Frontiers in Artificial Intelligence | Machine Learning section | New and Recent Articles https://www.frontiersin.org/journals/artificial-intelligence/sections/machine-learning RSS Feed for Machine Learning section in the Frontiers in Artificial Intelligence journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-10-03T09:31:55.849+00:00 60 https://www.frontiersin.org/articles/10.3389/frai.2026.1854934 https://www.frontiersin.org/articles/10.3389/frai.2026.1854934 <![CDATA[Explainable AI for phishing URL detection: a Bayesian-optimized stacking ensemble framework with SHAP-guided feature learning]]> 2026-10-02T00:00:00Z Original Research Hafiz Aziz KhanSonia AkterAbdur Rahman LindonTaslima AkterIftekhar RasulMamunur RahmanNasrin Akter TohfaIftekhar Hossain https://www.frontiersin.org/articles/10.3389/frai.2026.1900815 https://www.frontiersin.org/articles/10.3389/frai.2026.1900815 <![CDATA[Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystems]]> 2026-10-02T00:00:00Z Review S. Sarath KumarM. Asha Jerlin https://www.frontiersin.org/articles/10.3389/frai.2026.1904459 https://www.frontiersin.org/articles/10.3389/frai.2026.1904459 <![CDATA[Hybrid neuro-symbolic graph explanation framework for fraud detection in financial transaction networks]]> 2026-10-01T00:00:00Z Original Research Neeraj S. KumarIdhikash J.Jannath Nisha O. S.Shreenidhi S. R. https://www.frontiersin.org/articles/10.3389/frai.2026.1900887 https://www.frontiersin.org/articles/10.3389/frai.2026.1900887 <![CDATA[Enhancing vehicle routing problem through a qubit-efficient Symmetric Arc Reduction using Quantum Approximate Optimization Algorithm]]> 2026-10-01T00:00:00Z Original Research Jayaraja ASenthil Kumaran U https://www.frontiersin.org/articles/10.3389/frai.2026.1919564 https://www.frontiersin.org/articles/10.3389/frai.2026.1919564 <![CDATA[UniPET: a unified approach for whole-body CT to PET translation]]> 2026-10-01T00:00:00Z Original Research Francesco Di FeolaValerio GuarrasiMikael JohanssonPaolo Soda https://www.frontiersin.org/articles/10.3389/frai.2026.1928178 https://www.frontiersin.org/articles/10.3389/frai.2026.1928178 <![CDATA[Robust multi-class DDoS and fraud detection using a Context-Adaptive Deep Evolutionary Game Framework with CNN–BiGRU]]> 2026-09-30T00:00:00Z Original Research Ashwini V.Priya V. https://www.frontiersin.org/articles/10.3389/frai.2026.1886221 https://www.frontiersin.org/articles/10.3389/frai.2026.1886221 <![CDATA[SkinNet-X: a task coupled feature interaction framework for joint skin lesion segmentation and classification]]> 2026-09-30T00:00:00Z Original Research E. BabuS. Murali https://www.frontiersin.org/articles/10.3389/frai.2026.1834939 https://www.frontiersin.org/articles/10.3389/frai.2026.1834939 <![CDATA[Deepfake anomaly detection using kernel density estimation based convolutional autoencoder]]> 2026-09-30T00:00:00Z Original Research Manas Ranjan PrustySahil AmritkarAnanthakrishnan BalasundaramSubhra Rani Patra https://www.frontiersin.org/articles/10.3389/frai.2026.1934604 https://www.frontiersin.org/articles/10.3389/frai.2026.1934604 <![CDATA[TL-CRANN: a transfer-learning-based hybrid CNN-RNN model with attention mechanism for cross-domain IoT attack detection]]> 2026-09-29T00:00:00Z Original Research L. Sankar GaneshP. Mohan Kumar https://www.frontiersin.org/articles/10.3389/frai.2026.1957727 https://www.frontiersin.org/articles/10.3389/frai.2026.1957727 <![CDATA[Leakage-free evaluation of