Publications

Type: Date:
Scope:
Author:

Number of publications matching the search criterion: 155 (showing 1 - 50)

Doctoral Thesis (1)

A Multimodal approach for clinical diagnosis and treatment (Nov 2011)
Mobyen Uddin Ahmed

Licentiate Thesis (1)

A case-based Multi-modal clinical system for stress management. (Apr 2010)
Mobyen Uddin Ahmed

Book chapter (5)

Artificial Intelligence, Machine learning and Reasoning in Health Informatics – Case Studies (Aug 2020)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Signal Processing Techniques for Computational Health Informatics (SPT)

Artificial Intelligence, Machine learning and Reasoning in Health Informatics – An Overview (Aug 2020)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Signal Processing Techniques for Computational Health Informatics (SPT)

Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System (Jan 2012)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Innovations in Knowledge-based Systems in Biomedicine

Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management (Jan 2010)
Shahina Begum, Mobyen Uddin Ahmed, Ning Xiong, Peter Funk
Computational Intelligence in Healthcare 4

Case-Based Reasoning for Medical and Industrial Decision Support Systems (Jan 2010)
Mobyen Uddin Ahmed, Shahina Begum, Ning Xiong, Peter Funk
Successful Case-based Reasoning Applications

Journal article (32)

Neurophysiological mental fatigue assessment for developing usercentred Artificial Intelligence as a solution for autonomous driving (Nov 2023)
Andrea Giorgi , Vincenzo Ronca , Alessia Vozzi , Pietro Aricò , Gianluca Borghini , Rossella Capotorto , Luca Tamborra , Ilaria Simonetti , Simone Sportiello , Marco Petrelli , Carlo Polidori , Rodrigo Varga , Marteyn van Gasteren , Arnab Barua, Mobyen Uddin Ahmed, Fabio Babiloni , Gianluca Di Flumeri
Frontiers in Neurorobotics (Front Neurorobot)

A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions (Mar 2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
Journal of IEEE Access (IEEE-Access)

Artificial Intelligence-based Life Cycle Engineering in Industrial Production: A Systematic Literature Review (Jan 2023)
Hamidur Rahman, Ricky Stanley D Cruze , Mobyen Uddin Ahmed, Rickard Sohlberg Dr H.C., Tomohiko Sakao , Peter Funk
Journal of IEEE ACCESS (IEEE ACCESS)

CODE: A Moving Window-Based Framework for Detecting Concept Drift in Software Defect Prediction (Nov 2022)
Md Alamgir Kabir , Shahina Begum, Mobyen Uddin Ahmed, Atiq Ur Rehman
Symmetry (Symmetry)

Machine Learning Based Digital Twin in Manufacturing: A Bibliometric Analysis and Evolutionary Overview (Jul 2022)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
Applied Sciences- Computing and Artificial Intelligence(Special issue:Artificial Intelligence and Optimization in Industry 4.0) (applsci)

A Systematic Review of Explainable Artificial Intelligence in terms of Different Application Domains and Tasks (Jan 2022)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Applied Sciences (ApplSci)

A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory (Jan 2022)
Augustin Degas , Mir Riyanul Islam, Christophe Hurter , Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò
Applied Sciences (ApplSci)

Vision-Based Driver’s Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning (Nov 2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Special Issue on Deep Learning in Biomedical Informatics and Healthcare (Sensors)

Study on Human Subjects - Influence of Stress and Alcohol in Simulated Traffic Situations (Jul 2021)
Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Bertil Hök, Emma Jonforsen , Shahina Begum
Open Research Europe (ORE)

Data Analytics using Statistical Methods and Machine Learning: A Case Study of Power Transfer Units (Mar 2021)
Sharmin Sultana Sheuly, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Ekrem Güclü , Michael Osbakk
International Journal of Advanced Manufacturing Technology (IJAMT)

Convolutional Neural Network for Driving Manoeuvre Identification based on Inertial Measurement Unit (IMU) and Global Positioning System (GPS) (Sep 2020)
Mobyen Uddin Ahmed, Shahina Begum
Frontiers in Sustainable Cities-Governance and Cities (Advances in Road Safety Planning) (Frontiers)

Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification (Aug 2020)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (BrainSci)

A Novel Mutual Information based Feature Set for Drivers’ Mental Workload Evaluation using Machine Learning (Aug 2020)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò , Gianluca Borghini , Gianluca Di Flumeri
Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (BrainSci)

A Machine Learning Approach to Classify Pedestrians’ Event based on IMU and GPS (May 2020)
Mobyen Uddin Ahmed, Staffan Brickman , Alexander Dengg , Niklas Fasth , Marko Mihajlovic , Jacob Norman
International Journal of Artificial Intelligence (IJAI)

A Vision based Indoor Navigation System for Individual with Visual Impairment (May 2020)
Mobyen Uddin Ahmed, Mohammed Ghaith Altarabichi, Shahina Begum, Fredrik Ginsberg , Robert Glaes , Magnus Östgren , Hamidur Rahman, Magnus Sörensen
International Journal of Artificial Intelligence (IJAI)

