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Volume 310: Reliable and Trustworthy Artificial Intelligence, 12 December 2025, Multiple

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Editors: Hoang D. Nguyen, Duc-Trong Le, Johanna Björklund, Xuan-Son Vu

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Preface

Hoang D. Nguyen, Duc-Trong Le, Johanna Björklund, Xuan-Son Vu; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:v-vi

Reinforcement Learning in Online Advertising: Challenges, Prospects, and Trust

Jingwen Cai, Johanna Björklund; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:1-10

AIQTrees: A Drone Imagery Dataset for Tree Segmentation

Joseph Chai, Alex To, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:11-18

Bridging Human Cognition and AI: Enhancing Transparency and Explainability with Hierarchical Conceptual Graphs and the Knowing Protocol

Klas Ehnemark; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:19-23

A lightweight and reliable framework toward real-time student engagement predictions in learning analytics

Long Hoang, George Shorten, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:24-33

Trustworthiness in Multi-Agent UAV Systems: A Scoping Review

Mai Le, Rosane Minghim, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:34-44

Comparing Genetic Algorithms and Principal Component Analysis in Reducing Feature Dimensionality

Aiman Naeem, Muhammad Farhan Khan, Saeid Rezaei, Adeel Iqbal, Muhammad Sohail, Munsif Jatoi, Atif Shakeel; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:45-58

Reliable Cultural Knowledge Preservation in Multilingual LLMs through Model Merging

Hoang Quan Nguyen, Nhut Huy Pham, Maziyar Pahani, Johanna Björklund, Xuan-Son Vu; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:59-66

Recurrence Analysis of Integrally Private Support Vector Machine

Ayush K. Varshney, Vicenç Torra; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:67-72

Reliable-Data-Split (RDS): Maximizing Model Potential with Reinforced Selection Strategy

Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:73-89

Improving Continual Learning Robustness in Medical Imaging via Illumination Adaptive Transformer

Thanh-Ngoc Phan, Quynh-Trang Thi Pham, Duc-Trong Le; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:90-101

Towards a SAFETY-AI framework for Healthcare Education

Kinza Salim, Vanita Kouomogne Nana, Mark T. Marshall, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:102-114

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