Frontiers in Big Data | New and Recent Articles https://www.frontiersin.org/journals/big-data RSS Feed for Frontiers in Big Data | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-04-29T09:01:41.163+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2026.1821270 https://www.frontiersin.org/articles/10.3389/fdata.2026.1821270 <![CDATA[Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm]]> 2026-04-28T00:00:00Z Original Research Sujan Kumar MohantySatyajit RathSatya Ranjan SahuBikram Kumar ParidaRakesh Chandra Balabantaray https://www.frontiersin.org/articles/10.3389/fdata.2026.1768366 https://www.frontiersin.org/articles/10.3389/fdata.2026.1768366 <![CDATA[Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection]]> 2026-04-24T00:00:00Z Original Research Juan Antonio González-RamosPablo Chamoso https://www.frontiersin.org/articles/10.3389/fdata.2026.1761377 https://www.frontiersin.org/articles/10.3389/fdata.2026.1761377 <![CDATA[The designing of a transparent hybrid machine learning framework for water leak detection: a systematic review]]> 2026-04-24T00:00:00Z Systematic Review Chinemerem M. AnozieTite TuyikezeIbidun C. ObagbuwaFezile Matsebula https://www.frontiersin.org/articles/10.3389/fdata.2026.1772101 https://www.frontiersin.org/articles/10.3389/fdata.2026.1772101 <![CDATA[Generation of Kazakhstan's unified national testing variants using AI: a platform for automatic task creation with expert control]]> 2026-04-17T00:00:00Z Original Research Bolatbek AbdrasilovTalgat NiyazovLyazzat ShinetovaShugyla AltybayevaKenzhekul TuralbayevaDavid Orlov https://www.frontiersin.org/articles/10.3389/fdata.2026.1744885 https://www.frontiersin.org/articles/10.3389/fdata.2026.1744885 <![CDATA[Evaluating the impact of OMOP-CDM on data quality insight generation in respiratory disease management]]> 2026-04-10T00:00:00Z Original Research Brenda Mbouamba YankamFankoua Tchaptchet Luc BaudoinPauline AndesoFrançois Anicet Onana AkoaJean Blaise EbimbeMiranda BarasaMbele OnanaSamuel IddiAgnes KiraggaBertrand Hugo Mbatchou NgahaneData Science Without Borders Project 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.2025.1594374 https://www.frontiersin.org/articles/10.3389/fdata.2025.1594374 <![CDATA[Toward robust social media sentiment for SMEs: a comparative study of dictionary-based and machine learning approaches with insights for hybrid methodologies]]> 2026-04-01T00:00:00Z Original Research Heru SusantoAida Sari OmarAlifya Kayla Shafa SusantoDesi SetianaLeu Fang-YieJunaid M. ShaikhAsep InsaniUus KhusniRachmat HidayatIndra AkbariIwan Basuki https://www.frontiersin.org/articles/10.3389/fdata.2026.1778363 https://www.frontiersin.org/articles/10.3389/fdata.2026.1778363 <![CDATA[Tree-based machine learning methods for predicting vehicle insurance claim size]]> 2026-03-23T00:00:00Z Original Research Edossa Merga TerefeMerga Abdissa Aga https://www.frontiersin.org/articles/10.3389/fdata.2026.1737043 https://www.frontiersin.org/articles/10.3389/fdata.2026.1737043 <![CDATA[Fairer non-negative matrix factorization]]> 2026-03-17T00:00:00Z Original Research Lara KassabErin GeorgeDeanna NeedellHaowen GengNika Jafar NiaAoxi Li https://www.frontiersin.org/articles/10.3389/fdata.2026.1676922 https://www.frontiersin.org/articles/10.3389/fdata.2026.1676922 <![CDATA[FunduScope: a human-centered, machine learning–based interactive tool for training junior ophthalmologists in diabetic retinopathy detection]]> 2026-03-13T00:00:00Z Original Research Sara-Jane BittnerMichael BarzDaniel Sonntag https://www.frontiersin.org/articles/10.3389/fdata.2026.1752142 https://www.frontiersin.org/articles/10.3389/fdata.2026.1752142 <![CDATA[Jingdezhen ceramic culture in the digital era: a qualitative inquiry into digital dissemination and platform innovation]]> 2026-03-09T00:00:00Z Original Research Qiuyang HuangZhengjun Chen 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.2026.1770989 https://www.frontiersin.org/articles/10.3389/fdata.2026.1770989 <![CDATA[Spatiotemporal deep learning framework for predictive behavioral threat detection in surveillance footage]]> 2026-02-27T00:00:00Z Original Research Asha Aruna Sheela MattaVenkata Purna Chandra Sekhara Rao Manukonda https://www.frontiersin.org/articles/10.3389/fdata.2026.1681382 https://www.frontiersin.org/articles/10.3389/fdata.2026.1681382 <![CDATA[Federated learning for teacher data privacy protection: a study in the context of the PIPL]]> 2026-02-09T00:00:00Z Original Research Shanwei ChenXiu Zhi QiXue Hui HanZhao Chen FanLe Le Wang 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.2026.1697392 https://www.frontiersin.org/articles/10.3389/fdata.2026.1697392 <![CDATA[Dynamic transfer learning with co-occurrence-guided multi-source fusion for urban spatio-temporal crime prediction]]> 2026-02-05T00:00:00Z Original Research Chen CuiZiwan ZhengHao DuWen Wang https://www.frontiersin.org/articles/10.3389/fdata.2025.1651290 https://www.frontiersin.org/articles/10.3389/fdata.2025.1651290 <![CDATA[Depression detection through dual-stream modeling with large language models: a fusion-based transfer learning framework integrating BERT and T5 representations]]> 2026-02-04T00:00:00Z Original Research Na WangWeijia ZhangRaja KamilIan RennerSyed Abdul Rahman Al-HaddadNormala IbrahimZhen Zhao https://www.frontiersin.org/articles/10.3389/fdata.2026.1750906 https://www.frontiersin.org/articles/10.3389/fdata.2026.1750906 <![CDATA[Algorithmic recourse in sequential decision-making for long-term fairness]]> 2026-02-04T00:00:00Z Original Research Francisco GumucioLu Zhang https://www.frontiersin.org/articles/10.3389/fdata.2026.1718710 https://www.frontiersin.org/articles/10.3389/fdata.2026.1718710 <![CDATA[Modeling household adoption of IoT-based home security in Dhaka: a PLS–machine learning framework]]> 2026-02-04T00:00:00Z Original Research Arif MahmudAshikur RahmanFahmid Al FaridJia UddinHezerul Bin Abdul Karim