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ORCIDICBDT 2022: Qingdao, China
- 5th International Conference on Big Data Technologies, ICBDT 2022, Qingdao, China, September 23-25, 2022. ACM 2022, ISBN 978-1-4503-9687-5
Session 1: Big Data Analysis and Data Computing
- Youwei Zhang
, Jing Li, Pengyu Qu, Wenqing Yao, Chuanwei Lu:
Analysis and Prediction of Diabetes Incidence Based on Big Data. 1-7 - Tingting Liu, Deyong Guan, Fangjun Gao, Ying Wei:
Analysis on Characteristics of Bus Passenger Flow in Big Data Environment. 8-13 - Zhijun An, Lin Liang, Jun Han:
Research on Teaching Evaluation Enabled by Big Data and Artificial Intelligence in Classroom. 14-19 - Tianyi Song:
Analysis of the evaluation of shantung in the European and American fashion markets in the first half of the 20th century using Python. 20-28 - Li-Na Tang, Hao Su:
Hierarchical Clustering Strategy Based on Event Triggering under Big Data Environment of Smart Libraries. 29-35 - Jiaxian Zhou, Zongze Ma:
Industrial Data-Driven Model of Tobacco Leaf Loose Moisture Regain. 36-42 - Chunyan Jiang:
Research and Application of Grey Factor Analysis in Big Data Analytics. 43-47
Session 2: Convolutional Network Theory and Algorithms
- Yue Wang, Ming Chen, Aite Zhao:
Spatio-Temporal Correlation Augmented Model for Traffic Flow Prediction in Urban Areas. 48-53 - Zhuang Su, Runyuan Sun, Zhifeng Liang:
Design and Implementation of Web Page Classification Method Based on XLNet Fusing Hierarchical Attention and CNN. 54-61 - Lei Xu, Leiming Xia, Shourun Pan:
Multi-Attribute Spatial-temporal Graph Convolutional Network for Taxi Demand Forecasting. 62-68 - Qijian Cai, Wei Tan:
Box Office Forecast Model Based on Random Forest and BP Neural Network. 69-75 - Xiaoyang Zheng, Yumei Ma, Zhenkuan Pan, Zongtang Xu:
Arrhythmia Detection Algorithm Based on CNN and SENet. 76-82 - Song Tan, Runyuan Sun, Zhifeng Liang:
Detection of Malicious Web Requests Using Neural Networks with Multi Granularity Features. 83-89 - Ziyi Yan, Gang Wang, Benqiang Zhang, Lin Zhang, Lei Wang, Zhongqing Yu, Yu Chen:
Prediction for the Load of Thermal Power Unit Based on Temporal Convolutional Network. 90-96
Session 3: Data Analysis and Management
- Lijun Zhu, Weibo Wei, Yang Xia, Liping Fu:
Bus Travel Time Prediction Based on Multi-Source Data Fusion. 97-102 - Fangjun Gao, Deyong Guan, Ying Wei:
Transfer Inference of Bus Passengers Based on Multi-source Data Fusion. 103-107 - Jun Li, Rui Nie, Zhe Yang:
A General Framework for Real-Time Processing and Analysis of Flight Test Telemetry Data Based on Flink. 108-112 - Huaning Tan, Chutong Deng, Shaobo Chen, Qianlin Luo, Guoqiang Hu, Yujuan Quan:
Feature selection methods for high-dimensional biomedical time-to-event data: a review. 113-119 - Zhiqiang Wang, Wenjing Gao, Xinliang Li, Rong Hao:
A Secure Encrypted Data Deduplication Scheme Based on Data Popularity Supporting Dynamic Ownership Management. 120-124 - William Wei Song, Yurong Zhu, Xiaohuan Wang, Xiangdong Peng:
An Investigation into Effective Data Analysis Methods for Sensor Datasets of a Sample Building. 125-130 - Linna Yang, Zhijun Chen, Yun Bai, Mingjie Zhang, Jiang Yu:
Research on Data Processing and Visualization of Simulation System. 131-134 - Qikai Chu, Yadong Wu, Lingli Zhang, Zhouqiao He, Yu Qiu:
DecisionVis: A Method of Multi-attribute Correlation Visual Analysis Decision. 135-141
Session 4: Data Model and Computation
