Publications

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Number of publications matching the search criterion: 76 (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

Collection (Editor) (3)

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 (10)

Automated EEG Artifact Handling with Application in Driver Monitoring (Dec 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 (55)

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)

Deep Learning based Person Identification using Facial Images (Oct 2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIOT'17)

Food4You: A Personalized System for Adaptive Mealtime Situations for Elderly (Oct 2017)
Shahina Begum, Birgitta Kerstis , Shaibal Barua, Hanna Westerlund , Cecilia Hjortsberg
Medicinteknikdagarna 2017 (MTD 2017)

Classifying drivers’ cognitive load using EEG signals (May 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
14th International Conference on Wearable, micro & Nano Technologies (pHealth2017)

Ins and Outs of Big Data: A Review (Oct 2016)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

A Case-Based Classification for Drivers’ Alcohol Detection Using Physiological Signals (Oct 2016)
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

SmartMirror: An Embedded Non-contact System for Health Monitoring at Home (Oct 2016)
Hamidur Rahman, Shankar Iyer , Caroline Meusburger , Kolja Dobrovoljski , Mihaela Stoycheva , Vukan Turkulov , Shahina Begum, Mobyen Uddin Ahmed
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

Falling Angel – a Wrist Worn Fall Detection System Using K-NN Algorithm (Oct 2016)
Hamidur Rahman, Johan Sandberg , Lennart Eriksson , Mohammad Heidari , Jan Arwald , Peter Eriksson , Shahina Begum, Maria Lindén, Mobyen Uddin Ahmed
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

Driver’s State Monitoring: A Case Study on Big Data Analytics (Oct 2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

Third Eye: An Intelligent Assisting Aid for Visual Impairment Elderly (Oct 2016)
Mobyen Uddin Ahmed, Shahina Begum, Birgitta Kerstis , Nikola Petrovic, Maria Sandborgh
Medicinteknikdagarna 2016 (MTF)

Real Time Heart Rate Monitoring from Facial RGB Color Video using Webcam (Jun 2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
The 29th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS 2016)

Non-Contact Heart Rate Monitoring Using Lab Color Space (May 2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
13th International Conference on Wearable Micro and Nano Technologies for Personalized Health (pHealth 2016)

AUTOMATED EEG ARTIFACTS HANDLING FOR DRIVER SLEEPINESS MONITORING (Feb 2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Christer Ahlström
2nd International Symposium on Somnolence, Vigilance, and Safety (SomnoSafe2016)

Towards a Compositional Service Architecture for Real-Time Cloud Robotics (Dec 2015)
Shahina Begum, Moris Behnam, Thomas Larsson, Thomas Nolte, Kristian Sandström
8th International Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS'15)

Clustering based Approach for Automated EEG Artifacts Handling (Nov 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
The 13th Scandinavian Conference on Artificial Intelligence (SCAI 2015)

Driver Monitoring in the Context of Autonomous Vehicle (Nov 2015)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
The 13th Scandinavian Conference on Artificial Intelligence (SCAI 2015)

Resource Allocation in Industrial Cloud Computing Using Artificial Intelligence Algorithms (Nov 2015)
Sharmin Sultana Sheuly , Sudhangathan Bankarusamy , Shahina Begum, Moris Behnam
The 13th Scandinavian Conference on Artificial Intelligence (SCAI 2015)

Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal clustering (Oct 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
1st Workshop on Embedded Sensor Systems for Health through Internet of Things (ESS-H IoT)

Non-Contact Physiological Parameters Extraction Using Camera (Oct 2015)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
1st Workshop on Embedded Sensor Systems for Health through Internet of Things (ESS-H IoT)

Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera (Sep 2015)
Hamidur Rahman, Shaibal Barua, Shahina Begum
IEEE 18th International Conference on Intelligent Transportation Systems (ITSC2015)

Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals (Jun 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
12th International Conference on Wearable Micro and Nano Technologies for Personalized Health (pHealth 2015)

A Fusion Based System for Physiological Sensor Signal Classification (Oct 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Peter Funk
Medicinteknikdagarna 2014 (MTD10)

Classification of Ocular Artifacts in EEG Signals Using Hierarchical Clustering and Case-based Reasoning (Sep 2014)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)

A Review on Machine Learning Algorithms in Handling EEG Artifacts (May 2014)
Shaibal Barua, Shahina Begum
The Swedish AI Society (SAIS) Workshop (SAIS, 14)

Intelligent Driver Monitoring Systems Based on Physiological Sensor Signals: A Review (Oct 2013)
Shahina Begum
16th International IEEE Annual Conference on Intelligent Transportation Systems

EEG Sensor Based Classification for Assessing Psychological Stress (Jun 2013)
Shahina Begum, Shaibal Barua
10th International Conference on Wearable Micro and Nano Technologies for Personalized Health

Case Studies on the Clinical Applications using Case-Based Reasoning (Sep 2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
7th International Symposium Advances in Artificial Intelligence and Applications (AAIA12)

Driver’s Mental State Monitoring System Using CBR Based on Heart Rate Variability Analysis (Sep 2012)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla
7th International Symposium Advances in Artificial Intelligence and Applications (AAIA12)

System Overview on a Clinical Decision Support System for Stress Management (Sep 2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
workshop on CBR in the Health Sciences at 20th International Conference on Case-Based Reasoning, ICCBR12

Multi-Scale Entropy Analysis and Case-Based Reasoning to Classify Physiological Sensor Signals (Sep 2012)
Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua
workshop on CBR in the Health Sciences at 20th International Conference on Case-Based Reasoning, ICCBR12

An Overview of three Medical Applications Hybrid Case-Based Reasoning (Jun 2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
International Workshop Case-Based Reasoning CBR-MD 2012

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