Publications
Journal Articles
Vision transformers for neurological disorder diagnosis: a systematic review of architectural taxonomies, challenges, and future directions
Expert Systems with Applications
LACTNet: A Label-Aware CNN-Transformer Network for surface defect segmentation
Expert Systems with Applications
A deep reinforcement learning approach for wind speed forecasting
Engineering Applications of Computational Fluid Mechanics
A two-stage deep learning-based hybrid model for daily wind speed forecasting
Heliyon
Energy consumption of high-rise double skin façade buildings: A machine learning analysis
Journal of Building Engineering
Deep learning hybrid models with multivariate VMD for solar radiation
Alexandria Engineering Journal
Fall risk classification using posturographic parameters
Journal of NeuroEngineering and Rehabilitation
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River
Engineering Applications of Computational Fluid Mechanics
A systematic review of deep learning approaches for surface defect detection in industrial applications
Engineering Applications of Artificial Intelligence
Forecasting PM2.5 concentration based on integrating CEEMDAN with SVM and LSTM
Ecotoxicology and Environmental Safety
Application of explainable artificial intelligence in medical health: A systematic review of interpretability methods
Informatics in Medicine Unlocked
A Robust Approach for Endotracheal Tube Localization in Chest Radiographs
Frontiers in Artificial Intelligence
Monthly river discharge forecasting using hybrid models based on extreme gradient boosting coupled with wavelet theory and Lévy Jaya optimization algorithm
Water Resources Management
Labeled projective dictionary pair learning: Application to handwritten numbers recognition
Information Sciences
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow
Engineering Applications of Computational Fluid Mechanics
Projective dictionary pair learning for EEG signal classification in brain computer interface applications
Neurocomputing
Conference Papers
A Hybrid CNN-Transformer Approach for Accurate Surface Defect Detection
TAAI 2024
Forecasting Rainfall Using a Hybrid Deep Learning Model
AGU Fall Meeting
Classification of handwritten Chinese numbers with CNNs
5th International Conference on Pattern Recognition and Image Analysis (IPRIA)
EEG signal classification based on sparse representation in brain computer interface applications
22nd Iranian Conference on Biomedical Engineering (ICBME)
Book Chapters
Handwritten digits recognition using dictionary learning
Computer Vision and Recognition Systems