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 6
Volume 8 Issue 6, December 2025
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PP. 1211-1431
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13 articles
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Open Access
GoM-ICD: Automatic ICD Coding with Gap Schemes and Mixture of Experts
Yifan Wu, Weiyan Qiu, Min Zeng, [...], Xi Chen, Min Li, Hongtao Zhu << Fewer
Published: 19 September 2025
2025, 8(6): 1211-1224
Open Access
Retinal Fusion Network with Contrastive Learning for Imbalanced Multi-Class Retinal Disease Recognition in FFA
Xiaohui Chen, Jingqi Huang, Chen Tang, [...], Haili Ye, Mingming Yang, Yan Hu, Xiaoqing Zhang, Jiang Liu << Fewer
Published: 19 September 2025
2025, 8(6): 1225-1244
Open Access
LSTM-KAN: Revolutionizing Indoor Visible Light Localization with Robust Sequence Learning
Yonghao Yu, Dawei Zhao, Junjun Chen, [...], Kexue Fu, Shui Yu, Longxiang Gao, Khandakar Ahmed, Youyang Qu << Fewer
Published: 19 September 2025
2025, 8(6): 1245-1260
Open Access
Large-Scale Community Key-Member Search: An Efficient Approach Based on Random Walks
Yuyang Zhao, Yuxiang Wang, Xiaoliang Xu, [...], Yue Wu, Tianxing Wu, Xiangyu Ke << Fewer
Published: 19 September 2025
2025, 8(6): 1261-1281
Open Access
Research on a Multilayer Network Community Detection Algorithm Based on Local Information Expansion
Xiaoming Li, Neal N. Xiong, Wei Yu, [...], Long Chen, Hongpeng Bai, Hongwei Jin << Fewer
Published: 19 September 2025
2025, 8(6): 1282-1306
Open Access
Dynamic Batch Processing with FlexiDecode Scheduler for Efficient LLM Inference in IIoT
Xiaocong Jia, Bruce Gu, Jinjun Chen, [...], Longxiang Gao, Weiguang Pang, Guangtong Lv, Youyang Qu, Lei Cui << Fewer
Published: 19 September 2025
2025, 8(6): 1307-1323
Open Access
CLTDA: Identifying Associations Between tsRNAs and Diseases Based on Contrastive Learning
Wei Lan, Wenyi Chen, Chunling Li, [...], Qingfeng Chen, Wei Peng, Yi-Ping Phoebe Chen, Xiaoshu Zhu << Fewer
Published: 19 September 2025
2025, 8(6): 1324-1334
Open Access
Joint Multi-Scale Channel Attention and Multi-Perception Head for Underwater Object Detection
Changlong Guo, Yan Yang, Yongquan Jiang, [...], Xiaobo Zhang, Xiaole Zhao, Jie Wang << Fewer
Published: 19 September 2025
2025, 8(6): 1335-1352
Open Access
Semi-Supervised Prefix Tuning of Large Language Models for Industrial Fault Diagnosis with Big Data
Gecheng Chen, Jiahao Yuan, Jiayu Yao, [...], Zheng Luo, Jianqiang Li, Chengwen Luo << Fewer
Published: 19 September 2025
2025, 8(6): 1353-1368
Open Access
A Survey on Data Asset Value Change Estimation and Appreciation with Data Governance
Xiaoou Ding, Genglong Li, Yafeng Tang, [...], Chen Liang, Tianren Yu, Muyun Zhou, Yida Liu, Zekai Qian, Zixuan Song, Hongzhi Wang << Fewer
Published: 19 September 2025
2025, 8(6): 1369-1387
Open Access
Compound Cocrystal Prediction via Dual-View Learning Framework Under Adversarial Consistency and Complementarity Constraints
Haoyang Yu, Haixin Wang, Bei Zhu, [...], Xuexin Wei, Bingxue Du, Hui Yu, Jianyu Shi << Fewer
Published: 19 September 2025
2025, 8(6): 1388-1404
Open Access
A Knowledge Graph Enhanced Pre-Trained Large Language Model for Predicting MicroRNA-circRNA Interactions
Jiren Zhou, Rui Niu, Boya Ji, [...], Zhuhong You, Xuequn Shang << Fewer
Published: 19 September 2025
2025, 8(6): 1405-1417
Open Access
Zero-Shot Knowledge-Based Visual Question Answering with Frozen Language Models
Jing Liu, Lizong Zhang, Chenpeng Cao, [...], Yinong Shi, Chong Mu, Jiaxin Li << Fewer
Published: 19 September 2025
2025, 8(6): 1418-1431