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 2026-07-13T12:22:56.779+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2026.1878260 https://www.frontiersin.org/articles/10.3389/fdata.2026.1878260 <![CDATA[A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directions]]> 2026-07-10T00:00:00Z Review Dwarsala Sreedhar ReddyKakelli Anil Kumar https://www.frontiersin.org/articles/10.3389/fdata.2026.1728498 https://www.frontiersin.org/articles/10.3389/fdata.2026.1728498 <![CDATA[A prognostic tool for pulmonary collapse: nomogram-based prediction of 28-day mortality]]> 2026-07-09T00:00:00Z Original Research Xinming HeWenchong YuYuling LiAo MaZhichao MengJiehao ZhuMinghui TanXiaodong ZhaoMu Chen https://www.frontiersin.org/articles/10.3389/fdata.2026.1837706 https://www.frontiersin.org/articles/10.3389/fdata.2026.1837706 <![CDATA[Noise-robust temporal–spectral fusion transformers for EEG-based cognitive state classification in aviation environments]]> 2026-07-09T00:00:00Z Original Research Quynh Anh NguyenNam Anh DaoLong Nguyen https://www.frontiersin.org/articles/10.3389/fdata.2026.1842233 https://www.frontiersin.org/articles/10.3389/fdata.2026.1842233 <![CDATA[Evolutionary multi-agent reinforcement learning for crisis-aware demographic policy optimization]]> 2026-07-08T00:00:00Z Original Research Anton V. DozhdikovArseniy M. Sitkovskiy https://www.frontiersin.org/articles/10.3389/fdata.2026.1883452 https://www.frontiersin.org/articles/10.3389/fdata.2026.1883452 <![CDATA[Cross-model evaluation of phishing detectors against LLM-generated emails]]> 2026-07-07T00:00:00Z Original Research Rommel GutierrezWilliam Villegas-ChJaime Govea https://www.frontiersin.org/articles/10.3389/fdata.2026.1871346 https://www.frontiersin.org/articles/10.3389/fdata.2026.1871346 <![CDATA[Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection]]> 2026-06-23T00:00:00Z Original Research Joseph P. MchinaNeema MdumaRamadhani S. Sinde https://www.frontiersin.org/articles/10.3389/fdata.2026.1807559 https://www.frontiersin.org/articles/10.3389/fdata.2026.1807559 <![CDATA[Influence of localized roadway surface obstacles on vehicular emissions under real-world urban driving conditions]]> 2026-06-23T00:00:00Z Original Research Victor Cardoso OliveiraThiago Iachiley Araújo de SouzaNicole Souza BatistaBruno Vieira BertonciniVerônica Teixeira Franco Castelo Branco https://www.frontiersin.org/articles/10.3389/fdata.2026.1687969 https://www.frontiersin.org/articles/10.3389/fdata.2026.1687969 <![CDATA[Deep learning model to predict COPD hospital admissions based on meteorological data: a medical meteorological forecast]]> 2026-06-18T00:00:00Z Original Research Lei ZhangMingjie ZhangJinghong ZhangYajie ZhangTian XieYipeng DingShuyuan ChuHaihong Wu https://www.frontiersin.org/articles/10.3389/fdata.2026.1857064 https://www.frontiersin.org/articles/10.3389/fdata.2026.1857064 <![CDATA[Where diverse populations gather: transit accessibility and the spatial structure of social mixing]]> 2026-06-18T00:00:00Z Original Research Yuan Liao https://www.frontiersin.org/articles/10.3389/fdata.2026.1826953 https://www.frontiersin.org/articles/10.3389/fdata.2026.1826953 <![CDATA[Inner layer security reinforcement for instant payment systems: a dual layer encryption-steganography evaluation in Brunei's digital payment context]]> 2026-06-17T00:00:00Z Original Research Ampuan Shazani bin Ampuan Haji SadikinHeru Susanto https://www.frontiersin.org/articles/10.3389/fdata.2026.1838191 https://www.frontiersin.org/articles/10.3389/fdata.2026.1838191 <![CDATA[Measuring the impact of virtualization and containerization on the environment when using GPUs for processing the AI models]]> 2026-06-16T00:00:00Z Original Research Safaa HriezMohammad Haikal https://www.frontiersin.org/articles/10.3389/fdata.2026.1835663 https://www.frontiersin.org/articles/10.3389/fdata.2026.1835663 <![CDATA[Using artificial intelligence to improve governance and public services in Africa]]> 2026-06-15T00:00:00Z Mini Review David Mhlanga https://www.frontiersin.org/articles/10.3389/fdata.2026.1752468 https://www.frontiersin.org/articles/10.3389/fdata.2026.1752468 <![CDATA[Data field theory: a geometric framework for learning on Riemannian manifolds with synthetic validation and limitation analysis]]> 2026-06-11T00:00:00Z Original Research Mohammadreza Nehzati https://www.frontiersin.org/articles/10.3389/fdata.2026.1736939 https://www.frontiersin.org/articles/10.3389/fdata.2026.1736939 <![CDATA[Case count metric for comparative analysis of entity resolution results]]> 2026-06-11T00:00:00Z Original Research John R. TalburtMuzakkiruddin Ahmed MohammedMert Can CakmakOnais Khan MohammedMahboob Khan MohammedKhizer SyedLeon Claassens https://www.frontiersin.org/articles/10.3389/fdata.2026.1883246 https://www.frontiersin.org/articles/10.3389/fdata.2026.1883246 <![CDATA[Correction: Explainable gradient convolutional vector fuzzy pattern analysis based on ensemble model for facial expression recognition]]> 2026-06-10T00:00:00Z Correction Lakshmi Sarvani VidelaBabu Reddy Mukamalla https://www.frontiersin.org/articles/10.3389/fdata.2026.1825213 https://www.frontiersin.org/articles/10.3389/fdata.2026.1825213 <![CDATA[When uncertainty guides learning: a highly effective approach to kidney disease classification in CT imaging]]> 2026-06-09T00:00:00Z Original Research Muslima AkterFahmid Al FaridMd Yousuf AhmadMd Azad Hossain RajuSowad RahmanJia UddinHezerul Bin Abdul Karim https://www.frontiersin.org/articles/10.3389/fdata.2026.1785710 https://www.frontiersin.org/articles/10.3389/fdata.2026.1785710 <![CDATA[Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents]]> 2026-06-08T00:00:00Z Technology and Code Vipin KatariaNitin Kumar https://www.frontiersin.org/articles/10.3389/fdata.2026.1796969 https://www.frontiersin.org/articles/10.3389/fdata.2026.1796969 <![CDATA[TCMB: cross-model multi-level cross-attention network with Taylor-based loss for multimodal fake news detection]]> 2026-06-05T00:00:00Z Original Research Santosh Kumar Banbhrani https://www.frontiersin.org/articles/10.3389/fdata.2026.1813265 https://www.frontiersin.org/articles/10.3389/fdata.2026.1813265 <![CDATA[Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection]]> 2026-05-22T00:00:00Z Original Research Ibrahim Al-ShiblyLlorenç BurgasJoaquim Massana https://www.frontiersin.org/articles/10.3389/fdata.2026.1762571 https://www.frontiersin.org/articles/10.3389/fdata.2026.1762571 <![CDATA[Definitional ambiguity in cognitive warfare: a critical and systematic conceptual review through ideal-type analysis]]> 2026-05-15T00:00:00Z Systematic Review Per-Erik NilssonAndreas HagaKristina Hellström