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Big Data Mining and Analytics cover

Big Data Mining and Analytics

IF6.2
Papers274
Citations1025
Journal Papers 279
Publication Date
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Editorial: Special Section on Challenges and Opportunities in Retrieval-Augmented Generation for LLMs: Techniques, Trends, and Applications
deleteBig Data Mining and Analytics
IF6.2
delete2026-04-01
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PREAI
deleteYu, Philip S.; Wang, Haofen; Zhu, Feida
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ItemRAG: Retrieval-Augmented Generation with Item-Based Knowledge Computing for E-Commerce Product Question Answering
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteXu, Changliang; Kang, Yukun; Feng, Quan; Hua, Jinghua; Li, Piji; Wu, Feiran; Wei, Hu; Chen, Xiang; Huang, Sheng-Jun; Chen, Songcan
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Numerical Constraint-Aware Dense Retrieval with Two-Phase Contrastive Learning
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IF6.2
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PREAI
deleteWang, Meng; Wang, Yisong; Wu, Feifan
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Knit: Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteGong, Jibing; Fang, Xiaohan; Zhu, Wenhai; Peng, Jiquan; Wang, Lin; Chen, Mengpan; Zhang, Jiangtao; Tang, Jie
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Vision-Language Model-Driven Human-Vehicle Interaction for Autonomous Driving: Status, Challenge, and Innovation
deleteBig Data Mining and Analytics
IF6.2
delete2026-04-01
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PREAI
deleteZhao, Rongfeng; Du, Aimin; Cai, Mobing; Zhu, Zhongpan; He, Bin
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A Deep Survival Model for Predicting Alzheimers Diagnosis Based on Multi-Modal Longitudinal Data
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IF6.2
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PREAI
deleteKaraman, Batuhan K.; Nguyen, Minh; Kim, Heejong; Sabuncu, Mert R.
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Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation on Large Language Models
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteShen, Tingjia; Wang, Hao; Qin, Chuan; Sun, Ruijun; Song, Yang; Lian, Defu; Zhu, Hengshu; Chen, Enhong
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Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteCui, Long; Liu, Yongbin; Ouyang, Chunping; Yu, Ying; Zhang, Jiangtao; Wan, Yaping; Yang, Fei
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Leveraging Large-Scale Data for Efficient Low-Bit CUTLASS GEMM Optimization via Neural Networks
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IF6.2
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PREAI
deleteGuo, Hong; Guo, Nianhui; Meinel, Christoph; Yang, Haojin
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A Hybrid Platform for Multi-Neurons Model with Optimum Co-Design Method
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IF6.2
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PREAI
deleteWang, Song; Qiao, Keao; Liang, Jindong; Hua, Nianchen; Lu, Rui; Zhai, Jidong; Pei, Jing
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RADDI: A Retrieval Augmented Framework for Drug-Drug Interaction Prediction
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteZhang, Hengbo; Wang, Yingying; Gao, Xinyu; Xiong, Yun
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CEFCIL: Comprehensive Ensemble Framework for Exemplar-Free Class Incremental Learning
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteLiu, Weike; Zhu, Cheng; Wu, Fan; Luo, Lailong; Ding, Zhaoyun; Liu, Qingbao
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Semantic Feedback-Based RAG for Radiology Report Generation
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteJia, Xing; Xiong, Yun; Pei, Songwen; Zhang, Yumeng; Yan, Cairong; Fang, Zhijun
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SAVNFV: Towards a Scalable and Accurate Inter-Domain Source Address Validation Platform with Network Functions Virtualization
deleteBig Data Mining and Analytics
IF6.2
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deleteYang, Shu; Zhang, Zequn; Cui, Laizhong
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Towards Artificial Intelligence for Science: A Case Study of Using ChatGPT for Disease Causality Discovery from Biomedical Literature
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteLi, Xiaoying; Du, Jinhua; Liu, Yuyang; Yin, Hao; Liu, Hui
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Benchmarking Analysis of scHi-C Data Imputation Methods
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IF6.2
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PREAI
deleteDu, Xuyan; Ji, Xinrui; Tang, Li; Li, Min
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GraphCon: A Parallel Graph Construction from Relational Data
deleteBig Data Mining and Analytics
IF6.2
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PREAI
deleteDong, Bowen; Wang, Wenjun; Liu, Xueli; Wang, Yuejun; Yin, Dan
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A Multi-Modal Feature Fusion Method Enhanced by Dynamic Sample Graphs for Predicting Drug Responses
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IF6.2
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deleteZhao, Haochen; Li, Bowei; Xie, Chenliang; Duan, Guihua
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A Multimodal Tensor Data Fused Astragalus Slices Quality Grades Method
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IF6.2
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deleteZhang, Lei; Huo, Qianglong; Li, Delong; Yang, Qisheng; Ma, Ruijie; Wu, Zheyu; Liao, Shaowen
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A Multi-Branch Dual Residual Attention CNN Model for Pediatric Pneumonia Classification
deleteBig Data Mining and Analytics
IF6.2
delete2026-02-01
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deleteWang, Xiaokang; Yu, Jiale; Lin, Yi; Yao, Biyuan; Qiu, Zhao; Zhan, Yuefu; Chen, Jing; Zhang, Xu
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