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 2
Volume 8 Issue 2, April 2025
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PP. 273-517
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13 articles
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Specical Section on New Machine Learning Methods and Applications
Open Access
SCoAMPS: Semi-Supervised Graph Contrastive Learning Based on Associative Memory Network and Pseudo-Label Similarity
Zaigang Gong, Siyu Chen, Qiangsheng Dai, [...], Ying Feng, Jiawei Wang, Jinghui Zhang << Fewer
Published: 28 January 2025
2025, 8(2): 273-291
Open Access
A Robust Rating Prediction Model for Recommendation Systems Based on Fake User Detection and Multi-Layer Feature Fusion
Zhigeng Han, Ting Zhou, Geng Chen, [...], Jian Chen, Chunshuo Fu << Fewer
Published: 28 January 2025
2025, 8(2): 292-309
Open Access
Lightweight Multiscale Spatio-Temporal Graph Convolutional Network for Skeleton-Based Action Recognition
Zhiyun Zheng, Qilong Yuan, Huaizhu Zhang, [...], Yizhou Wang, Junfeng Wang << Fewer
Published: 28 January 2025
2025, 8(2): 310-325
Open Access
Photovoltaic Power Forecasting with Weather Conditioned Attention Mechanism
Xuetao Jiang, Yuchun Gou, Meiyu Jiang, [...], Lihui Luo, Qingguo Zhou << Fewer
Published: 28 January 2025
2025, 8(2): 326-345
Regular Articles
Open Access
Dual Context Representation Learning Framework for Entity Alignment
Bo Cheng, Jia Zhu, Pasquale De Meo
Published: 28 January 2025
2025, 8(2): 346-363
Open Access
Segmentation-Guided Deep Learning for Glioma Survival Risk Prediction with Multimodal MRI
Jianhong Cheng, Hulin Kuang, Songhan Yang, [...], Hailin Yue, Jin Liu, Jianxin Wang << Fewer
Published: 28 January 2025
2025, 8(2): 364-382
Open Access
Census and Analysis of Higher-Order Interactions in Real-World Hypergraphs
Xihang Meng, Xuemeng Zhai, Gaolei Fei, [...], Sheng Wen, Guangmin Hu << Fewer
Published: 28 January 2025
2025, 8(2): 383-406
Open Access
Exploring Applications of Convolutional Neural Networks in Analyzing Multispectral Satellite Imagery: A Systematic Review
Antonia Ivanda, Ljiljana Šerić, Maja Braović
Published: 29 January 2025
2025, 8(2): 407-429
Open Access
Federated Transfer Learning for On-Device LLMs Efficient Fine Tuning Optimization
Chuantao Li, Bruce Gu, Zhigang Zhao, [...], Youyang Qu, Guomao Xin, Jidong Huo, Longxiang Gao << Fewer
Published: 28 January 2025
2025, 8(2): 430-446
Open Access
Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge
Ruichen Cong, Shoji Nishimura, Atsushi Ogihara, Qun Jin
Published: 28 January 2025
2025, 8(2): 447-457
Open Access
Seeing and Reasoning: A Simple Deep Learning Approach to Visual Question Answering
Rufai Yusuf Zakari, Jim Wilson Owusu, Ke Qin, [...], Tao He, Guangchun Luo << Fewer
Published: 28 January 2025
2025, 8(2): 458-478
Open Access
Dynamic Knowledge Path Learning for Few-Shot Learning
Jingzhu Li, Zhe Yin, Xu Yang, [...], Jianbin Jiao, Ye Ding << Fewer
Published: 28 January 2025
2025, 8(2): 479-495
Open Access
Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends
Peng Wang, Wenpeng Lu, Chunlin Lu, [...], Ruoxi Zhou, Min Li, Libo Qin << Fewer
Published: 28 January 2025
2025, 8(2): 496-517