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Shahina Begum
Shahina Begum
Professor, Artificial Intelligence
Verified email at mdu.se - Homepage
Title
Cited by
Cited by
Year
Case-based reasoning systems in the health sciences: a survey of recent trends and developments
S Begum, MU Ahmed, P Funk, N Xiong, M Folke
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2010
3022010
A systematic review of explainable artificial intelligence in terms of different application domains and tasks
MR Islam, MU Ahmed, S Barua, S Begum
Applied Sciences 12 (3), 1353, 2022
1572022
A case‐based decision support system for individual stress diagnosis using fuzzy similarity matching
S Begum, MU Ahmed, P Funk, N Xiong, B Von Schéele
Computational Intelligence 25 (3), 180-195, 2009
1542009
Artificial Intelligence, Machine Learning and Reasoning in Health Informatics—Case Studies
MU Ahmed, S Barua, S Begum
Signal Processing Techniques for Computational Health Informatics, 261-291, 2021
1502021
Automatic driver sleepiness detection using EEG, EOG and contextual information
S Barua, MU Ahmed, C Ahlström, S Begum
Expert systems with applications 115, 121-135, 2019
1272019
Real time heart rate monitoring from facial RGB color video using webcam
H Rahman, MU Ahmed, S Begum, P Funk
The 29th Annual Workshop of the Swedish Artificial Intelligence Society …, 2016
922016
A multi-module case-based biofeedback system for stress treatment
MU Ahmed, S Begum, P Funk, N Xiong, B von Scheele
Artificial Intelligence in Medicine 51 (2), 107-115, 2011
802011
Intelligent driver monitoring systems based on physiological sensor signals: A review
S Begum
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
782013
Case-based reasoning for diagnosis of stress using enhanced cosine and fuzzy similarity
MU Ahmend, S Begum, P Funk, N Xiong, B Von Schéele
Transactions on Case-Based Reasoning for Multimedia Data 1 (1), 3-19, 2008
702008
Physiological sensor signals classification for healthcare using sensor data fusion and case-based reasoning
S Begum, S Barua, MU Ahmed
Sensors 14 (7), 11770-11785, 2014
672014
Using calibration and fuzzification of cases for improved diagnosis and treatment of stress
S Begum, MU Ahmed, P Funk, N Xiong, B Von Schéele
8th European Workshop on Case-based Reasoning in the Health Sciences, Turkey …, 2006
622006
A survey on artificial intelligence (ai) and explainable ai in air traffic management: Current trends and development with future research trajectory
A Degas, MR Islam, C Hurter, S Barua, H Rahman, M Poudel, D Ruscio, ...
Applied Sciences 12 (3), 1295, 2022
592022
Classification of physiological signals for wheel loader operators using multi-scale entropy analysis and case-based reasoning
S Begum, S Barua, R Filla, MU Ahmed
Expert systems with applications 41 (2), 295-305, 2014
402014
A review on machine learning algorithms in handling EEG artifacts
S Barua, S Begum
The Swedish AI Society (SAIS) Workshop SAIS, 14, 22-23 May 2014, Stockholm …, 2014
402014
Non-contact physiological parameters extraction using facial video considering illumination, motion, movement and vibration
H Rahman, MU Ahmed, S Begum
IEEE Transactions on Biomedical Engineering 67 (1), 88-98, 2019
372019
Mental state monitoring system for the professional drivers based on Heart Rate Variability analysis and Case-Based Reasoning
S Begum, MU Ahmed, P Funk, R Filla
2012 Federated Conference on Computer Science and Information Systems …, 2012
332012
Case-based reasoning for medical and industrial decision support systems
MU Ahmed, S Begum, E Olsson, N Xiong, P Funk
Successful Case-based Reasoning Applications-I, 7-52, 2010
312010
Driver Monitoring in the Context of Autonomous Vehicle.
H Rahman, S Begum, MU Ahmed
SCAI, 108-117, 2015
302015
A novel mutual information based feature set for drivers’ mental workload evaluation using machine learning
MR Islam, S Barua, MU Ahmed, S Begum, P Aricò, G Borghini, ...
Brain Sciences 10 (8), 551, 2020
292020
Non-contact-based driver’s cognitive load classification using physiological and vehicular parameters
H Rahman, MU Ahmed, S Barua, S Begum
Biomedical Signal Processing and Control 55, 101634, 2020
282020
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