Shaibal Barua

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Big Data Analytics

Disease Diagnosis

Case Base Reasoning

Top Venues

ICCBR Workshops

Publications

Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. ICAART (2) (2024)
Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan 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
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) (2024)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand is Better than Twins in the Bush. CoRR (2023)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction. AIAI (2) (2023)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand Better than Twins in the Bush. ICCBR Workshops (2022)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. Sensors 21 (23) (2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Non-contact-based driver's cognitive load classification using physiological and vehicular parameters. Biomed. Signal Process. Control. 55 (2020)
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. ICCBR Workshops (2019)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
Automatic driver sleepiness detection using EEG, EOG and contextual information. Expert Syst. Appl. 115 (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
Automated EEG Artifact Handling With Application in Driver Monitoring. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Classifying Drivers' Cognitive Load Using EEG Signals. pHealth (2017)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Driver's State Monitoring: A Case Study on Big Data Analytics. HealthyIoT (2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. MobiHealth (2016)
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. HealthyIoT (2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Clustering based Approach for Automated EEG Artifacts Handling. SCAI (2015)
Hamidur Rahman, Shaibal Barua, Shahina Begum
Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera. ITSC (2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. pHealth (2015)
Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning. Expert Syst. Appl. 41 (2) (2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. Sensors 14 (7) (2014)