- Zhaoying Chen, Xiuqing Wang:
Extension of cancelable commutative semigroups. 142-144 - Mingming Lei, Xiao Pan, Shanshan Gao, Yunfeng Zhang:
Portfolio management algorithm based on long-term prediction of assets. 145-153 - Zhaoxi Dong, Yuan Cao, Mengyu Tang, Yu Wang:
Research on Ship Collision Risk Analysis Based On Grey Correlation Analysis Algorithm. 154-159 - Jingxia Xu, Yun Xiong:
Algorithmic Trading Strategies for Informed Traders. 160-164 - Keke Fei, Chong Peng, Kehan Kang, Wenjiang Shao:
Robust Sparse and Low-rank Subspace Clustering with Log-based Nonconvex Approximations. 165-170 - Yuling Fan, Weifeng Wang, Likai Dong, Aizeng Cao:
Curriculum Evaluation Model Based on Improved Gaussian Mixture Clustering. 171-177 - Xiaofeng Xu, Yihua Lan, He Li, Qinglei Qi, Quan Liu:
An Automatic Method for Fast Synaptic Signal Detection and Count. 178-182
Session 5: Text and Semantic Analysis
- Lei Ren, Dehao Chen, Zexin Miao, Huisheng Zhang:
News Recommendation Model Based on Long-Term and Short-Term Interests. 183-189 - Dongmei Song, Yunhong Zhang:
Opinion formation on a time-varying dynamic network with different personality types: stubborn, follower, and extreme. 190-195 - Tongyao Xu, Chen Guo, Lixin Du, Jiangying Xu, Peng Zhang, Xin Feng, Mingyue Li:
A Method for Traditional Chinese Medicine Knowledge Graph Dynamic Construction. 196-202 - Yujie Zhang, Jinhua Li, Shuaiwei Huan:
Chinese Named Entity Recognition Method Based on RoFormer-GlobalPointer and Improved R-drop. 203-207 - Mengyue Zhai, Jianjun Yu:
Semantic Recognition and Representation of Management Business Processes. 208-214 - Jiaqiao Xu:
Sentiment Analysis of Chinese Microblog Comments -Comparison between SVM and LSTM. 215-220 - Xiaowei Yin, Fengjing Shao, Xiaopeng Wang, Rencheng Sun:
Bill-Type Text Recognition Model Based on Convolution Network. 221-228 - Yongliang Huang, Shulin Yang, Meiqi Zhou, Jiao Peng, Xiang Li:
Research on parallel corpus classification based on pre-trained model. 229-235
Session 6: Intelligent Image Processing and Application
- Yuxuan Li, Guojia Hou, Yali Hao, Mingzhe Wang, Siqi Zhang, Zhenkuan Pan:
A Training-Based Blind Underwater Image Quality Evaluation Metric. 236-241 - Qiu Lu, Jiwen Dong, Yan Dong, Tao Xu, Zhen Liu, Jie Qing Liu:
EMN: An Edge Mask based Network for Building Detection from Remote Sensing Images. 242-247 - Pengfei Wang, Ximei Zhao:
DCT-CenterMask: A Real-Time Instance Segmentation Network for Kidney Ultrasound Images. 248-254 - Tianxiang Zheng, Zhijie Wen:
Online Convolutional Neural Network for Image Streams Classification. 255-259 - Han Yang, Xue Ding, Jirong Wang, Jun Li:
EPCL: Encoder Perturbation can Replace the Data Augmentations in Contrastive Learning for Image Classification. 260-265 - Chunpeng Wu, Zexu Du, Jinrui Gan, Guoliang Zhang, Yu Wang, Xin Wang, Peng Wu, Fei Zhou:
Cross-Domain Character Recognition through Latent Space Alignment. 266-272 - Han Yang, Xue Ding, Jirong Wang, Jun Li:
SimCL: Simple Contrastive Learning for Image Classification. 273-278 - Wei Jiang, Qiang Xu, Hui Ding:
Research on Named Entity Recognition in Inorganic Chemistry Based on Bert-BiLSTM-CRF. 279-283 - Yuan Shen, Tao Xu, Lanyu Liu, Yu Lin Wang, Guang Shuai Xie, Yan Li, Wen Shuo Li:
Laplacian Filter Embedding based Attention Network for Land Segmentation from Remote Sensing Images. 284-290 - Xinyue Zhang, Guodong Wang, Hao Dong, Bining Zeng:
A feature catcher with excellent deblurring effects. 291-297 - Yuye Zhang, Yingying Wang, Yiheng Wang:
A SAR Image De-Noising Method Based on Stationary Wavelet Transform Directional Energy Threshold Filtering. 298-301 - Shuo Wang, Junli Zhao, Weiwei Li, Jieying Tang, Xiaodan Deng, Mingquan Zhou:
3D Skull Similarity Evaluation Based on Siamese Network with Residual Structure. 302-307
Session 7: Information Network and Security
- Shiyang Wang:
Ensemble2: Anomaly Detection in Communication Network. 308-313 - Lixun Peng, Gabriela Mogos:
Methods and Tools for Investigating Attacks - Memory Forensics. 314-319 - Chunxin Lin, Ying Li, Haoran Li:
STNCN: A New Method for Traffic Flow Prediction Based on the Node Correlation. 320-326 - Xi Wang, Zhichao Chen, Mingming Kong, Bo Li, Mengmeng Fan:
An Evaluation Approach for Website Promotion Based on Combined Weight and TOPSIS. 327-331 - Guiwei Shao, Lili Wang, Xiaowei Yang, Shengxia Tu, Denghong Liao, Songling Liu:
A Solution of Stream Computing Processing Real-time Service Based on flume. 332-338 - Benxin Yin, Hansong Xu, Xinliang Li, Jun Sun, Hanlin Zhang:
MLPSI: Multi-party Privacy Set Intersection with Linear Complexity. 339-343 - Xu Jian, Wang Xi:
Wireless Network Optimization Scheme Recommendation Using Monte Carlo Tree Search. 344-350
Session 8: Machine Learning and Model Design
- Zihan Wei, Zongrui Dai:
BiLSTM with novel feature matrix predicts the binding affinity between MHC-I and peptides. 351-356 - Xiaotong Wang, Xiufang Sun, Zesheng Cheng:
Lane Occupancy Prediction: A Deep Model Based on Dilated Convolution and Graph Convolution Fusion. 357-362 - Yiheng Niu, Dashuang Zhu, Lisai Liu, Weibiao Tan, Wenqian Zhao, Sheng Liu:
Regression Study on Influencing Factors of COVID-19 Diagnosis Rate and Mortality: A Global Perspective. 363-372 - Rongkun Ye, Zhihao Xu, Junjie Pang:
DDFM: A Novel Perspective on Urban Travel Demand Forecasting Based on the Ensemble Empirical Mode Decomposition and Deep Learning. 373-379 - Yang Li, Zhaoxun Li:
Heart Disease Prediction Based on Machine Learning Methods. 380-385 - Xianglong Meng, Meng Han, Yuanbo Tan:
Incorporating Self Attention Mechanism into Polarization spectral image Reflection Network. 386-393 - Sheng Zhang, Donghui Zhang, Houzhong Liu, Wanting Mei, Xiaowu Xiong, Xuelin Zhang:
Community Detection of Complex Networks Based on Advanced Stochastic Block Model. 394-402
Session 9: Intelligent Computing and Information Management
- Ziyun Zhao, Huibin Zhan:
Research on Effect of Huizhou Merchants'Cultural Image Communication. 403-408 - Fengjing Yin, Pengfei Zhang, Yan Pan, Hao Xu, Xin Zhang:
Hybrid Recommendation Algorithm based on Attribute Knowledge Embedded Collaborative Filtering. 409-413 - Bing Wang, Jianjue Bian, Xue Yu:
The training of accounting talent in the digital intelligence Era: based on enterprises and schools∗. 414-419 - Yingying Wang, Yiheng Wang, Yuye Zhang:
Evaluation of UAV reconnaissance scheme based on grey multi-level synthesis method. 420-424 - Xiangdong Peng, Panxia Xiong, William Wei Song, Xiao Zhou, Huaqiang Zhu, Quan Zhang, Yong Lu, Tengfei Zheng:
ECG Signals Classification Method for Wireless Body Area Network Based on Quantized Residual Network. 425-435 - Yong Li:
Corporate Digital Transformation and Total Factor Productivity: Internal Mechanisms and External Conditions. 436-443
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