Shahina Begum - RankMe

83 papers C 4Journal 24Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry. AIACT Mobyen Uddin Ahmed, Christophe Hurter, Shaibal Barua, Shahina Begum, Pietro Aricò, Daniele Baranzini, Nicola Cavagnetto
2026	J	`jnl`	Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning. IEEE Access Tahira Salwa Rabbi Nishat, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2026	—	`conf`	Explainable Multi-Stage Self-Supervised Learning Framework for Intelligent Fault Diagnosis. AIACT Md Rakibul Islam, Shahina Begum, Mobyen Uddin Ahmed, Surya Teja Darbhamalla, Tim Sundstrom, Greger Spetz
2026	J	`jnl`	Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions. Brain Informatics Giulia Cartocci, Alexandre Veyrie, Nicola Cavagnetto, Christophe Hurter, Augustin Degas, Ana Ferreira, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Bianca Maria Serena Inguscio, Vincenzo Ronca, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
2026	—	`conf`	Hybrid Neuro-Fuzzy Approach for Transparent Anomaly Detection in Mining Equipment. AIACT Andia Shkarpa, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2026	J	`jnl`	Mechanistic Interpretability of ReLU Neural Networks Through Piecewise-Affine Mapping. Mach. Learn. Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2026	—	`conf`	Physics-Constrained Machine Learning Framework for Parametric Optimization of Industrial Cooling Systems. ICAART (4) Md. Mohsin Kabir, Shaibal Barua, Mobyen Uddin Ahmed, Behrouz Nourozi, Shahina Begum, Rebei Bel Fdhila
2025	—	`conf`	A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower. ICMLT Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D'Cruze, Shahina Begum, Sara Kebir, Alexandre Veyrie, Christophe Hurter
2025	J	`jnl`	Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers. SN Comput. Sci. Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2025	J	`jnl`	Attention-based fuzzy neural networks for self-supervised data annotation. Intell. Syst. Appl. Md Rakibul Islam, Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua
2025	J	`jnl`	Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV. Knowl. Based Syst. Mir Riyanul Islam, Rosina O. Weber, Mobyen Uddin Ahmed, Shahina Begum
2025	J	`jnl`	Taxonomy, challenges, and future directions for AI-driven industrial cooling systems. Array Md. Mohsin Kabir, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
2024	—	`conf`	Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement. ICMLT Md. Alamgir Kabir, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam
2024	J	`jnl`	Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach. IEEE Access Atiq ur Rehman, Tahira Salwa Rabbi Nishat, Mobyen Uddin Ahmed, Shahina Begum, Abhishek Ranjan
2024	—	`conf`	Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) Christophe Hurter, Augustin Degas, Arnaud Guibert, Maëlan 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
2024	—	`conf`	Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers. AICCC Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Waleed Jmoona, Ricky Stanley D'Cruze, Alexandre Veyrie, Sara Kebir, Christophe Hurter
2024	—	`conf`	Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. ICAART (2) Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
2024	—	`conf`	iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. ICAART (3) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023	J	`jnl`	A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions. IEEE Access Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2023	—	`conf`	Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach. AIAI (2) Atiq ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
2023	—	`conf`	Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction. AIAI (2) Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
2023	—	`conf`	Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. ICAART (2) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023	—	`conf`	Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification. ICSET Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2023	—	`conf`	Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. ICAART (2) Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
2023	J	`jnl`	When a CBR in Hand is Better than Twins in the Bush. CoRR Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2022	J	`jnl`	CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction. Symmetry Md. Alamgir Kabir, Shahina Begum, Mobyen Uddin Ahmed, Atiq ur Rehman
2022	—	`conf`	When a CBR in Hand Better than Twins in the Bush. ICCBR Workshops Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2021	—	`conf`	Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites. AI4I Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
2021	—	`conf`	Explainable Machine Learning to Improve Assembly Line Automation. AI4I Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
2021	—	`conf`	Local and Global Interpretability Using Mutual Information in Explainable Artificial Intelligence. ISCMI Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2021	—	`conf`	Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture. ECBS 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
2021	J	`jnl`	Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. Sensors Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
2020	—	`conf`	Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach. AIAI (1) Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
2020	J	`jnl`	Non-Contact Physiological Parameters Extraction Using Facial Video Considering Illumination, Motion, Movement and Vibration. IEEE Trans. Biomed. Eng. Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2020	J	`jnl`	Non-contact-based driver's cognitive load classification using physiological and vehicular parameters. Biomed. Signal Process. Control. Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
2019	J	`jnl`	Automatic driver sleepiness detection using EEG, EOG and contextual information. Expert Syst. Appl. Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
2019	—	`conf`	Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
2019	—	`conf`	Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. ICCBR Workshops Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2018	J	`jnl`	Automated EEG Artifact Handling With Application in Driver Monitoring. IEEE J. Biomed. Health Informatics Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
2018	C	`ed.`	Case-Based Reasoning Research and Development - 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings ICCBR Michael T. Cox, Peter Funk, Shahina Begum
