Frontiers in Big Data | Data Mining and Management section | New and Recent Articles https://www.frontiersin.org/journals/big-data/sections/data-mining-and-management RSS Feed for Data Mining and Management section in the Frontiers in Big Data journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-02T22:15:07.977+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2026.1811110 https://www.frontiersin.org/articles/10.3389/fdata.2026.1811110 <![CDATA[A reinforcement learning-guided interpretable method for postoperative sepsis prediction with Hilbert-Schmidt Independence Criterion]]> 2026-04-07T00:00:00Z Original Research Kunhua ZhongHan ChenQilong SunPeng WangZhenbei LiuYuwen Chen https://www.frontiersin.org/articles/10.3389/fdata.2026.1814157 https://www.frontiersin.org/articles/10.3389/fdata.2026.1814157 <![CDATA[A disease potential-driven graph attention model for comorbidity risk prediction of hypertension]]> 2026-04-02T00:00:00Z Original Research Leming ZhouHanshu QinYanmei YangGang HuangZhigang Liu https://www.frontiersin.org/articles/10.3389/fdata.2026.1779935 https://www.frontiersin.org/articles/10.3389/fdata.2026.1779935 <![CDATA[GFTrans: an on-the-fly static analysis framework for code performance profiling]]> 2026-02-27T00:00:00Z Original Research Jie LiYunbao WenJingxin LiuBiqing ZengSeyedali Mirjalili https://www.frontiersin.org/articles/10.3389/fdata.2026.1782461 https://www.frontiersin.org/articles/10.3389/fdata.2026.1782461 <![CDATA[A genetic algorithm-based framework for online sparse feature selection in data streams]]> 2026-02-09T00:00:00Z Original Research Guanyu LiuJinhang LiuGuifan HeYifan LiuHuabo BaiMin Zhou https://www.frontiersin.org/articles/10.3389/fdata.2026.1775728 https://www.frontiersin.org/articles/10.3389/fdata.2026.1775728 <![CDATA[Adaptive core-enhanced latent factor model for highly accurate QoS prediction]]> 2026-02-02T00:00:00Z Original Research Siqi AiPeixin LiHao FangYonghui Xia https://www.frontiersin.org/articles/10.3389/fdata.2025.1753871 https://www.frontiersin.org/articles/10.3389/fdata.2025.1753871 <![CDATA[Deep learning-enabled hybrid systems for accurate recognition of text in seal images]]> 2026-01-14T00:00:00Z Original Research Keke ZhangMingyu GuanChao WuYutong LiQingguo LüYi LiuYi WangWei WangWei Zhang https://www.frontiersin.org/articles/10.3389/fdata.2025.1745751 https://www.frontiersin.org/articles/10.3389/fdata.2025.1745751 <![CDATA[Time series forecasting for bug resolution using machine learning and deep learning models]]> 2025-12-19T00:00:00Z Original Research Lerina AversanoMartina IammarinoAntonella MadauFabiano Pecorelli https://www.frontiersin.org/articles/10.3389/fdata.2025.1704189 https://www.frontiersin.org/articles/10.3389/fdata.2025.1704189 <![CDATA[M-PSGP: a momentum-based proximal scaled gradient projection algorithm for nonsmooth optimization with application to image deblurring]]> 2025-11-24T00:00:00Z Original Research Kexin NingQingguo LüXiaofeng Liao https://www.frontiersin.org/articles/10.3389/fdata.2025.1680669 https://www.frontiersin.org/articles/10.3389/fdata.2025.1680669 <![CDATA[Research on optimization of personalized recommendation method based on RFMQ model— taking outdoor sports products in cross-border e-commerce as an example]]> 2025-10-14T00:00:00Z Original Research Qianlan ChenChupeng ChenZubai JiangChaoling LiYangxizi TanNiannian LiBolin ZhouBingxian Yang https://www.frontiersin.org/articles/10.3389/fdata.2025.1609124 