Shaibal Barua

33 papers Journal 11Unranked 21
YearRankTypeTitle / Venue / Authors
2026 — conf
Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry.
AIACT
Mobyen Uddin Ahmed, Christophe Hurter, Shaibal Barua, Shahina Begum, Pietro Aricò, Daniele Baranzini, Nicola Cavagnetto
2026 J jnl
Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning.
IEEE Access
Tahira Salwa Rabbi Nishat, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2026 J jnl
Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions.
Brain Informatics
Giulia Cartocci, Alexandre Veyrie, Nicola Cavagnetto, Christophe Hurter, Augustin Degas, Ana Ferreira, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Bianca Maria Serena Inguscio, Vincenzo Ronca, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
2026 — conf
Hybrid Neuro-Fuzzy Approach for Transparent Anomaly Detection in Mining Equipment.
AIACT
Andia Shkarpa, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2026 — conf
Physics-Constrained Machine Learning Framework for Parametric Optimization of Industrial Cooling Systems.
ICAART (4)
Md. Mohsin Kabir, Shaibal Barua, Mobyen Uddin Ahmed, Behrouz Nourozi, Shahina Begum, Rebei Bel Fdhila
2025 — conf
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower.
ICMLT
Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D'Cruze, Shahina Begum, Sara Kebir, Alexandre Veyrie, Christophe Hurter
2025 J jnl
Attention-based fuzzy neural networks for self-supervised data annotation.
Intell. Syst. Appl.
Md Rakibul Islam, Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua
2025 J jnl
Taxonomy, challenges, and future directions for AI-driven industrial cooling systems.
Array
Md. Mohsin Kabir, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
2024 — conf
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement.
ICMLT
Md. Alamgir Kabir, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam
2024 — conf
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study.
ICAART (2)
Christophe Hurter, Augustin Degas, Arnaud Guibert, Maëlan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò
2024 — conf
Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers.
AICCC
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Waleed Jmoona, Ricky Stanley D'Cruze, Alexandre Veyrie, Sara Kebir, Christophe Hurter
2024 — conf
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data.
ICAART (2)
Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
2023 — conf
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction.
AIAI (2)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
2023 J jnl
When a CBR in Hand is Better than Twins in the Bush.
CoRR
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2022 — conf
When a CBR in Hand Better than Twins in the Bush.
ICCBR Workshops
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2021 J jnl
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning.
Sensors
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
2020 J jnl
Non-contact-based driver's cognitive load classification using physiological and vehicular parameters.
Biomed. Signal Process. Control.
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
2019 J jnl
Automatic driver sleepiness detection using EEG, EOG and contextual information.
Expert Syst. Appl.
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
2019 — conf
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification.
H-WORKLOAD
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
2019 — conf
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology.
ICCBR Workshops
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2019 — —
Multivariate Data Analytics to Identify Driver's Sleepiness, Cognitive load, and Stress.
Shaibal Barua
2018 J jnl
Automated EEG Artifact Handling With Application in Driver Monitoring.
IEEE J. Biomed. Health Informatics
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
2017 — conf
Classifying Drivers' Cognitive Load Using EEG Signals.
pHealth
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017 — conf
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring.
HealthyIoT
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017 — conf
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics.
HealthyIoT
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016 — conf
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals.
HealthyIoT
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
2016 — conf
Driver's State Monitoring: A Case Study on Big Data Analytics.
HealthyIoT
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016 — conf
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering.
MobiHealth
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2015 — conf
Clustering based Approach for Automated EEG Artifacts Handling.
SCAI
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2015 — conf
Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera.
ITSC
Hamidur Rahman, Shaibal Barua, Shahina Begum
2015 — conf
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals.
pHealth
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2014 J jnl
Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning.
Expert Syst. Appl.
Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
2014 J jnl
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning.
Sensors
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed