Publications

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Number of publications matching the search criterion: 110 (showing 1 - 50)

Doctoral Thesis (1)

A personalised case-based stress diagnosis system using physiological sensor signals (Jun 2011)
Shahina Begum

Licentiate Thesis (1)

A Case-Based Reasoning System for the Diagnosis of Individual Sensitivity to Stress in Psychophysiology (May 2009)
Shahina Begum

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 (23)

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 - Computing and Artificial Intelligence (Special Issue: Explainable Artificial Intelligence (XAI)) (ApplSci XAI)

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 - Computing and Artificial Intelligence (Special Issue: Explainable Artificial Intelligence (XAI)) (ApplSci XAI)

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) (Brain Sci)

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) (Brain Sci)

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)

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 (ESWA)

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)

Towards a compositional service architecture for real-time cloud robotics: invited paper (Jun 2016)
Shahina Begum, Moris Behnam, Thomas Larsson, Thomas Nolte, Kristian Sandström
ACM SIGBED Review. Special Issue on 8th Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS 2015) (SIGBED Review)

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)

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 (70)

When a CBR in Hand is Better than Twins in the Bush (Sep 2022)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O Weber
Fourth Workshop on XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems (XCBR)

Dilemmas in designing e-learning experiences for professionals (Dec 2021)
Mobyen Uddin Ahmed, Ioanna Aslanidou, Jakob Axelsson, Shahina Begum, Leo Hatvani, Anders Olsson, Sebastian Schwede, Carina Sjödin, Jan Skvaril, Valentina Zaccaria
20th European Conference on e-Learning (ECEL)

Explainable Machine Learning to Improve Assembly Line Automation (Dec 2021)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
4th International Conference on Artificial Intelligence for Industries (ai4i 2021)

Local and Global Interpretability using Mutual Information in Explainable Artificial Intelligence (Nov 2021)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
The 8th International Conference on Soft Computing & Machine Intelligence (ISCMI 2021)

Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites (Sep 2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
4th International Conference on Artificial Intelligence for Industries (ai4i 2021)

Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture (May 2021)
Nandinbaatar Tsog, Marielle Gallardo, Sweta Chakraborty, Torbjörn Martinson, Alexandra Hengl, Magnus Moberg, Adem Sen, Mobyen Uddin Ahmed, Shahina Begum, Moris Behnam, Mikael Sjödin, Saad Mubeen
7th international Conference on the Engineering of Computer Based Systems (ECBS 2021)

Machine Learning for Cognitive Load Classification – a Case Study on Contact-free Approach (Aug 2020)
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf , Hamidur Rahman, Johannes Sörman
16th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2020)

Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification (Nov 2019)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
The 3rd International Symposium on Human Mental Workload: Models and Applications (H-WORKLOAD 2019)

Intelligent Data Analytics for Maintenance in Industry 4.0 (Oct 2019)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Ekrem Güclü , Manasi Jayapal , Sharmin Sultana Sheuly

Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology (Sep 2019)
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Workshop on CBR in the Health Science (WHS ICCBR 2019)

Causality in Explainable AI for Medical Applications (May 2019)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
SciLifeLab Science Summit 2019 (SciLifeLab)

Drivers' Sleepiness Classification using Machine Learning with Physiological and Contextual data (Mar 2019)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
First International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2019)

Supervised Learning for Road Junctions Identification using IMU (Mar 2019)
Mohammed Ghaith Altarabichi, Mobyen Uddin Ahmed, Shahina Begum
First International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2019)

Towards Distributed k-NN similarity for Scalable Case Retrieval (Jul 2018)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
The Third Workshop on Synergies between CBR and Machine Learning ( CBRML 2018)

Quality Index Analysis on Camera-based R-peak Identification Considering Movements and Light Illumination (Jun 2018)
Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
15th International Conference on Wearable, Micro & Nano technologies for Personalized Health (pHealth2018)

Cloud-based Data Analytics on Human Factor Measurement to Improve Safer Transport (Nov 2017)
Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina , Lior Limonad , Bertil Hök, Gianluca Di Flumeri
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

Big Data Analytics in Health Monitoring at Home (Oct 2017)
Mobyen Uddin Ahmed, Shahina Begum
Medicinteknikdagarna 2017 (MTD 2017)

Vision-Based Remote Heart Rate Variability Monitoring using Camera (Oct 2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

Distributed Multivariate Physiological Signal Analytics for Drivers’ Mental State Monitoring (Oct 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

Scalable Framework for Distributed Case-based Reasoning for Big data analytics (Oct 2017)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

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