Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Home Big Data Mining and Analytics All Issues Volume 9 Issue 5
Volume 9 Issue 5, October 2026
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PP. 1173-1353
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9 articles
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Open Access
CFL-LSTM: Collaborative Cloud Server Load Prediction Using Multi-Dimensional Time Series Correlation Analysis and LSTM
Xu Han, Li Pan, Shijun Liu
Published: 20 August 2026
2026, 9(5): 1173-1196
Open Access
A Zero-Shot Explainable Doctor Ranking Framework with Large Language Models
Ziyang Zeng, Dongyuan Li, Yuqing Yang
Published: 20 August 2026
2026, 9(5): 1197-1215
Open Access
Hypergraph-Enhanced Multimodal Dynamics for Multi-Omics Classification via Intra- and Inter-Sample Fusion
Jiawei Li, Mengyuan Zhao, Yilang Xiao, [...], Meiyi Xie, Limin Jiang, Shizhan Chen, Jijun Tang, Fei Guo << Fewer
Published: 20 August 2026
2026, 9(5): 1216-1242
Open Access
AASFormer: Adaptive Axial Squeeze Transformer Network for Industrial Surface Defect Segmentation
Haoran Yang, Dan Zhang, Na Wang, Zekun Cao
Published: 20 August 2026
2026, 9(5): 1243-1263
Open Access
TabMAGD: Combining Masked Autoencoders with Guided Diffusion for Mixed-Type Tabular Data Synthesis
Yang Qian, Yinan Jing, Zhenying He, [...], Kai Zhang, X. Sean Wang, Xiandong Chen, Jinbao Li << Fewer
Published: 20 August 2026
2026, 9(5): 1264-1275
Open Access
Detection of Base Modifications Using Long-Read Sequencing: Methods, Applications, and Challenges
Tao Sheng, Shaokai Wang, Yifu Xiao, [...], Peng Ni, Yichen Zhu, Zeyu Zhong, Jianxin Wang << Fewer
Published: 20 August 2026
2026, 9(5): 1276-1307
Open Access
Empowering Large Language Models for Relational Data Cleaning and Integration
Xiaojun Shi, Gregorius Justin Chung, Derick Julian, Lianpeng Qiao
Published: 20 August 2026
2026, 9(5): 1308-1327
Open Access
HFXL-Model: A Hybrid Deep Learning and Ensemble Boosting Framework for Binary Intrusion Detection in IoT Networks
Abdeslem Blali, Souhayla Dargaoui, Mourade Azrour, [...], Azidine Guezzaz, Fatima Amounas, Abdulatif Alabdulatif << Fewer
Published: 20 August 2026
2026, 9(5): 1328-1340
Open Access
Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment Analysis
Wenxuan Zhang, Jihong Ding, Huazhong Liu, [...], Tingting Han, Yuanhan Liu, Laurence T. Yang << Fewer
Published: 20 August 2026
2026, 9(5): 1341-1353