Academic Articles & Research Papers

Predicting unknown mammalian viral hosts with Dynamic Positive-Unlabeled learning.

Pignalberi G, Tonelli A, Giagu S, Di Marco M • Nature communications (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41467-026-76416-4 PMC: PMC13677708

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Measuring Neighborhood Socioeconomic Status from Sky and Street: An Ensemble Learning Framework.

Li Y, Long Y, Suel E, Zhang Y et al. • Transactions in urban data, science, and technology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1177/27541231261473758 PMC: PMC7619596

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Integrating machine learning and geospatial technologies for spatio-temporal analysis of urban expansion and land use transformation in Gambella Town, Ethiopia.

Dararo KF, Jal Dup G, Chemeda WM, Karuppannan S • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0360419 PMC: PMC13682665

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Macro-micro dynamics of child undernutrition in Pakistan: a structural learning-based Bayesian network analysis of household and policy drivers.

Shahid M, Song J, Ali Z, Muhammad Naveed H et al. • Frontiers in nutrition (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fnut.2026.1882524 PMC: PMC13681454

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Multi-label Contextual Operator Inference in Knowledge Acquisition for Building Generalization: A Multi-modal Learning Approach.

Senn J, Zhou Z, Fu C, Weibel R • Journal of geovisualization and spatial analysis (2026)

PMC PMC Public Access (View-Only) DOI: 10.1007/s41651-026-00251-w PMC: PMC13686178

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Learning reinforces curiosity for related information.

Abir Y, Mok J, Baldassano CA, Marvin CB et al. • Proceedings of the National Academy of Sciences of the United States of America (2026)

PMC PMC Public Access (View-Only) DOI: 10.1073/pnas.2529176123 PMC: PMC13126263

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Mapping and conservation analysis of upper montane evergreen broad-leaved forest using machine learning and geodata.

Zhang W, Wang Y, Zhou Y, Liu Y et al. • Ecological applications : a publication of the Ecological Society of America (2026)

PMC PMC Public Access (View-Only) DOI: 10.1002/eap.70333 PMC: PMC13691411

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Machine learning classification of digital exclusion in ageing populations across five international cohorts.

Wan S, Fu C, Lu C, Ding Z et al. • NPJ digital medicine (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41746-026-03268-z PMC: PMC13694266

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Learning Preference Profiles and Visual Narratives in Higher Education: Relevance to Human Intelligence Research.

Bohórquez-Ponce SD, Buelvas EJH, López-López EM, Bru-Cordero OE et al. • Journal of Intelligence (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/jintelligence14100250 PMC: PMC13706215

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The Effectiveness of Geographic Information Systems in Social Studies Education: A Mixed-Meta Synthesis of Academic Achievement and Qualitative Learning Outcomes.

Erbaş AA, Evci N, Akcan C, Akcan E et al. • Journal of Intelligence (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/jintelligence14100256 PMC: PMC13705788

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Predicting Demographic Contraction as an Upstream Signal for Health-System Planning: A Persistence-Corrected Machine-Learning Framework.

Kim DH, Na HJ • Healthcare (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/healthcare14203494 PMC: PMC13704099

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Machine Learning, Deep Learning, and IoT for Waste Classification and Intelligent Waste Management: A PRISMA-Based Systematic Review.

Khan MR, Salam MA, Akter F, Rahman MW et al. • Sensors (Basel, Switzerland) (2026)

PMC PMC Public Access (View-Only) DOI: 10.3390/s26206569 PMC: PMC13709313

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GLORIF1, a global river flow dataset created by integrating process-based modelling and machine learning.

Işık SB, Pomarol Moya O, Magni M, Nussbaum M et al. • Scientific data (2026)

PMC PMC Public Access (View-Only) DOI: 10.1038/s41597-026-07658-6 PMC: PMC13710845

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Learning-enabled collaborative intelligence in search and rescue robotics: a survey of paradigms, models, and challenges.

R Shuvo MI, Fime AA, Ashraf R, Alam N et al. • Frontiers in robotics and AI (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/frobt.2026.1832982 PMC: PMC13713275

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A machine learning framework for predicting healthcare insurance claim denials.

Jadoon MM, Miakhil O, Chakari NR, Qureshi MB et al. • Frontiers in health services (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/frhs.2026.1927175 PMC: PMC13713848

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Personalized and differentially private federated learning for mobility data mining via the TrajectoryGuard framework.

Alqazzaz A • PloS one (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pone.0358703 PMC: PMC13718978

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Global thyroid cancer incidence in relation to dietary and socioeconomic factors: an ecological machine learning study.

Li Y, Liu D, Qin R, Li X et al. • Frontiers in oncology (2026)

PMC PMC Public Access (View-Only) DOI: 10.3389/fonc.2026.1842508 PMC: PMC13719374

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A Spatiotemporal Causal Machine Learning Framework for Quantifying the Impact of PM(2.5) on Asthma at the Community Level.

Li J, Wang X, Chu HW • GeoHealth (2026)

PMC PMC Public Access (View-Only) DOI: 10.1029/2025GH001735 PMC: PMC13723011

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From Distance to Dialogue: Using Small-Group Learning to Sustain Human Connection in Future-Ready CPD.

Beals D, Pogroszewski S, Simon L, Deerr R et al. • Journal of CME (2026)

PMC PMC Public Access (View-Only) DOI: 10.1080/28338073.2026.2752717 PMC: PMC13726295

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Early vs late fusion of qMIDS with machine learning based classifiers for oral cancer diagnosis from gene expression data.

Ben Ali F, Mporas I, Balaji V, Ibaranyanakaye D et al. • PLoS computational biology (2026)

PMC PMC Public Access (View-Only) DOI: 10.1371/journal.pcbi.1014888 PMC: PMC13730425

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