Shahab A. Abdulla

42 papers C 7Misc 1Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedVGM: Enhancing Federated Learning Performance on Multi-Dataset Medical Images With XAI.
IEEE J. Biomed. Health Informatics
Mst. Sazia Tahosin, Md. Alif Sheakh, Mohammad Jahangir Alam, Md. Mehedi Hassan, Anupam Kumar Bairagi, Shahab A. Abdulla, Samah Alshathri, Walid El-Shafai
2025 J jnl
Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications.
IEEE Access
Tamanna Zubairi Sana, Shahab A. Abdulla, Anindya Nag, Ayontika Das, Md. Mehedi Hassan, Zoya Zubairi Fiza, Asif Karim, Sheikh Ridwan Raihan Kabir
2025 J jnl
EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification.
Expert Syst. Appl.
Hadi Ratham Al Ghayab, Yan Li, Mohammed Diykh, Aqeel Sahi, Shahab A. Abdulla, Ahmed Rashid Alkhuwaylidee
2025 J jnl
Improving Medical X-Ray Imaging Diagnosis With Attention Mechanisms and Robust Transfer Learning Techniques.
IEEE Access
Isha Das, Md. Alif Sheakh, Shahab A. Abdulla, Mst. Sazia Tahosin, Md. Mehedi Hassan, Sadika Zaman, Abhay Shukla
2025 Misc conf
Optimizing Brain Tumor Segmentation Networks Through Evolutionary Neural Architecture Search.
DICTA
Farhana Yasmin, Mahade Hasan, Shahab A. Abdulla, Md. Mehedi Hassan, Radjabov Sukhrob Radjabovich, Abdolraheem Khader, Ali Ahmed, Yu Xue
2025 J jnl
SGDM-GRU: Spectral graph deep learning based Gated Recurrent Unit model for accurate fake news detection.
Expert Syst. Appl.
Aqeel Sahi, Mostfa Albdair, Mohammed Diykh, Shahab A. Abdulla, Hadi Ratham Al Ghayab, Kaled Aljebur, Sarmad K. D. Alkhafaji
2025 J jnl
The Influence Maximization in Complex Networks: Significant Trends, Leading Contributors, and Prospective Directions.
Complex.
Elaf Adel Abbas, Raaid Alubady, Aqeel Sahi, Mohammed Diykh, Shahab A. Abdulla
2024 J jnl
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data.
Comput. Electron. Agric.
Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally
2024 J jnl
Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course.
Comput. Educ. Artif. Intell.
Sujan Ghimire, Shahab A. Abdulla, Lionel P. Joseph, Salvin Prasad, Angela Murphy, Aruna Devi, Prabal Datta Barua, Ravinesh C. Deo, Udyavara Rajendra Acharya, Zaher Mundher Yaseen
2024 C conf
Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques.
TENCON
Nabeel Mahdy Haddad, Aqeel Sahi, Mohammed Diykh, Kaled Aljbur, Ali Kutfan, Shahab A. Abdulla, Hayder Al-Hraishawi
2024 C conf
Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model.
HIS
Shahab A. Abdulla, Amar S. Majeed, Ali Basim Al-Khafaji, Wesaam Alsalman, Mohammed Diykh, Aqeel Sahi, Hussein Alabdally, Khaleel Ali Khudhur
2024 C conf
Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models.
HIS
Suha Zadain Hmoud, Mohammed Diykh, Shahab A. Abdulla, Hussein Alabdally, Aqeel Sahi
2024 J jnl
Securing X-Ray Images Into Cover Images Using Hybrid EBS Steganography With Five-Layer Cryptography.
IEEE Access
Divya Sharma, Chander Prabha, Md. Mehedi Hassan, Shahab A. Abdulla, Anupam Kumar Bairagi, Samah Alshathri, Walid El-Shafai
2023 J jnl
Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach.
Sensors
Farina Riaz, Shahab A. Abdulla, Hajime Suzuki, Srinjoy Ganguly, Ravinesh C. Deo, Susan Hopkins
2023 J jnl
An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification.
Int. J. Medical Informatics
Shahab A. Abdulla, Mohammed Diykh, Siuly Siuly, Mumtaz Ali
2023 J jnl
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples.
