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 2026-11-12T18:12:59.778+00:00 60 https://www.frontiersin.org/articles/10.3389/frai.2026.1939804 https://www.frontiersin.org/articles/10.3389/frai.2026.1939804 <![CDATA[Enhancing DeepIRT through counterfactual item-invariance regularization and joint learning]]> 2026-11-12T00:00:00Z Original Research Christian OnyekeLijun QianPamela ObiomonXishuang Dong https://www.frontiersin.org/articles/10.3389/frai.2026.1953730 https://www.frontiersin.org/articles/10.3389/frai.2026.1953730 <![CDATA[Sample-aware test-time adaptation for medical image-to-image translation]]> 2026-11-12T00:00:00Z Original Research Irene IeleFrancesco Di FeolaMatteo TortoraRosa SiciliaValerio GuarrasiPaolo Soda https://www.frontiersin.org/articles/10.3389/frai.2026.1887124 https://www.frontiersin.org/articles/10.3389/frai.2026.1887124 <![CDATA[Hamiltonian-encoded quantum feature maps augment classical CNNs for pulmonary tuberculosis detection]]> 2026-11-11T00:00:00Z Original Research Sonet Daniel ThomasAparna RajanLijin VargheseNaveen JoyAswathi BalakrishnanSuhail SubairIvin ShajanMuhammed ShahulS. S. VinodchandraJ. AbhithajK. Devdas AcharyaManavalan VijayakumarJalaluddin Akbar Kandel CodiRajesh Raju https://www.frontiersin.org/articles/10.3389/frai.2026.1954939 https://www.frontiersin.org/articles/10.3389/frai.2026.1954939 <![CDATA[Fancy GNG: localized color augmentation via Growing Neural Gas]]> 2026-11-11T00:00:00Z Original Research Tigran AndrikyanHans-Oliver HansenPaul SchönbrunnerAmir Madany Mamlouk https://www.frontiersin.org/articles/10.3389/frai.2026.1929384 https://www.frontiersin.org/articles/10.3389/frai.2026.1929384 <![CDATA[Single-level wavelet preprocessing is downsampling: measurement failures in cross-dataset polyp classification]]> 2026-11-09T00:00:00Z Original Research Jenifer R.Dhimant TewariGoutham VeerapuNisha J. S.Gopinath PalanisamySaanji Kohli https://www.frontiersin.org/articles/10.3389/frai.2026.1967344 https://www.frontiersin.org/articles/10.3389/frai.2026.1967344 <![CDATA[A hybrid XGBoost-RF residual learning model for energy consumption forecasting]]> 2026-11-05T00:00:00Z Original Research Monire NorouziCan EyupogluOktay Karakuş https://www.frontiersin.org/articles/10.3389/frai.2026.1892198 https://www.frontiersin.org/articles/10.3389/frai.2026.1892198 <![CDATA[Composite Schatten-p norm factorization for efficient matrix completion]]> 2026-11-04T00:00:00Z Original Research Jiaoyan ZhaoShuangyan Yi https://www.frontiersin.org/articles/10.3389/frai.2026.1975513 https://www.frontiersin.org/articles/10.3389/frai.2026.1975513 <![CDATA[Physics-guided multi-view hybrid depth-wise separable convolution and temporal LSTM network for fault diagnosis of rotor-bearing systems]]> 2026-11-04T00:00:00Z Original Research Sandhya MittaPoornima Nedunchezhian https://www.frontiersin.org/articles/10.3389/frai.2026.1969037 https://www.frontiersin.org/articles/10.3389/frai.2026.1969037 <![CDATA[Geography, geospatial analysis and artificial intelligence: between traditional methods and new spatial paradigms]]> 2026-11-03T00:00:00Z Opinion Cláudia M. VianaJorge Rocha https://www.frontiersin.org/articles/10.3389/frai.2026.1933918 https://www.frontiersin.org/articles/10.3389/frai.2026.1933918 <![CDATA[SACX: Suppression–Absence–Competition eXplanations for the why-not question in visual recognition]]> 2026-11-03T00:00:00Z Original Research Adithya JK AnnamalaiL. RamaParvathy https://www.frontiersin.org/articles/10.3389/frai.2026.1966982 https://www.frontiersin.org/articles/10.3389/frai.2026.1966982 <![CDATA[Machine learning prediction model for respiratory failure in patients with asthma]]> 2026-11-03T00:00:00Z Original Research Xiaojun HaoXiaohui DuSi TangHongxia Jiang https://www.frontiersin.org/articles/10.3389/frai.2026.1966841 https://www.frontiersin.org/articles/10.3389/frai.2026.1966841 <![CDATA[StoneXAI-Net: an explainable weakly supervised framework for kidney stone classification, localization, and segmentation from CT images]]> 2026-11-02T00:00:00Z Original Research P. KarthickChiranji Lal Chowdhary https://www.frontiersin.org/articles/10.3389/frai.2026.1860893 https://www.frontiersin.org/articles/10.3389/frai.2026.1860893 <![CDATA[Revisiting dynamic batch scheduling for grokking: the role of batch size, sample budget, and regularization]]> 2026-11-02T00:00:00Z Original Research Roland Fang https://www.frontiersin.org/articles/10.3389/frai.2026.1947204 https://www.frontiersin.org/articles/10.3389/frai.2026.1947204 <![CDATA[Coarse-to-fine-grained insulator defect detection using two-stage deep learning framework]]> 2026-11-02T00:00:00Z Original Research Sultan Daud KhanAtif NaseerHabib UllahMohib Ullah https://www.frontiersin.org/articles/10.3389/frai.2026.1949474 https://www.frontiersin.org/articles/10.3389/frai.2026.1949474 <![CDATA[MoFed-Guard: a mobility-aware federated and explainable lightweight Transformer framework for misbehavior detection in VANETs]]> 2026-11-02T00:00:00Z Original Research Fida Muhammad KhanAsim ZebRex BacarraJamil Abedalrahim Jamil AlsayaydehRostam Affendi Bin HamzahMaqsood Mahmud https://www.frontiersin.org/articles/10.3389/frai.2026.1942761 https://www.frontiersin.org/articles/10.3389/frai.2026.1942761 <![CDATA[Sustainable Federated Continual Learning for environmental monitoring: a systematic review]]> 2026-11-02T00:00:00Z Systematic Review G. SuruthiRabindra Kumar Singh https://www.frontiersin.org/articles/10.3389/frai.2026.1979431 https://www.frontiersin.org/articles/10.3389/frai.2026.1979431 <![CDATA[Measuring risk preferences in large language models using adaptive binary search]]> 2026-11-02T00:00:00Z Original Research Idan-Chaim CohenNoya LittorAviad ElyasharOdeya CohenRami Puzis https://www.frontiersin.org/articles/10.3389/frai.2026.1950048 https://www.frontiersin.org/articles/10.3389/frai.2026.1950048 <![CDATA[Intelligent energy management of a novel non-isolated bidirectional dual-input single-output converter for electric vehicle applications]]> 2026-10-29T00:00:00Z Original Research Faridha Banu M. R.Jayapragash R. https://www.frontiersin.org/articles/10.3389/frai.2026.1855069 https://www.frontiersin.org/articles/10.3389/frai.2026.1855069 <![CDATA[Lightweight audio-visual sentiment analysis with dynamic mouth-state modeling and multimodal LLM benchmarking]]> 2026-10-29T00:00:00Z Original Research Atitaya YakaewTeeradaj RacharakMatthew N. DaileyWatanee Jearanaiwongkul https://www.frontiersin.org/articles/10.3389/frai.2026.1952072 https://www.frontiersin.org/articles/10.3389/frai.2026.1952072 <![CDATA[Dynamic receptive field and feature enhanced network for bridge defect detection]]> 2026-10-28T00:00:00Z Original Research Ziqi TangYuang JiBin ChenShan HuangYan JinJichao LiuHui Li