C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Shaibal Barua
ORCID
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 18
Top Topics
Supervised Machine Learning Algorithms
Case Base Reasoning
Cognitive Load
Feature Extraction
Top Venues
HealthyIoT
Sensors
ICCBR Workshops
pHealth
</>
Publications
</>
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)