Cluster System based on Log-Clustering. 236-241 - Jinfeng Li
, Shun Zhang
, Chun Fang
:
PB_DBP: Identifying DNA-binding proteins using ProBert_BiLSTM model. 242-246 - Guizhen Yang
, Dezhi Lv
, Zhendong Zhang
:
AEWS-Net: An Auditor Early-Warning Indicator Set Construction Network Based on Contrastive Learning. 247-253 - Youxiang Zhu
, Lijun Wang
, Qiusheng Yu
, Yongjing Wei
, Yan Zhang
, Guangming Han
:
Collaborative power fault localization method based on multi-source heterogeneous data. 254-260 - Di Wu
, Peng Zhang
, Xiaorong Meng
, Chen Guo
, Junlong Du
, Chao Zhang
, Lixin Du
:
A Data Collection Method based on Topic Weight Hypergraph. 261-266 - Yanghong Mao
:
Stock Forecasting with Decision Support System. 267-272
Session 6: AI -based Information System and Data Management
- Junwen Liu
, Zheyu Zhang
, Jifeng Xiao
, Zhijia Jin
, Xuekun Zhang
, Yuanyuan Ma
, Fuhua Yan
, Ning Wen
:
Large Language Model Locally Fine-tuning (LLMLF) on Chinese Medical Imaging Reports. 273-279 - Ying Li
, Guihang Guo
, Qian Ming
:
Factors Influencing Residents' Intention to Share Place Brand Messages Online. 280-285 - Xiao Ju
, Ge Gao
, Yue Liu
, Kang Yao
, Hao Mei Yao
:
Tradable credits system bi-level programming model based on marginal cost pricing. 286-292 - Yanhong Duan
, Tang Zhu
, Peng Si Yong
, Zou Jun Hua
, Chen Li
, Yang Jian Jun
, Wang Zi Heng
:
Evaluation of Comprehensive Protection Effectiveness of Collaborative Detection Resources under Strong Confrontation Conditions. 293-300 - Xiangzhen Li
, Yuanqing Xia
, Hongcheng Yin
, Xiaodan Xie
:
The Invention Relates To The Design Of A Product Feature Drawing System Based On WebGL. 301-305 - Hui Xie
, Xuanxuan Liu
, Li Guo
:
Semi-supervised One-pass Learning under Distribution Shift. 306-313 - Miao Cheng
, Limin Wang
:
Graph Routes From Local and Global Entrances. 314-318 - Qi Wang
, Zhiping Wang
:
TOPSIS Method Based on Prospect Theory for Interval Value Hesitant Fuzzy Set MAGDM and Its Application to Digital Economy. 319-325 - Guan Ye Xiong
, Bai-Long Yang
:
Behavior Oriented Design of Evaluation Function for Topic Crawler Search Algorithm. 326-333
Session 7: Data -oriented Computer Vision and Image Classification
- Zhendong Li
, Fei Zhou
, Xin Sun
, Junyu Dong
, Yuezun Li
:
Knowledge Distillation Based Semi-supervised Hyperspectral Image Classification. 334-339 - Can Wang
, Kun Liu
, Jiechuan Shi
, Hao Yuan
, Weiwei Wang
:
An Image Enhancement Method for Domestic High-Resolution Remote Sensing Satellite. 340-345 - Xiaofeng Xu
, Wei Zheng
:
Automatic Segmentation Method for the Nuclei Contour of High Resolution Rat Brain. 346-350 - Huayuan Xue
, Huan Yang
, Xiaofan Chi
:
Segmentation of Vertebral X-ray Image Based on Recurrent Residual Skip Connection Structure. 351-359 - Mingda Wu
, Qunying Huang
, Tang Sui
, Meiliu Wu
:
Pixel-wise Wildfire Burn Severity Classification with Bi-temporal Sentinel-2 Data and Deep Learning. 360-364 - Hao Yuan
, Kun Liu
, Jiechuan Shi
, Can Wang
, Weiwei Wang
:
End-to-End Remote Sensing Image Scene Classification with Vision Transformers. 365-371 - Liwen Peng
:
Image Captioning-based Smart Phone Forensics Analysis Model. 372-376 - Jiechuan Shi
, Kun Liu
, Hao Yuan
, Can Wang
, Bo Yang
:
Fu-W: A Hyperspectral Image Classification Algorithm Combining Mini Graph Convolutional Networks and Convolutional neural network. 377-383
Session 8: Modern Image Analysis and Detection Method
- Zhiyuan Wang
, Gang Zhao
, Guozan Lu
:
Deep learning based intersection multi-objective detection and congestion guidance. 384-390 - Yanzhi Fan
, Haozhe Jia
, Xin Wei
, Qiguo Cao
, Yingfeng Wang
, Sen Xiang
:
Semi-supervised learning with CNN for low-light images enhancement. 391-395 - Bowen Zhao
, Jianlin Zhou
, Xiaoxing Feng
, Yaxing Sun
:
Cloud detection in cloud-snow co-occurrence remote Sensing Images based on convolutional neural network. 396-402 - Fei Yin
, Xizhan Gao
, Sijie Niu
, Hui Zhao
, Guang Feng
:
Self-Attention based Deep Hash Learning Method for Efficient Image Retrieval. 403-408 - Ke Chen
, Min Li
, Guohui Yao
:
Skeleton-based Motion Recognition Model by using Graph Convolutional Network and Deep Neural Network. 409-413 - Chang Che
, Qunwei Lin
, Xinyu Zhao
, Jiaxin Huang
, Liqiang Yu
:
Enhancing Multimodal Understanding with CLIP-Based Image-to-Text Transformation. 414-418 - Evan Reswara
, Sinung Suakanto
, Seno Adi Putra
:
Comparison of Object Detection Algorithm using YOLO vs Faster R-CNN : A Systematic Literature Review. 419-424 - Chuixin Chen
:
Intelligent Car Monitoring and Control System. 425-430
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