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7th DMBD 2022: Beijing, China
- Ying Tan
, Yuhui Shi:
Data Mining and Big Data - 7th International Conference, DMBD 2022, Beijing, China, November 21-24, 2022, Proceedings, Part II. Communications in Computer and Information Science 1745, Springer 2022, ISBN 978-981-19-8990-2
Identification and Recognition Methods
- Jian Zhang:
Complementary Convolutional Restricted Boltzmann Machine and Its Applications in Image Recognition. 3-17 - Yanna Zhang, Guangcun Wei, Hang Min, Yunfei Xu:
Text-Independent Speaker Identification Using a Single-Scale SincNet-DCGAN Model. 18-28 - Guangyi He, Liming Xiao, Yingnan Bian, Ence Yang:
Genome-Wide Feature Selection of Robust mRNA Biomarkers for Body Fluid Identification. 29-42 - Hongren Wang
HOS-YOLOv5: An Improved High-Precision Remote Sensing Image Target Detection Algorithm Based on YOLOv5. 43-56 - Saqib Ali
A Multi-module 3D U-Net Learning Architecture for Brain Tumor Segmentation. 57-69 - Sukhamay Kundu:
A Better Linear Model Than Regression-Line for Data-Mining Applications. 70-79 - Chengxin Xie, Yuxuan Han, Yingxue Mu, Xiumei Wen:
Research on Hot Spot Mining Technology for Network Public Opinion. 80-90 - Li Zeng, Yang Li, Zili Li:
Research Hotspots, Emerging Trend and Front of Fraud Detection Research: A Scientometric Analysis (1984-2021). 91-102
Optimization Methods
- Michiharu Maeda, Yuta Chikuba:
An Algorithm of Set-Based Differential Evolution for Discrete Optimization Problem. 105-117 - Zecheng Kang, Dongyang Li, Weian Guo, Zhenyao Hua, Guangcao Liu, Yanfen Mao:
Multi-objective Optimization Technique for RSU Deployment. 118-132 - Xueping Wang, Yue Liu, Shi Cheng
Knowledge Learning-Based Brain Storm Optimization Algorithm for Multimodal Optimization. 133-143
Market Investment Methods
- Zhihan Yue, Ying Tan:
Non-local Graph Aggregation for Diversified Stock Recommendation. 147-159 - Yang Cui, Yucen Jiang, Haisong Gu:
Novel Sentiment Analysis from Twitter for Stock Change Prediction. 160-172 - Xuemei Yao, Jiahui Long, Longyun Wang, Binglin Wang, Maidi Liu, Kewei Yang:
A Novel Investment Strategy for Mixed Asset Allocation Based on Entropy-Based Time Series Prediction. 173-190 - George Xianzhi Yuan, Hua He, Haiyang Liu, Chengxing Yan, Yunpeng Zhou, Eric Chen:
The Framework of Hammer Credit Rating System for Enterprises in Capital Markets of China with International Standards. 191-211
Community Detection and Diagnosis Systems
- Hui Shan, Bin Li, Haipeng Yang, Lei Zhang:
A Self-adaptive Two-Stage Local Expansion Algorithm for Community Detection on Complex Networks. 215-230 - Xinhao Wang, Huiju Zhao, Youquan Wang
Supervised Prototypical Variational Autoencoder for Shilling Attack Detection in Recommender Systems. 231-245 - Shushu Gu, Jing Wang, Shaoqiu Zheng, Yanling Pan, Guoxin Jiang, Wenwen Dai, Ziqi Cheng, Delong Chen:
Knowledge Graph Based Chicken Disease Diagnosis Question Answering System. 246-259 - Yuhan Gao
Therapeutic Effects of Corticosteroids for Critical and Severe COVID-19 Patients. 260-287
Big Data Analysis
- Xiaomei Liu, Xin Tang, Luchao Jin, Xiong Chen, Ziji Zhou, Shuai Zhang:
Secure Cross-User Fuzzy Deduplication for Images in Cloud Storage. 291-302 - Yuhua Wang, Xin Tang, Yiteng Zhou, Xiguang Chen, Yudan Zhu:
Blockchain-Based Integrity Auditing with Secure Deduplication in Cloud Storage. 303-318 - Gengsong Li, Hongmei Li, Yu Pan, Xiang Li, Yi Liu, Qibin Zheng, Xingchun Diao:
Name Disambiguation Based on Entity Relationship Graph in Big Data. 319-329 - Hong Yan, Jing Wang, Yu Zhou:
Ontology-Based Metadata Model Design of Data Governance System. 330-342 - Zhenya Li, Shaoqiu Zheng, Cunyang Song, Wei Wang, Xiaojun Yang:
Ontology-Based Combat Force Modeling and Its Intelligent Planning Using Genetic Algorithm. 343-351 - Shiqi Ning
Research on Multi-channel Retrieve Mechanism Based on Heuristic. 352-366
Big-Model Methods
- Jiaqi Zhao
PoetryBERT: Pre-training with Sememe Knowledge for Classical Chinese Poetry. 369-384 - Yuhuan Feng
Image Hide with Invertible Network and Swin Transformer. 385-394 - Rupeng Liang, Lizhi Ying, Kebo Deng, Huawei Zhu, Wei Ma, Shaoqiu Zheng:
Modeling and Analysis of Combat System Confrontation Based on Large-Scale Knowledge Graph Network. 395-406
Generating Adversarial Examples and Other Applications
- Weiwei Hu, Ying Tan:
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN. 409-423 - Wenjian Luo, Hongwei Zhang, Linghao Kong, Zhijian Chen, Ke Tang:
Defending Adversarial Examples by Negative Correlation Ensemble. 424-438 - Yiming Mao, Zhijie Xia, Qingwei Li, Jiafan He, Aiguo Fei:
Accurate Decision-Making Method for Air Combat Pilots Based on Data-Driven. 439-448 - Bifeng Li, Bing Xue, Jiafang Kang, Chuntao Cai, Yue Liu
Establishment of Empirical Expression of Atmospheric Scattering Coefficient for Line-of-Sight Ultraviolet Propagation in Coastal Area. 449-461
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