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Big Data Mining and Analytics 封面图

Big Data Mining and Analytics

IF6.2
论文数279
被引数1025
期刊论文 279
发表时间
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Editorial: Special Section on Challenges and Opportunities in Retrieval-Augmented Generation for LLMs: Techniques, Trends, and Applications编者按：检索增强生成在大型语言模型中的应用面临的挑战与机遇：技术、趋势与应用
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IF6.2
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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 AnsweringItemRAG：基于物品知识计算的检索增强生成在电子商务产品问答中的应用
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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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Knit: Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph CompletionKnit：旨在减轻知识图谱补全中大语言模型事实知识幻觉
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deleteGong, Jibing; Fang, Xiaohan; Zhu, Wenhai; Peng, Jiquan; Wang, Lin; Chen, Mengpan; Zhang, Jiangtao; Tang, Jie
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Numerical Constraint-Aware Dense Retrieval with Two-Phase Contrastive Learning基于数值约束的两阶段对比学习的密集检索
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deleteWang, Meng; Wang, Yisong; Wu, Feifan
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Vision-Language Model-Driven Human-Vehicle Interaction for Autonomous Driving: Status, Challenge, and Innovation视觉-语言模型驱动的自动驾驶中的人-车交互：现状、挑战与创新
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PREAI
deleteZhao, Rongfeng; Du, Aimin; Cai, Mobing; Zhu, Zhongpan; He, Bin
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Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation on Large Language Models提示方法尚不足够：探索大语言模型中的知识整合与可控生成
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deleteShen, Tingjia; Wang, Hao; Qin, Chuan; Sun, Ruijun; Song, Yang; Lian, Defu; Zhu, Hengshu; Chen, Enhong
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A Deep Survival Model for Predicting Alzheimers Diagnosis Based on Multi-Modal Longitudinal Data基于多模态纵向数据的阿尔茨海默症诊断预测深度生存模型
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deleteKaraman, Batuhan K.; Nguyen, Minh; Kim, Heejong; Sabuncu, Mert R.
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Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications百利才：一种面向医疗应用的领域优化检索增强生成框架
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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利用大规模数据通过神经网络实现高效低比特CUTLASS GEMM优化
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deleteGuo, Hong; Guo, Nianhui; Meinel, Christoph; Yang, Haojin
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A Hybrid Platform for Multi-Neurons Model with Optimum Co-Design Method基于最优协同设计方法的多神经元模型混合平台
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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 PredictionRADDI：一种用于药物-药物相互作用预测的检索增强框架
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deleteZhang, Hengbo; Wang, Yingying; Gao, Xinyu; Xiong, Yun
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SAVNFV: Towards a Scalable and Accurate Inter-Domain Source Address Validation Platform with Network Functions VirtualizationSAVNFV：面向网络功能虚拟化的可扩展且精确的域间源地址验证平台
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deleteYang, Shu; Zhang, Zequn; Cui, Laizhong
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Semantic Feedback-Based RAG for Radiology Report Generation基于语义反馈的RAG用于放射学报告生成
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deleteJia, Xing; Xiong, Yun; Pei, Songwen; Zhang, Yumeng; Yan, Cairong; Fang, Zhijun
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CEFCIL: Comprehensive Ensemble Framework for Exemplar-Free Class Incremental LearningCEFCIL：无示例类增量学习的综合集成框架
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IF6.2
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deleteLiu, Weike; Zhu, Cheng; Wu, Fan; Luo, Lailong; Ding, Zhaoyun; Liu, Qingbao
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Towards Artificial Intelligence for Science: A Case Study of Using ChatGPT for Disease Causality Discovery from Biomedical Literature面向科学的人工智能：利用ChatGPT从生物医学文献中发现疾病因果关系的案例研究
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deleteLi, Xiaoying; Du, Jinhua; Liu, Yuyang; Yin, Hao; Liu, Hui
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Benchmarking Analysis of scHi-C Data Imputation Methods单细胞Hi-C数据插补方法的基准分析
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deleteDu, Xuyan; Ji, Xinrui; Tang, Li; Li, Min
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GraphCon: A Parallel Graph Construction from Relational DataGraphCon：一种基于关系数据的并行图构建方法
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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基于动态样本图增强的多模态特征融合方法用于预测药物反应
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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一种融合多模态张量数据的黄芪切片质量分级方法
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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多分支双残差注意力CNN模型用于儿童肺炎分类
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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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