Original Research
Published
Explainable AI in educational data mining: LightGBM and SHAP for enhancing learner performance prediction
Zakaria Alj · Anas Bouayad
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1954446
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 15 articles
Original Research
Published
Building crypto portfolios with agentic AI
Paolo Giudici · Alessandro Piergallini · Antonino Castelli
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1871825
Original Research
Published
Cost-sensitive random forest with adaptive threshold optimization for imbalanced financial fraud detection
Jafar Ali · Rahman Shafique · Daniel Gavilanes · Manuel Masias Vergara · Isabel de la Torre Diez · Dae Wan Kim
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1938836
Systematic Review
Published
Beyond the hype: an empirical assessment of quantum computing in bioinformatics
Manuel Arcieri · Paolo Zuliani · Giovanni Carotenuto · Meryam Carrus · Tiziana Castrignanò
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1923360
Systematic Review
Published
Predictive accuracy of peptide–target interaction models in drug discovery: a systematic review and meta-analysis
William J. Waldock · Ahmad Guni · Ara Darzi · Cesar de la Fuente-Nunez · Hutan Ashrafian
Frontiers in Drug Discovery
doi 10.3389/fddsv.2026.1894745
Original Research
Published
Simultaneous retrieval of 13 phytoplankton pigments from Sentinel-3 OLCI using convolutional neural networks and transfer learning
Borja Sánchez-López · Marco Talone · Jesus Cerquides · Annalisa Di Cicco · Gonzalo Martínez-Fornos · Petra Slavinec
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1880618
Original Research
Published
Explainable deep learning with novel marine domain metrics for oil spill detection
Tokula I. Umaha · Felix Ale · Ikpaya D. Ikpaya · John A. Momoh · Steve A. Adeshina · Humbulani Simon Phuluwa · Ilesanmi A. Daniyan
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1919085
Original Research
Published
Immune-enhanced NSGA-II for multi-objective multi-UAV disaster relief material distribution
Jian Shang · Heng Li · Enzhong Li · Zhonglin Zhang · Lijun Wang · Yiran Jiang · Yingqi Bai · Hanjie Kang · Chen Xiao · Youwei Zhu · Min Dong · Jingpu Zhang
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1801962
Review
Published
A generative AI multi-agent framework with integrated XAI governance for cancer diagnostics: from multi-omics interpretation to lifestyle risk stratification
Chamseddine Barki · Mariem Chouchen · Afef Sediri · Halil İbrahim Ceylan · Hanene Boussi Rahmouni · Raul Ioan Muntean · Hesham R. El-Seedi · Nicola Luigi Bragazzi · Ismail Dergaa
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1892418
Review
Published
Remote sensing-based detailed wetland classification: a review of advances from 2020 to 2025
Ying He · Muzi Li · Xiaoyan Tang · Ping Ren
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1852249
Systematic Review
Published
Artificial intelligence for lung ultrasound interpretation: a systematic review
Julia López-Canay · Alberto Fernández-Villar · Cristina Ramos-Hernández · Alberto Fernández-García · Maribel Botana-Rial · Manuel Casal-Guisande
Frontiers in Radiology
doi 10.3389/fradi.2026.1899103
Original Research
Published
PSO-based imaging restoration method for diffraction imaging systems
Can Li · Lianghua Wen · Guochun Liu · Zhengcong Du · Jiaxun Li · Tong Yang · Sanxiu Jiao
Advanced Optical Technologies
doi 10.3389/aot.2025.1730807
Methods
Published
Strategies for automatic generation of information processing pathway maps
Anirudh Lakra · Cai Wingfield · Chao Zhang · Andrew Thwaites
Frontiers in Neuroimaging
doi 10.3389/fnimg.2025.1608390
Bacteriology
Published
DL-based organism-level microbial identification via VOCs fingerprints through gas chromatography – ion mobility spectrometry
Georgios Kirtsanis · Georgios Dolias · Spyridon Kintzios · Konstantinos Ioannidis · Stefanos Vrochidis · Ioannis Kompatsiaris
Frontiers in Bacteriology
doi 10.3389/fbrio.2025.1620906
Control Engineering
Published
A review of shared control in automated vehicles: System evaluation
Joseba Sarabia · Mauricio Marcano · Joshué Pérez · Asier Zubizarreta · Sergio Diaz
Frontiers in Control Engineering
doi 10.3389/fcteg.2022.1058923