Articles

Showing 7 articles

• Original Research

  Published 9 October 2026

  CyberShield analytics: SHAP-guided stacking ensembles for organizational risk resilience

  Sadiya Chowdhury · Abdullah Al Imtihan

  Frontiers in Artificial Intelligence

  doi 10.3389/frai.2026.1878587

• Original Research

  Published 7 October 2026

  DepressNet: an interpretable machine learning framework for depression severity stratification using psychometric data

  Anika Rahman · Fahmid Al Farid · Md Humaion Kabir Mehedi · Jia Uddin · Hezerul Bin Abdul Karim

  Frontiers in Computer Science

  doi 10.3389/fcomp.2026.1901490

• Original Research

  Published 2 October 2026

  Explainable AI for phishing URL detection: a Bayesian-optimized stacking ensemble framework with SHAP-guided feature learning

  Hafiz Aziz Khan · Sonia Akter · Abdur Rahman Lindon · Taslima Akter · Iftekhar Rasul · Mamunur Rahman · Nasrin Akter Tohfa · Iftekhar Hossain

  Frontiers in Artificial Intelligence

  doi 10.3389/frai.2026.1854934

• Original Research

  Published 23 September 2026

  An XGBoost–logistic regression hybrid stacking model for breast cancer outcome prediction

  Oyetayo Oyebisi · Winnie Chacha · Femi Amoyedo

  Frontiers in Applied Mathematics and Statistics

  doi 10.3389/fams.2026.1931146

• Original Research

  Published 21 September 2026

  Age- and sex-divergent neurodevelopmental patterns revealed through structural magnetic resonance imaging features

  O. Kabenova · R. Zhulduzbayev · I. Brak · B. Kerimkulov · R. Siugzdaite · A. Kustubayeva

  Frontiers in Neuroanatomy

  doi 10.3389/fnana.2026.1906618

• Original Research

  Published 1 September 2026

  HyperIDS: a hypergraph learning and quantum-inspired transformer ensemble framework for IoT intrusion detection

  Samayank Goel · Logeswari Govindaraj · Tamilarasi Kathirvel Murugan

  Frontiers in Big Data

  doi 10.3389/fdata.2026.1901121

• Original Research

  Published 21 July 2026

  A multi-class, multi-temporal crop and Land cover mapping framework for Morocco using Sentinel-1/2 monthly composites and advanced machine learning ensembles

  Maryam Choukri · Yacine Bouroubi · Jamal-Eddine Ouzemou · Said Grich · Guy Armel Kamga Fotso · Saeid Ojaghi · Abdelghani Chehbouni · Ahmed Laamrani

  Frontiers in Remote Sensing

  doi 10.3389/frsen.2026.1827393