task-aware Nyström sampling for IoMT intrusion detection]]> 2026-09-28T00:00:00Z Original Research Hiba A. TarishRosilah HassanKhairul Akram Zainol AriffinMustafa Musa Jaber https://www.frontiersin.org/articles/10.3389/frai.2026.1936035 https://www.frontiersin.org/articles/10.3389/frai.2026.1936035 <![CDATA[ANN-driven analysis of Cattaneo–Christov heat transfer and entropy generation in Maxwell hybrid nanofluid flow over a vertical cone]]> 2026-09-25T00:00:00Z Original Research Bhuvana MDurgaprasad P https://www.frontiersin.org/articles/10.3389/frai.2026.1894859 https://www.frontiersin.org/articles/10.3389/frai.2026.1894859 <![CDATA[Mind versus machine: can biological models of the mind inspire machine intelligence design?]]> 2026-09-25T00:00:00Z Hypothesis and Theory Michael Sharwood Smith https://www.frontiersin.org/articles/10.3389/frai.2026.1910483 https://www.frontiersin.org/articles/10.3389/frai.2026.1910483 <![CDATA[Enhancing ZTMAF through federated trust learning, post quantum cryptography integration and seamless cross domain authentication handover]]> 2026-09-25T00:00:00Z Original Research Jeevan YoganandRiya Bansal V.Dishal L. S.Jeipratha P. N. https://www.frontiersin.org/articles/10.3389/frai.2026.1922367 https://www.frontiersin.org/articles/10.3389/frai.2026.1922367 <![CDATA[Photonic AI for deeper understanding of the Planck epoch]]> 2026-09-25T00:00:00Z Original Research Aleksandr Raikov https://www.frontiersin.org/articles/10.3389/frai.2026.1896192 https://www.frontiersin.org/articles/10.3389/frai.2026.1896192 <![CDATA[Leakage-aware pre-event machine learning evaluation for horse-race prediction under temporal validation]]> 2026-09-24T00:00:00Z Brief Research Report Shuichi Sugiura https://www.frontiersin.org/articles/10.3389/frai.2026.1873285 https://www.frontiersin.org/articles/10.3389/frai.2026.1873285 <![CDATA[ Performance evaluation of ARIMA, VAR, ANN, GRU, and LSTM for multivariate healthcare time-series prediction: a rigorous, reproducible benchmarking study with ablation analysis on MIMIC-III and eICU]]> 2026-09-24T00:00:00Z Original Research Md. Tazul IslamMuhammad HanifSamuel Kim https://www.frontiersin.org/articles/10.3389/frai.2026.1963509 https://www.frontiersin.org/articles/10.3389/frai.2026.1963509 <![CDATA[Hybrid machine learning framework for electrical grid stability prediction using comparative model evaluation]]> 2026-09-23T00:00:00Z Original Research N. SubramanianAlbert Alexander Stonier https://www.frontiersin.org/articles/10.3389/frai.2026.1938382 https://www.frontiersin.org/articles/10.3389/frai.2026.1938382 <![CDATA[LEFTNet: low-frequency enhanced feature transmission network for dual-branch collaborative single image dehazing]]> 2026-09-23T00:00:00Z Original Research Beesetti VanithaChintakindi Balaram Murthy https://www.frontiersin.org/articles/10.3389/frai.2026.1906686 https://www.frontiersin.org/articles/10.3389/frai.2026.1906686 <![CDATA[MPDRL: difficulty-aware representation learning with medical priors for vision–language pre-training]]> 2026-09-22T00:00:00Z Original Research Juntao LiuZhuoyi TanWeiqi ChenXiaoyong Liu https://www.frontiersin.org/articles/10.3389/frai.2026.1857281 https://www.frontiersin.org/articles/10.3389/frai.2026.1857281 <![CDATA[DST-SGR: a Mamba-inspired dual-stream spectro-temporal network for remaining useful life prediction of rotating machinery]]> 2026-09-22T00:00:00Z Original Research A. S. Gaurish KumarS. MadhavanR. Dhanalakshmi