https://www.frontiersin.org/articles/10.3389/fdata.2025.1609124 <![CDATA[OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection]]> 2025-07-29T00:00:00Z Original Research Fatema-E JannatSina GholamiMinhaj Nur AlamHamed Tabkhi https://www.frontiersin.org/articles/10.3389/fdata.2025.1624507 https://www.frontiersin.org/articles/10.3389/fdata.2025.1624507 <![CDATA[Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications]]> 2025-07-10T00:00:00Z Review Fangling WangAzlan Mohd ZainYanjie RenMahadi BahariAzurah A. SamahZuraini Binti Ali ShahNorfadzlan Bin YusupRozita Abdul JalilAzizah MohamadNurulhuda Firdaus Mohd Azmi https://www.frontiersin.org/articles/10.3389/fdata.2025.1603106 https://www.frontiersin.org/articles/10.3389/fdata.2025.1603106 <![CDATA[Conceptual design of a decision knowledge service model integrating a multi-agent supply relationship diagram for electric power emergency equipment]]> 2025-06-06T00:00:00Z Original Research Jiandong SiChang LiuJingxian YeJianfeng WuJianguo WangKairui HuChunhua JuQianwen Cao https://www.frontiersin.org/articles/10.3389/fdata.2025.1600267 https://www.frontiersin.org/articles/10.3389/fdata.2025.1600267 <![CDATA[Sliding window based rare partial periodic pattern mining algorithms over temporal data streams]]> 2025-06-04T00:00:00Z Original Research K. Jyothi UpadhyaRonan LoboMini Shail ChhabraAman PalejaB. Dinesh RaoGeetha M.Prachi SisodiaBolusani Akshita Reddy https://www.frontiersin.org/articles/10.3389/fdata.2025.1582619 https://www.frontiersin.org/articles/10.3389/fdata.2025.1582619 <![CDATA[Erratum: Edge-level multi-constraint graph pattern matching with lung cancer knowledge graph]]> 2025-03-04T00:00:00Z Erratum Frontiers Production Office https://www.frontiersin.org/articles/10.3389/fdata.2025.1508087 https://www.frontiersin.org/articles/10.3389/fdata.2025.1508087 <![CDATA[Cloud computing convergence: integrating computer applications and information management for enhanced efficiency]]> 2025-02-19T00:00:00Z Original Research Guo Zhang https://www.frontiersin.org/articles/10.3389/fdata.2025.1546850 https://www.frontiersin.org/articles/10.3389/fdata.2025.1546850 <![CDATA[Edge-level multi-constraint graph pattern matching with lung cancer knowledge graph]]> 2025-02-10T00:00:00Z Original Research Houdie TuLei LiZhenchao TaoZan Zhang https://www.frontiersin.org/articles/10.3389/fdata.2025.1563730 https://www.frontiersin.org/articles/10.3389/fdata.2025.1563730 <![CDATA[Editorial: Visualizing big culture and history data]]> 2025-02-04T00:00:00Z Editorial Florian WindhagerSteffen KochSander MünsterEva Mayr https://www.frontiersin.org/articles/10.3389/fdata.2024.1437580 https://www.frontiersin.org/articles/10.3389/fdata.2024.1437580 <![CDATA[TSPDB: a curated resource of tailspike proteins with potential applications in phage research]]> 2024-11-27T00:00:00Z Data Report Opeyemi U. LawalLawrence Goodridge https://www.frontiersin.org/articles/10.3389/fdata.2024.1444634 https://www.frontiersin.org/articles/10.3389/fdata.2024.1444634 <![CDATA[Efficient out-of-distribution detection via layer-adaptive scoring and early stopping]]> 2024-11-20T00:00:00Z Methods Haoliang WangChen ZhaoFeng Chen https://www.frontiersin.org/articles/10.3389/fdata.2024.1427104 https://www.frontiersin.org/articles/10.3389/fdata.2024.1427104 <![CDATA[ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs]]> 2024-11-19T00:00:00Z Original Research Zohreh RaghebiFarnoush Banaei-Kashani