| Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges H Banaee, MU Ahmed, A Loutfi Sensors 13 (12), 17472-17500, 2013 | 579 | 2013 |
| 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 | 307 | 2010 |
| 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 | 296 | 2022 |
| 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 | 209 | 2021 |
| 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 | 159 | 2009 |
| 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 | 151 | 2019 |
| 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 | 106 | 2022 |
| 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 | 102 | 2016 |
| 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 | 85 | 2011 |
| An overview on the internet of things for health monitoring systems MU Ahmed, M Björkman, A Čaušević, H Fotouhi, M Lindén Internet of Things. IoT Infrastructures: Second International Summit, IoT …, 2016 | 71 | 2016 |
| Physiological Sensor Signals Classification for Healthcare using Sensor Data Fusion and Case-Based Reasoning Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed Sensor 14 (7), 11770-11785, 2014 | 70 | 2014 |
| 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 | 70 | 2008 |
| 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 | 61 | 2006 |
| A machine learning approach to classify pedestrians’ events based on IMU and GPS MU Ahmed, S Brickman, A Dengg, N Fasth, M Mihajlovic, J Norman International Journal of Artificial Intelligence 17 (2), 154-167, 2019 | 57 | 2019 |
| A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions A Barua, MU Ahmed, S Begum Journal of IEEE Access (IEEE-Access), 2023 | 54 | 2023 |
| 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 | 46 | 2014 |
| 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 | 45 | 2020 |
| Classification of Physiological Signals for Wheel Loader Operators Using Multi-Scale Entropy Analysis and Case-Based Reasoning Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Expert Systems with Applications 41 (2), 295–305, 2013 | 45* | 2013 |
| 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 | 44 | 2019 |
| 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 | 40 | 2020 |
Shahina BegumProfessor, Artificial IntelligenceVerified email at mdu.se