Frontiers in Big Data | Machine Learning and Artificial Intelligence section | New and Recent Articles https://www.frontiersin.org/journals/big-data/sections/machine-learning-and-artificial-intelligence RSS Feed for Machine Learning and Artificial Intelligence section in the Frontiers in Big Data journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-04-15T13:17:23.836+00:00 60 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.2026.1676922 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.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.2026.1718710 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 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.2025.1699561 https://www.frontiersin.org/articles/10.3389/fdata.2025.1699561 <![CDATA[Explainable attrition risk scoring for managerial retention decisions in human resource analytics]]> 2026-01-12T00:00:00Z Original Research M. S. PavithranS. M. Vadivel https://www.frontiersin.org/articles/10.3389/fdata.2025.1670833 https://www.frontiersin.org/articles/10.3389/fdata.2025.1670833 <![CDATA[Decoding deception: state-of-the-art approaches to deep fake detection]]> 2026-01-09T00:00:00Z Original Research Tarak HussainB. Tirapathi ReddyKondaveti PhanindraSailaja TerumalasettiGhufran Ahmad Khan https://www.frontiersin.org/articles/10.3389/fdata.2025.1686452 https://www.frontiersin.org/articles/10.3389/fdata.2025.1686452 <![CDATA[Bias in AI systems: integrating formal and socio-technical approaches]]> 2026-01-08T00:00:00Z Review Amar AhmadYvonne VallèsYoussef Idaghdour https://www.frontiersin.org/articles/10.3389/fdata.2025.1683786 https://www.frontiersin.org/articles/10.3389/fdata.2025.1683786 <![CDATA[Hybrid deep learning models for fake news detection: case study on Arabic and English languages]]> 2026-01-06T00:00:00Z Original Research Baqer M. MerzahJafar RazmaraZolfaghar Salmanian https://www.frontiersin.org/articles/10.3389/fdata.2025.1676054 https://www.frontiersin.org/articles/10.3389/fdata.2025.1676054 <![CDATA[Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors]]> 2026-01-05T00:00:00Z Original Research Yonggang DengXiaojing ZhouZixuan FengXin LiHui Li https://www.frontiersin.org/articles/10.3389/fdata.2025.1706417 https://www.frontiersin.org/articles/10.3389/fdata.2025.1706417 <![CDATA[Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification]]> 2025-12-11T00:00:00Z Original Research Patchanok Srisuradetchai https://www.frontiersin.org/articles/10.3389/fdata.2025.1677331 https://www.frontiersin.org/articles/10.3389/fdata.2025.1677331 <![CDATA[Parameter-efficient fine-tuning for low-resource text classification: a comparative study of LoRA, IA3, and ReFT]]> 2025-12-02T00:00:00Z Brief Research Report Steve Nwaiwu https://www.frontiersin.org/articles/10.3389/fdata.2025.1697478 https://www.frontiersin.org/articles/10.3389/fdata.2025.1697478 <![CDATA[Adaptive deep Q-networks for accurate electric vehicle range estimation]]> 2025-11-27T00:00:00Z Original Research Urvashi KhekareRajay Vedaraj I. S. https://www.frontiersin.org/articles/10.3389/fdata.2025.1667284 https://www.frontiersin.org/articles/10.3389/fdata.2025.1667284 <![CDATA[Intelligent leak monitoring of oil pipeline based on distributed temperature and vibration fiber signals]]> 2025-11-20T00:00:00Z Original Research Xiaobin LiangYonghong DengYibin WangHongtao LiWeifeng MaKe WangJunjie RenRuijiao MaShuai ZhangJiawei LiuWei Wu https://www.frontiersin.org/articles/10.3389/fdata.2025.1686479 https://www.frontiersin.org/articles/10.3389/fdata.2025.1686479 <![CDATA[Enhanced SQL injection detection using chi-square feature selection and machine learning classifiers]]> 2025-11-19T00:00:00Z Original Research Emanuel CasmiryNeema MdumaRamadhani Sinde https://www.frontiersin.org/articles/10.3389/fdata.2025.1682984 https://www.frontiersin.org/articles/10.3389/fdata.2025.1682984 <![CDATA[Enhancing Bangla handwritten character recognition using Vision Transformers, VGG-16, and ResNet-50: a performance analysis]]> 2025-11-14T00:00:00Z Original Research A. H. M. Shahariar ParvezMd. Samiul IslamFahmid Al FaridTashida YeasminMd. Monirul IslamMd. Shafiul AzamJia UddinHezerul Abdul Karim https://www.frontiersin.org/articles/10.3389/fdata.2025.1676477 https://www.frontiersin.org/articles/10.3389/fdata.2025.1676477 <![CDATA[LLM-supported collaborative ontology design for data and knowledge management platforms]]> 2025-11-12T00:00:00Z Original Research Janis KamparsGuntis MosansTushar JogiFranz RotersNapat Vajragupta https://www.frontiersin.org/articles/10.3389/fdata.2025.1705587 https://www.frontiersin.org/articles/10.3389/fdata.2025.1705587 <![CDATA[PHTFNet-RPM: a probabilistic hybrid network with RPM for tobacco root disease forecasting]]> 2025-11-10T00:00:00Z Original Research Yunhong BuTingshan YaoShaowu GengRenjie Huang https://www.frontiersin.org/articles/10.3389/fdata.2025.1604887 https://www.frontiersin.org/articles/10.3389/fdata.2025.1604887 <![CDATA[Finding the needle in the haystack—An interpretable sequential pattern mining method for classification problems]]> 2025-10-24T00:00:00Z Original Research Alexander GroteAnuja HariharanChristof Weinhardt https://www.frontiersin.org/articles/10.3389/fdata.2025.1623883 https://www.frontiersin.org/articles/10.3389/fdata.2025.1623883 <![CDATA[Study on coal and gas outburst prediction technology based on multi-model fusion]]> 2025-10-20T00:00:00Z Methods Qian XieJunsheng YanZhenhua DaiWengang DuXuefei Wu