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ICBDT 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
Analysis and Prediction of Diabetes Incidence Based on Big Data. 1-7 - Tingting Liu
Analysis on Characteristics of Bus Passenger Flow in Big Data Environment. 8-13 - Zhijun An
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
Hierarchical Clustering Strategy Based on Event Triggering under Big Data Environment of Smart Libraries. 29-35 - Jiaxian Zhou
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
Spatio-Temporal Correlation Augmented Model for Traffic Flow Prediction in Urban Areas. 48-53 - Zhuang Su
Design and Implementation of Web Page Classification Method Based on XLNet Fusing Hierarchical Attention and CNN. 54-61 - Lei Xu
Multi-Attribute Spatial-temporal Graph Convolutional Network for Taxi Demand Forecasting. 62-68 - Qijian Cai
Box Office Forecast Model Based on Random Forest and BP Neural Network. 69-75 - Xiaoyang Zheng
Arrhythmia Detection Algorithm Based on CNN and SENet. 76-82 - Song Tan
Detection of Malicious Web Requests Using Neural Networks with Multi Granularity Features. 83-89 - Ziyi Yan
Prediction for the Load of Thermal Power Unit Based on Temporal Convolutional Network. 90-96
Session 3: Data Analysis and Management
- Lijun Zhu
Bus Travel Time Prediction Based on Multi-Source Data Fusion. 97-102 - Fangjun Gao
Transfer Inference of Bus Passengers Based on Multi-source Data Fusion. 103-107 - Jun Li
A General Framework for Real-Time Processing and Analysis of Flight Test Telemetry Data Based on Flink. 108-112 - Huaning Tan
Feature selection methods for high-dimensional biomedical time-to-event data: a review. 113-119 - Zhiqiang Wang
A Secure Encrypted Data Deduplication Scheme Based on Data Popularity Supporting Dynamic Ownership Management. 120-124 - William Wei Song
An Investigation into Effective Data Analysis Methods for Sensor Datasets of a Sample Building. 125-130 - Linna Yang
Research on Data Processing and Visualization of Simulation System. 131-134 - Qikai Chu
DecisionVis: A Method of Multi-attribute Correlation Visual Analysis Decision. 135-141
Session 4: Data Model and Computation
- Zhaoying Chen
Extension of cancelable commutative semigroups. 142-144 - Mingming Lei
Portfolio management algorithm based on long-term prediction of assets. 145-153 - Zhaoxi Dong
Research on Ship Collision Risk Analysis Based On Grey Correlation Analysis Algorithm. 154-159 - Jingxia Xu
Algorithmic Trading Strategies for Informed Traders. 160-164 - Keke Fei
Robust Sparse and Low-rank Subspace Clustering with Log-based Nonconvex Approximations. 165-170 - Yuling Fan
Curriculum Evaluation Model Based on Improved Gaussian Mixture Clustering. 171-177 - Xiaofeng Xu
An Automatic Method for Fast Synaptic Signal Detection and Count. 178-182
Session 5: Text and Semantic Analysis
- Lei Ren
News Recommendation Model Based on Long-Term and Short-Term Interests. 183-189 - Dongmei Song
Opinion formation on a time-varying dynamic network with different personality types: stubborn, follower, and extreme. 190-195 - Tongyao Xu
A Method for Traditional Chinese Medicine Knowledge Graph Dynamic Construction. 196-202 - Yujie Zhang
Chinese Named Entity Recognition Method Based on RoFormer-GlobalPointer and Improved R-drop. 203-207 - Mengyue Zhai
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
Bill-Type Text Recognition Model Based on Convolution Network. 221-228 - Yongliang Huang
Research on parallel corpus classification based on pre-trained model. 229-235
Session 6: Intelligent Image Processing and Application
- Yuxuan Li
A Training-Based Blind Underwater Image Quality Evaluation Metric. 236-241 - Qiu Lu
EMN: An Edge Mask based Network for Building Detection from Remote Sensing Images. 242-247 - Pengfei Wang
DCT-CenterMask: A Real-Time Instance Segmentation Network for Kidney Ultrasound Images. 248-254 - Tianxiang Zheng
Online Convolutional Neural Network for Image Streams Classification. 255-259 - Han Yang
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
SimCL: Simple Contrastive Learning for Image Classification. 273-278 - Wei Jiang
Research on Named Entity Recognition in Inorganic Chemistry Based on Bert-BiLSTM-CRF. 279-283 - Yuan Shen
Laplacian Filter Embedding based Attention Network for Land Segmentation from Remote Sensing Images. 284-290 - Xinyue Zhang
A feature catcher with excellent deblurring effects. 291-297 - Yuye Zhang
A SAR Image De-Noising Method Based on Stationary Wavelet Transform Directional Energy Threshold Filtering. 298-301 - Shuo Wang
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
Methods and Tools for Investigating Attacks - Memory Forensics. 314-319 - Chunxin Lin
STNCN: A New Method for Traffic Flow Prediction Based on the Node Correlation. 320-326 - Xi Wang
An Evaluation Approach for Website Promotion Based on Combined Weight and TOPSIS. 327-331 - Guiwei Shao
A Solution of Stream Computing Processing Real-time Service Based on flume. 332-338 - Benxin Yin
MLPSI: Multi-party Privacy Set Intersection with Linear Complexity. 339-343 - Xu Jian
Wireless Network Optimization Scheme Recommendation Using Monte Carlo Tree Search. 344-350
Session 8: Machine Learning and Model Design
- Zihan Wei
BiLSTM with novel feature matrix predicts the binding affinity between MHC-I and peptides. 351-356 - Xiaotong Wang
Lane Occupancy Prediction: A Deep Model Based on Dilated Convolution and Graph Convolution Fusion. 357-362 - Yiheng Niu
Regression Study on Influencing Factors of COVID-19 Diagnosis Rate and Mortality: A Global Perspective. 363-372 - Rongkun Ye
DDFM: A Novel Perspective on Urban Travel Demand Forecasting Based on the Ensemble Empirical Mode Decomposition and Deep Learning. 373-379 - Yang Li
Heart Disease Prediction Based on Machine Learning Methods. 380-385 - Xianglong Meng
Incorporating Self Attention Mechanism into Polarization spectral image Reflection Network. 386-393 - Sheng Zhang
Community Detection of Complex Networks Based on Advanced Stochastic Block Model. 394-402
Session 9: Intelligent Computing and Information Management
- Ziyun Zhao
Research on Effect of Huizhou Merchants'Cultural Image Communication. 403-408 - Fengjing Yin
Hybrid Recommendation Algorithm based on Attribute Knowledge Embedded Collaborative Filtering. 409-413 - Bing Wang
The training of accounting talent in the digital intelligence Era: based on enterprises and schools∗. 414-419 - Yingying Wang
Evaluation of UAV reconnaissance scheme based on grey multi-level synthesis method. 420-424 - Xiangdong Peng
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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