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Journal of Trustworthy and Explainable Intelligent Systems
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Interpreting Convolutional Neural Network Classifications of Raman Spectra: Insights from Fungal Spores and Carotenoid-Pigmented Microorganisms
Aisha Bello, Zainab Sule, Ibrahim Musa, Grace Adeyemi & Ahmed Youssef
Original Research | Open access | 15 September 2024 | Article: 57
A Decade of Explainable and Interpretable Artificial Intelligence in Healthcare: A Bibliometric Perspective
Charlotte Dupuis, Hugo Perrin, Elise Morel & Thomas Martin
Original Research | Open access | 15 March 2024 | Article: 41
A Systematic Survey of Automated Visual Inspection Techniques for Printed Circuit Boards
Olivia Bennett, Harry Collins, Jack Foster & Ethan Wright
Original Research | Open access | 15 March 2024 | Article: 42
Artificial Intelligence Regulation in Financial Services: Mapping Principles, Priorities, and Compliance Requirements
Ethan Wright, Chloe Bennett, Jack Turner & Olivia Harris
Original Research | Open access | 15 March 2024 | Article: 43
Bridging AI Innovation and Regulatory Compliance in Financial Services: A Taxonomy of Regulatory Principles
Yifan Zhao, Liang Chen, Ahmad Fauzi & Nor Hayati
Original Research | Open access | 15 March 2024 | Article: 44
Towards Trustworthy Brain Tumor Diagnosis: An Explainable Deep Learning Framework for MRI Analysis
Erik Van der Meer, Lieke Jansen, Bram de Vries & Sophie Claes
Original Research | Open access | 15 March 2024 | Article: 45
The Anyon Hypothesis: A Topological Quantum Framework for Interpreting Large Language Models
Andrei Popescu, Mihai Ionescu, Elena Stan & Cristina Radu
Original Research | Open access | 15 March 2024 | Article: 46
Enhancing Trustworthy Graph Neural Network Explanations through Adversarial Generation
Zsolt Kovács, Katalin Szabo, Gabor Nagy & Eszter Toth
Original Research | Open access | 15 March 2024 | Article: 47
From Data to Arguments: A Unified Paradigm for Explainable Artificial Intelligence
Daniel Fischer, Laura Meier, Stefan Koch & Thomas Braun
Original Research | Open access | 15 March 2024 | Article: 48
Explainable Machine Learning for Early Prediction of Unscheduled Hospital Readmissions: Integrating Global and Local Interpretability
Nguyen Thanh Huy, Pham Quang Minh, Le Thi Bich & Tran Van Nam
Original Research | Open access | 15 March 2024 | Article: 49
Enhancing Low-Resource Language Sentiment Classification through Lexicon-Guided Fine-Tuning of Multilingual Language Models
Santiago Morales, Laura Rojas, Camila Vega & Diego Molina
Original Research | Open access | 15 September 2023 | Article: 32
Multi-Task Learning and Attention-Enhanced 3D CNNs for Alzheimer's disease Classification
Nora Schneider, Tobias Frank, Andreas Müller & Christoph Meier
Original Research | Open access | 15 September 2023 | Article: 33
Offline Reinforcement Learning with Implicit Policy Constraints and Energy-Based Modeling
Daniel Kim, Jihoon Park, Min-seo Kang & Hyun-woo Jung
Original Research | Open access | 15 September 2023 | Article: 34
Toward Robust Offline Reinforcement Learning Through Energy-Based Implicit Policy Constraints
Mateo Alvarez, Sofia Herrera, Diego Cruz & Andres Castro
Original Research | Open access | 15 September 2023 | Article: 35
Advancing Trustworthy Multi-Modal Motion Prediction for Autonomous Vehicles through Holistic Evaluation and Interpretable Outputs
Sara Ben Youssef, Amal Trabelsi, Karim Boudiaf & Nabil Jebali
Original Research | Open access | 15 September 2023 | Article: 36
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