2018	—	`ed.`	Internet of Things (IoT) Technologies for HealthCare - 4th International Conference, HealthyIoT 2017, Angers, France, October 24-25, 2017, Proceedings HealthyIoT Mobyen Uddin Ahmed, Shahina Begum, Jean-Baptiste Bastel
2018	—	`conf`	Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination. pHealth Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
2017	—	`conf`	Classifying Drivers' Cognitive Load Using EEG Signals. pHealth Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017	—	`conf`	Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. HealthyIoT Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri
2017	—	`conf`	Deep Learning Based Person Identification Using Facial Images. HealthyIoT Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2017	—	`conf`	Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. HealthyIoT Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017	—	`conf`	Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. HealthyIoT Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2017	—	`conf`	Vision-Based Remote Heart Rate Variability Monitoring Using Camera. HealthyIoT Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2016	—	`conf`	A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. HealthyIoT Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
2016	—	`conf`	Driver's State Monitoring: A Case Study on Big Data Analytics. HealthyIoT Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016	—	`conf`	Falling Angel - A Wrist Worn Fall Detection System Using K-NN Algorithm. HealthyIoT Hamidur Rahman, Johan Sandberg, Lennart Eriksson, Mohammad Heidari, Jan Arwald, Peter Eriksson, Shahina Begum, Maria Lindén, Mobyen Uddin Ahmed
2016	—	`conf`	Ins and Outs of Big Data: A Review. HealthyIoT Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
2016	—	`conf`	Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. MobiHealth Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016	—	`ed.`	Internet of Things Technologies for HealthCare - Third International Conference, HealthyIoT 2016, Västerås, Sweden, October 18-19, 2016, Revised Selected Papers HealthyIoT Mobyen Uddin Ahmed, Shahina Begum, Wasim Raad
2016	—	`conf`	Non-Contact Heart Rate Monitoring Using Lab Color Space. pHealth Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2016	—	`conf`	Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam. SAIS Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2016	—	`conf`	SmartMirror: An Embedded Non-contact System for Health Monitoring at Home. HealthyIoT Hamidur Rahman, Shankar Iyer, Caroline Meusburger, Kolja Dobrovoljski, Mihaela Stoycheva, Vukan Turkulov, Shahina Begum, Mobyen Uddin Ahmed
2016	J	`jnl`	Towards a compositional service architecture for real-time cloud robotics: invited paper. SIGBED Rev. Shahina Begum, Moris Behnam, Thomas Larsson, Thomas Nolte, Kristian Sandström
2015	—	`conf`	Clustering based Approach for Automated EEG Artifacts Handling. SCAI Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2015	—	`conf`	Driver Monitoring in the Context of Autonomous Vehicle. SCAI Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
2015	—	`conf`	Intelligent Driver Monitoring Based on Physiological Sensor Signals: Application Using Camera. ITSC Hamidur Rahman, Shaibal Barua, Shahina Begum
2015	—	`conf`	Non-contact Physiological Parameters Extraction Using Camera. IoT 360 (1) Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2015	—	`conf`	Resource Allocation in Industrial Cloud Computing Using Artificial Intelligence Algorithms. SCAI Sharmin Sultana Sheuly, Sudhangathan Bankarusamy, Shahina Begum, Moris Behnam
2015	—	`conf`	Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. pHealth Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2014	J	`jnl`	Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning. Expert Syst. Appl. Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
2014	J	`jnl`	Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. Sensors Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
2013	—	`conf`	Intelligent driver monitoring systems based on physiological sensor signals: A review. ITSC Shahina Begum
2012	—	`conf`	A hybrid case-based system in clinical diagnosis and treatment. BHI Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012	—	`conf`	An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning. ICDM (Workshops) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012	C	`conf`	Case Studies on the Clinical Applications using Case-Based Reasoning. FedCSIS Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012	C	`conf`	Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis. FedCSIS Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla
2012	—	`conf`	The 3 CDSSs: An Overview and Application in Case-Based Reasoning. SAIS Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2011	—	`conf`	A Case-Based Driver's State Monitoring System Using Physiological Sensor Signals. ICDM (Workshops) Shahina Begum
2011	—	`—`	A Personalised Case-Based Stress Diagnosis System Using Physiological Sensor Signals. Shahina Begum
2011	J	`jnl`	A multi-module case-based biofeedback system for stress treatment. Artif. Intell. Medicine Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2011	J	`jnl`	Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments. IEEE Trans. Syst. Man Cybern. Part C Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
2011	—	`conf`	K-NN based interpolation to handle artifacts for heart rate variability analysis. ISSPIT Shahina Begum, Md. Siblee Islam, Mobyen Uddin Ahmed, Peter Funk
2010	J	`jnl`	Factors associated with unwanted pregnancies in India through a hierarchical model. Model. Assist. Stat. Appl. Shahina Begum, Sada Nand Dwivedi, Arvind Pandey, Suneeta Mittal
2009	J	`jnl`	A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching. Comput. Intell. Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
2008	—	`conf`	A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning. ECCBR Workshops Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2008	—	`conf`	Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. ICDM (Posters and Workshops) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2008	J	`jnl`	Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. Trans. Case Based Reason. Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2007	C	`conf`	Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. ICCBR Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele