Shahina Begum

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 39

Top Topics

Machine Learning

Top Venues

Publications

Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. ICAART (2) (2024)
Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) (2024)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. ICAART (3) (2024)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand is Better than Twins in the Bush. CoRR (2023)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. ICAART (2) (2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions. IEEE Access 11 (2023)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. ICAART (2) (2023)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction. AIAI (2) (2023)
Atiq ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach. AIAI (2) (2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification. ICSET (2023)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand Better than Twins in the Bush. ICCBR Workshops (2022)
Md. Alamgir Kabir, Shahina Begum, Mobyen Uddin Ahmed, Atiq ur Rehman
CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction. Symmetry 14 (12) (2022)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites. AI4I (2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. Sensors 21 (23) (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
Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture. ECBS (2021)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
Explainable Machine Learning to Improve Assembly Line Automation. AI4I (2021)
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach. AIAI (1) (2020)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Non-contact-based driver's cognitive load classification using physiological and vehicular parameters. Biomed. Signal Process. Control. 55 (2020)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-Contact Physiological Parameters Extraction Using Facial Video Considering Illumination, Motion, Movement and Vibration. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. ICCBR Workshops (2019)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
Automatic driver sleepiness detection using EEG, EOG and contextual information. Expert Syst. Appl. 115 (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
Automated EEG Artifact Handling With Application in Driver Monitoring. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination. pHealth (2018)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. HealthyIoT (2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Vision-Based Remote Heart Rate Variability Monitoring Using Camera. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Classifying Drivers' Cognitive Load Using EEG Signals. pHealth (2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Deep Learning Based Person Identification Using Facial Images. HealthyIoT (2017)
Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. HealthyIoT (2017)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Driver's State Monitoring: A Case Study on Big Data Analytics. HealthyIoT (2016)
Shahina Begum, Moris Behnam, Thomas Larsson, Thomas Nolte, Kristian Sandström
Towards a compositional service architecture for real-time cloud robotics: invited paper. SIGBED Rev. 13 (3) (2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-Contact Heart Rate Monitoring Using Lab Color Space. pHealth (2016)
Hamidur Rahman, Shankar Iyer, Caroline Meusburger, Kolja Dobrovoljski, Mihaela Stoycheva, Vukan Turkulov, Shahina Begum, Mobyen Uddin Ahmed
SmartMirror: An Embedded Non-contact System for Health Monitoring at Home. HealthyIoT (2016)
Hamidur Rahman, Johan Sandberg, Lennart Eriksson, Mohammad Heidari, Jan Arwald, Peter Eriksson, Shahina Begum, Maria Lindén, Mobyen Uddin Ahmed
Falling Angel - A Wrist Worn Fall Detection System Using K-NN Algorithm. HealthyIoT (2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. MobiHealth (2016)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
Ins and Outs of Big Data: A Review. HealthyIoT (2016)
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. HealthyIoT (2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam. SAIS (2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Clustering based Approach for Automated EEG Artifacts Handling. SCAI (2015)
Sharmin Sultana Sheuly, Sudhangathan Bankarusamy, Shahina Begum, Moris Behnam
Resource Allocation in Industrial Cloud Computing Using Artificial Intelligence Algorithms. SCAI (2015)
Hamidur Rahman, Shaibal Barua, Shahina Begum
Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera. ITSC (2015)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-contact Physiological Parameters Extraction Using Camera. IoT 360 (1) (2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. pHealth (2015)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
Driver Monitoring in the Context of Autonomous Vehicle. SCAI (2015)
Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning. Expert Syst. Appl. 41 (2) (2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. Sensors 14 (7) (2014)
Shahina Begum
Intelligent driver monitoring systems based on physiological sensor signals: A review. ITSC (2013)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla
Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis. FedCSIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
Case Studies on the Clinical Applications using Case-Based Reasoning. FedCSIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
The 3 CDSSs: An Overview and Application in Case-Based Reasoning. SAIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning. ICDM (Workshops) (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
A hybrid case-based system in clinical diagnosis and treatment. BHI (2012)
Shahina Begum, Md. Siblee Islam, Mobyen Uddin Ahmed, Peter Funk
K-NN based interpolation to handle artifacts for heart rate variability analysis. ISSPIT (2011)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
A multi-module case-based biofeedback system for stress treatment. Artif. Intell. Medicine 51 (2) (2011)
Shahina Begum
A Case-Based Driver's State Monitoring System Using Physiological Sensor Signals. ICDM (Workshops) (2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments. IEEE Trans. Syst. Man Cybern. Part C 41 (4) (2011)
Shahina Begum, Sada Nand Dwivedi, Arvind Pandey, Suneeta Mittal
Factors associated with unwanted pregnancies in India through a hierarchical model. Model. Assist. Stat. Appl. 5 (3) (2010)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching. Comput. Intell. 25 (3) (2009)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. ICDM (Posters and Workshops) (2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. Trans. Case Based Reason. 1 (1) (2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning. ECCBR Workshops (2008)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. ICCBR (2007)