Open Source Data Collection and Data Sets for Activity Recognition in Smart Homes (Feb 2020)
Uwe Köckemann , Marjan Alirezaie , Jennifer Renoux , Nicolas Tsiftes , Mobyen Uddin Ahmed, Daniel Morberg, Maria Lindén, Amy Loutfi
Sensing Technologies for Ambient Assisted Living and Smart Homes (Sensor)

Non-contact-based Driver's Cognitive Load Classification using Physiological and Vehicular Parameters (Nov 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Biomedical Signal Processing and Control (BSPC)

Non-contact Physiological Parameters Extraction using Facial Video considering Illumination, Motion, Movement and Vibration (May 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
IEEE Transactions on Biomedical Engineering (TBME)

Automatic Driver Sleepiness Detection using EEG, EOG and Contextual Information (Jan 2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum
Expert Systems with Applications: X (ESWA: X)

Automated EEG Artifact Handling with Application in Driver Monitoring (Nov 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum, Peter Funk
IEEE Journal of Biomedical and Health Informatics (J-BHI)

In-Vehicle Stress Monitoring Based on EEG Signal (Jul 2017)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
International Journal of Engineering Research and Applications (IJERA)

An Intelligent Healthcare Service to Monitor Vital Signs in Daily Life – A Case Study on Health-IoT (Mar 2017)
Mobyen Uddin Ahmed
International Journal of Engineering Research and Applications (IJERA)

Physiological Sensor Signals Classification for Healthcare using Sensor Data Fusion and Case-Based Reasoning (Jul 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Sensors (Special Issue on Sensors Data Fusion for Healthcare) (Sensors)

Classification of Physiological Signals for Wheel Loader Operators Using Multi-Scale Entropy Analysis and Case-Based Reasoning (Feb 2014)
Shahina Begum, Shaibal Barua, Reno Filla , Mobyen Uddin Ahmed
Expert Systems with Applications (ESA)

Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges (Dec 2013)
Hadi Banaee , Mobyen Uddin Ahmed, Amy Loutfi
Special Issue Sensors for Globalized Healthy Living and Wellbeing (Sensors)

Physical Activity Identification using Supervised Machine Learning and based on Pulse Rate (Oct 2013)
Mobyen Uddin Ahmed, Amy Loutfi
International Journal of Advanced Computer Science and Applications (IJACSA)

Health Monitoring for Elderly: An Application Using Case-Based Reasoning and Cluster Analysis (May 2013)
Mobyen Uddin Ahmed, Hadi Banaee , Amy Loutfi
ISRN Artificial Intelligence (ISRNAI)

Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments (Dec 2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews

A Multi-Module Case Based Biofeedback System for Stress Treatment (Feb 2011)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Artificial Intelligence in Medicine

A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching (Aug 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
Computational Intelligence (CI)

Case-Based Systems in the Health Sciences - A Case Study in the Field of Stress Management (Mar 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
WSEAS Transactions on Systems

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity (Oct 2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Transactions on Case-Based Reasoning on Multimedia Data

Conference/Workshop Paper (104)

Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement (May 2024)
Md Alamgir Kabir , Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam
International Conference on Machine Learning Technologies (ICMLT)

Combining Ontology and Large Language Models to Identify Recurring Machine Failures in Free-Text Fields (Apr 2024)
Marcus Bengtsson, Mobyen Uddin Ahmed, Ricky Stanley D Cruze , Peter Funk, Tomohiko Sakao , Rickard Sohlberg Dr H.C.
THE 11th SWEDISH PRODUCTION SYMPOSIUM (SPS24)

Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study (Mar 2024)
Christophe Hurter , Augustin Degas , Arnaud Guibert , Maelan Poyer , Nicolas Durand , Alexandre Veyrie , Ana Ferreira , Stefano Bonelli , Mobyen Uddin Ahmed, Waleed Reafee Sbu Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò
16th International Conference Agents and Artificial Intelligence (ICAART2024)

iXGB: Improving the Interpretability of XGBoost using Decision Rules and Counterfactuals (Mar 2024)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
16th International Conference Agents and Artificial Intelligence (ICAART2024)

Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data (Feb 2024) -- Best Paper Award--
Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
16th International Conference Agents and Artificial Intelligence (ICAART2024)

Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification (Nov 2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
IEEE International Conference on System Engineering and Technology (ICSET2023)

A Case Study on Ontology Development for AI Based Decision Systems in Industry (Jul 2023)
Ricky Stanley D Cruze , Mobyen Uddin Ahmed, Marcus Bengtsson, Peter Funk, Rickard Sohlberg Dr H.C., Atiq Ur Rehman
7th International Congress and Workshop on Industrial AI and eMaintenance (IAI)

Artificial Intelligence in Predictive Maintenance: A Systematic Literature Review on Review Papers (Jul 2023)
Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed
7th International Congress and Workshop on Industrial AI and eMaintenance (IAI)

Cognitive Digital Twin in Manufacturing: A Heuristic Approach (Jun 2023)
Atiq Ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)

Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction (Jun 2023)
Waleed Reafee Sbu Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira , Nicola Cavagnetto
19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)

Quantitative Performance Analysis of Machine Learning Model from Discrete Perspective: A CaseStudy of Chip Detection in Turning Process (Mar 2023)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
15th International Conference on Agents and Artificial Intelligence (ICAART2023)

Items per page: