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ORCIDICBDT 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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