Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Home Big Data Mining and Analytics All Issues Volume 8 Issue 1
Volume 8 Issue 1, February 2025
Cover
Cover
Contents(PDF)
PP. 1-271
|
14 articles
Previous Issue
|
Next Issue
Open Access
Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection
Zongduo Liu, Yan Huang, Jian Wang, [...], Genji Yuan, Junjie Pang << Fewer
Published: 19 December 2024
2025, 8(1): 1-17
Open Access
RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and Inference
Wenying Guo, Shengdong Du, Jie Hu, [...], Fei Teng, Yan Yang, Tianrui Li << Fewer
Published: 19 December 2024
2025, 8(1): 18-30
Open Access
A Reinforcement Learning Approach for Graph Rule Learning
Zhenzhen Mai, Wenjun Wang, Xueli Liu, [...], Xiaoyang Feng, Jun Wang, Wenzhi Fu << Fewer
Published: 19 December 2024
2025, 8(1): 31-44
Open Access
GPT-NAS: Neural Architecture Search Meets Generative Pre-Trained Transformer Model
Caiyang Yu, Xianggen Liu, Yifan Wang, [...], Yun Liu, Wentao Feng, Xiong Deng, Chenwei Tang, Jiancheng Lv << Fewer
Published: 16 September 2024
2025, 8(1): 45-64
Open Access
MW-UNet: Multi-Scale Weighted Connection UNet for Identification and Classification of Non-Meteorological Clutter over Big Radar Data
Mengmeng Cui, Chen Zeng, Xiaolong Xu, [...], Muhammad Bilal, Xiaoyu Xia << Fewer
Published: 19 December 2024
2025, 8(1): 65-77
Open Access
Graph Evolution Rules Meet Communities: Assessing Global and Local Patterns in the Evolution of Dynamic Networks
Alessia Galdeman, Matteo Zignani, Sabrina Gaito
Published: 19 December 2024
2025, 8(1): 78-102
Open Access
Desensitized Financial Data Generation Based on Generative Adversarial Network and Differential Privacy
Fan Zhang, Luyao Wang, Xinhong Zhang
Published: 19 December 2024
2025, 8(1): 103-117
Open Access
Affective Video Content Analysis: Decade Review and New Perspectives
Junxiao Xue, Jie Wang, Xiaozhen Liu, [...], Qian Zhang, Xuecheng Wu << Fewer
Published: 19 December 2024
2025, 8(1): 118-144
Open Access
An Overview of Deep Neural Networks for Few-Shot Learning
Juan Zhao, Lili Kong, Jiancheng Lv
Published: 19 December 2024
2025, 8(1): 145-188
Open Access
BPS-FL: Blockchain-Based Privacy-Preserving and Secure Federated Learning
Jianping Yu, Hang Yao, Kai Ouyang, [...], Xiaojun Cao, Lianming Zhang << Fewer
Published: 19 December 2024
2025, 8(1): 189-213
Open Access
Robust Non-Negative Matrix Tri-Factorization with Dual Hyper-Graph Regularization
Jiyang Yu, Hangjun Che, Man-Fai Leung, [...], Cheng Liu, Wenhui Wu, Zheng Yan << Fewer
Published: 19 December 2024
2025, 8(1): 214-232
Open Access
Knowledge Error Detection via Textual and Structural Joint Learning
Xiaoyu Wang, Xiang Ao, Fuwei Zhang, [...], Zhao Zhang, Qing He << Fewer
Published: 19 December 2024
2025, 8(1): 233-240
Open Access
IPSA: A Multi-View Perception Model for Information Propagation in Online Social Networks
Huiyu Min, Jiuxin Cao, Tao Zhou, Qing Meng
Published: 19 December 2024
2025, 8(1): 241-256
Open Access
Enhanced Attention-Driven Dynamic Graph Convolutional Network for Extracting Drug-Drug Interaction
Xiechao Guo, Dandan Song, Fang Yang
Published: 19 December 2024
2025, 8(1): 257-271