Frontiers in Big Data | Machine Learning section | New and Recent Articles https://www.frontiersin.org/journals/big-data/sections/machine-learning RSS Feed for Machine Learning section in the Frontiers in Big Data journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-09-13T00:12:43.33+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2026.1917723 https://www.frontiersin.org/articles/10.3389/fdata.2026.1917723 <![CDATA[Data-driven adaptive hybrid models for exchange rate return forecasting]]> 2026-09-11T00:00:00Z Original Research Olumide Sunday AdesinaLawrence Ogechukwu Obokoh https://www.frontiersin.org/articles/10.3389/fdata.2026.1900836 https://www.frontiersin.org/articles/10.3389/fdata.2026.1900836 <![CDATA[Fine-tuning multilingual sentence transformers for low-resource skill-concept matching across Kazakh, Russian, and English]]> 2026-09-10T00:00:00Z Original Research Sandugash SerikbayevaMadina SambetbayevaValiya RamazanovaAigerim YerimbetovaZhanar LamashevaZhanna SadirmekovaArdak BatyrkhanovYersaiyn Mailybayev https://www.frontiersin.org/articles/10.3389/fdata.2026.1876811 https://www.frontiersin.org/articles/10.3389/fdata.2026.1876811 <![CDATA[Reconstruction-aware urban crime analytics from incomplete judicial records using heterogeneous graph temporal imputation]]> 2026-09-07T00:00:00Z Original Research Wen XuYong DaiQi ZhangKeyu ChenSanxia Zeng https://www.frontiersin.org/articles/10.3389/fdata.2026.1888885 https://www.frontiersin.org/articles/10.3389/fdata.2026.1888885 <![CDATA[Study of deep learning cues for cross linguistic part of speech tagging in English– Malayalam code-mixed data]]> 2026-08-28T00:00:00Z Original Research Parvathy PadmakumarShreya S. NairA. K. PrajishaS. Thara https://www.frontiersin.org/articles/10.3389/fdata.2026.1889044 https://www.frontiersin.org/articles/10.3389/fdata.2026.1889044 <![CDATA[A cognitively inspired feature-level fusion framework for interpretable retail sales forecasting using integration of extreme gradient boost machine, artificial neural network and attention mechanism model]]> 2026-08-20T00:00:00Z Original Research Munienge MbodilaOmobayo Ayokunle Esan https://www.frontiersin.org/articles/10.3389/fdata.2026.1884673 https://www.frontiersin.org/articles/10.3389/fdata.2026.1884673 <![CDATA[Benchmarking retrieval augmented generation LLMs for Arabic noise robustness]]> 2026-08-17T00:00:00Z Original Research Saleh AlmohaimeedAbdulrahman AlabduljabbarMousa JariMohammed AlkhowaiterSaad AlmohaimeedMohamad Mahmoud Al Rahhal https://www.frontiersin.org/articles/10.3389/fdata.2026.1916523 https://www.frontiersin.org/articles/10.3389/fdata.2026.1916523 <![CDATA[Differentiated memory and scientific cognition in AI research agents]]> 2026-08-05T00:00:00Z Hypothesis and Theory Diego F. CuadrosAbdoul-Aziz MaigaSid ThathamAlvaro OrtizMargaret Powers-FletcherMing Tang https://www.frontiersin.org/articles/10.3389/fdata.2026.1832790 https://www.frontiersin.org/articles/10.3389/fdata.2026.1832790 <![CDATA[Machine learning approach for predicting the severity risk of obstructive sleep apnea syndrome]]> 2026-07-16T00:00:00Z Original Research Qi WangXiaoyu YangShuran XuHaohao WuGuixuan WangHuixian LiuRonghua ChenFengming XuCheng WangKang Du 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.2026.1838191 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.2026.1752468 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.2026.1883246 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.2026.1796969 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.2026.1799073 https://www.frontiersin.org/articles/10.3389/fdata.2026.1799073 <![CDATA[The role of statistical methods and artificial intelligence in inventory management for manufacturing industries: a systematic literature review]]> 2026-05-15T00:00:00Z Systematic Review Arvia Dwi RoyaniMahfud SholihinDewi DewiNovika NovikaAnnisa SorayyaWahyu Nur HanifahRizki Ramadhani Arif TrilanaPaolina Buton https://www.frontiersin.org/articles/10.3389/fdata.2026.1817120 https://www.frontiersin.org/articles/10.3389/fdata.2026.1817120 <![CDATA[Cheatomaly: weakly supervised video anomaly ranking for exam cheating detection using vision transformers]]> 2026-05-12T00:00:00Z Original Research El Mehdi Alaoui MraniAnas BouayadKhalid Fardousse https://www.frontiersin.org/articles/10.3389/fdata.2026.1821612 https://www.frontiersin.org/articles/10.3389/fdata.2026.1821612 <![CDATA[A longitudinal multimodal big data infrastructure for precision poultry monitoring]]> 2026-05-11T00:00:00Z Methods Daniel EssienYashan DhaliwalSuresh Neethirajan https://www.frontiersin.org/articles/10.3389/fdata.2026.1768571 https://www.frontiersin.org/articles/10.3389/fdata.2026.1768571 <![CDATA[Optimizing large-scale graph database ingestion through edge value ranking: a proposed framework]]> 2026-05-11T00:00:00Z Hypothesis and Theory Phanindra Reddy MadduruBijo Thomas https://www.frontiersin.org/articles/10.3389/fdata.2026.1786859 https://www.frontiersin.org/articles/10.3389/fdata.2026.1786859 <![CDATA[Detection and classification of lung cancer using sequential hybridization of CNN and RNN type architectures]]> 2026-05-08T00:00:00Z Original Research Maheswari VutukuriParveen Sultana Habibullah