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Journal of Trustworthy and Explainable Intelligent Systems
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Vol 4, Issue 1 (2025)

Comparing Intrinsic Interpretability and Post-Hoc Explanations: An Empirical Study across Multiple Datasets
Pierre Dubois, Marc Lefevre, Claire Moreau, Julien Martin & Thomas Dupont
Original Research | Open access | 15 March 2025 | Article: 58
Transfer Learning with Simulated LiDAR Data for Robust Vehicle Detection in Parking Environments
Grace Collins, Oliver Evans, Noah Williams & Ethan Brooks
Original Research | Open access | 15 March 2025 | Article: 59
Privacy-Aware Analysis of Encrypted Medical Image Sequences Using Convolutional Bi-LSTM Networks
Hassan Ali, Mariam Farooq, Usman Shah, Bilal Khan & Sana Malik
Original Research | Open access | 15 March 2025 | Article: 60
Enhancing Transparency in Spatial PM₂.₅ Prediction over Singapore through Explainable Machine Learning
Ravi Kumar, Neha Sharma, Aniket Deshmukh, Sanjay Kulkarni & Arjun Nair
Original Research | Open access | 15 March 2025 | Article: 61
Understanding Non-Transparency in Digital Platforms: Ethical, Governance, and Accountability Perspectives
Nokuthula Dlamini, Sipho Zulu, Thabo Nkosi & Lerato Molefe
Original Research | Open access | 15 March 2025 | Article: 62
Interpretable Classification with Expressive Boolean Logic: A Stochastic and Quantum-Ready Optimization Framework
Carlos Ramirez, Elena Torres, Pablo Ortega & Sofia Mendes
Original Research | Open access | 15 March 2025 | Article: 63
Interpretable Deep Learning for Verbal Autopsy Analysis: A Stacked Ensemble Approach to Cause-of-Death Determination
Amira Khalil, Sara Fathy, Mahmoud Adel, Hany Nabil & Rania Mostafa
Original Research | Open access | 15 March 2025 | Article: 64
Towards Explainable Deep Reinforcement Learning: Interpreting Experience Replay through SHAP
Sven Larsson, Erik Johansson, Anna Nilsson & Lars Andersson
Original Research | Open access | 15 March 2025 | Article: 65
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