Shaibal Barua

Mälardalen University — Sweden

Neuroscience · Life Sciences

15h-index1.1kcitations68works1.12yr avg
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Research Topics

EEG and Brain-Computer Interfaces(16), Sleep and Work-Related Fatigue(11), Explainable Artificial Intelligence (XAI)(11), Human-Automation Interaction and Safety(10), Heart Rate Variability and Autonomic Control(9)

Publications68 total

Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions
Brain Informatics·2026Open Access
Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning
IEEE Access·2026Open Access
Attention-based fuzzy neural networks for self-supervised data annotation
Intelligent Systems with Applications·2025Open Access
A Theoretical Probabilistic Framework for Explaining Generative AI
2025
Integration of Explainable Artificial Intelligence and Multimodal Machine Learning for Drivers’ Fitness
2025
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower
2025
Enhancing Explainability, Robustness, and Autonomy: A Comprehensive Approach in Trustworthy AI
2025· 1 cited
Heavy machine parts measurement through deep learning
Ingenious·2025Open Access
In-Depth Analysis of Diverse Driver Behaviors using Hybrid Multimodal Machine Learning
2024
Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers
2024· 1 citedOpen Access
Research Issues and Challenges in the Computational Development of Trustworthy AI
2024· 2 cited
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement
2024· 5 citedOpen Access
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data
2024· 2 citedOpen Access
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study
2024· 4 citedOpen Access
When a CBR in Hand is Better than Twins in the Bush
arXiv (Cornell University)·2023· 1 citedOpen Access
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction
IFIP advances in information and communication technology·2023· 5 citedOpen Access
Toward a more transparent and explainable conflict resolution algorithm for air traffic controllers
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Toward a more transparent and explainable conflict resolution algorithm for air traffic controllers
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
When a CBR in Hand is Better than Twins in the Bush
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
A Systematic Review of Explainable Artificial Intelligence in Terms of Different Application Domains and Tasks
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
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Frequent Co-authors

Shahina Begum(43), Mobyen Uddin Ahmed(32), Mobyen Uddin Ahmed(10), Mir Riyanul Islam(9), Hamidur Rahman(6), Gianluca Di Flumeri(6), Christer Ahlström(4), Christophe Hurter(4), Gianluca Borghini(4), Pietro Aricò(4), Augustin Degas(3), Stefano Bonelli(3), Giulia Cartocci(3), Fabio Babiloni(3), Ana Ferreira(3), Nicola Cavagnetto(3), Waleed Jmoona(3), Peter Funk(2), Tim Andersson(2), Elena Tomas Aparicio(2)