CoRR
Farina Riaz, Shahab A. Abdulla, Hajime Suzuki, Srinjoy Ganguly, Ravinesh C. Deo, Susan Hopkins
2023 J jnl
Designing pentapartitioned neutrosophic cubic set aggregation operator-based air pollution decision-making model.
Complex Intell. Syst.
Yi-Ming Li, Majid Khan, Adnan Khurshid, Muhammad Gulistan, Ateeq Ur Rehman, Mumtaz Ali, Shahab A. Abdulla, Aitazaz Ahsan Farooque
2023 J jnl
Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition.
Comput. Methods Programs Biomed.
Mohammed Diykh, Shahab A. Abdulla, Ravinesh C. Deo, Siuly Siuly, Mumtaz Ali
2023 J jnl
Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models.
CoRR
Farina Riaz, Shahab A. Abdulla, Hajime Suzuki, Srinjoy Ganguly, Ravinesh C. Deo, Susan Hopkins
2023 J jnl
Identifying License Plates in Distorted Vehicle Images: Detecting Distorted Vehicle Licence Plates Using a Novel Preprocessing Methods With Hybrid Feature Descriptors.
IEEE Intell. Transp. Syst. Mag.
Meeras Salman Al-Shemarry, Yan Li, Shahab A. Abdulla
2022 J jnl
An Enhanced Architecture to Resolve Public-Key Cryptographic Issues in the Internet of Things (IoT), Employing Quantum Computing Supremacy.
Sensors
Shuhab Shamshad, Farina Riaz, Rabia Riaz, Sanam Shahla Rizvi, Shahab A. Abdulla
2022 C conf
An Intelligence Approach for Blood Pressure Estimation from Photoplethysmography Signal.
HIS
Shahab A. Abdulla, Mohammed Diykh, Sarmad K. D. Alkhafaji, Atheer Y. Oudah, Haydar Abdulameer Marhoon, Rand Ameen Azeez
2022 J jnl
Developing Smart Self Orienting Solar Tracker for Mobile PV Power Generation Systems.
IEEE Access
Yousif R. Al-Saadi, Monaf S. Tapou, Areej A. Badi, Shahab A. Abdulla, Mohammed Diykh
2022 C conf
ECG Signals Classification Model Based on Frequency Domain Features Coupled with Least Square Support Vector Machine (LS-SVM).
HIS
Rand Ameen Azeez, Sarmad K. D. Alkhafaji, Mohammed Diykh, Shahab A. Abdulla
2021 C conf
A Novel Alcoholic EEG Signals Classification Approach Based on AdaBoost k-means Coupled with Statistical Model.
HIS
Mohammed Diykh, Shahab A. Abdulla, Atheer Y. Oudah, Haydar Abdulameer Marhoon, Siuly Siuly
2021 — conf
A hybrid architecture for resolving Cryptographic issues in internet of things (IoT), Employing Quantum computing supremacy.
ICTC
Shuhab Shamshad, Farina Riaz, Rabia Riaz, Sanam Shahla Rizvi, Shahab A. Abdulla
2021 J jnl
A new framework for classification of multi-category hand grasps using EMG signals.
Artif. Intell. Medicine
Firas Sabar Miften, Mohammed Diykh, Shahab A. Abdulla, Siuly Siuly, Jonathan H. Green, Ravinesh C. Deo
2021 J jnl
An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis.
Frontiers Neuroinformatics
Hanan Al-Hadeethi, Shahab A. Abdulla, Mohammed Diykh, Ravinesh C. Deo, Jonathan H. Green
2021 J jnl
Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm.
IEEE Access
Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, Nawin Raj, Shahab A. Abdulla
2020 J jnl
Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications.
Expert Syst. Appl.
Hanan Al-Hadeethi, Shahab A. Abdulla, Mohammed Diykh, Ravinesh C. Deo, Jonathan H. Green
2020 J jnl
An Efficient Texture Descriptor for the Detection of License Plates From Vehicle Images in Difficult Conditions.
IEEE Trans. Intell. Transp. Syst.
Meeras Salman Al-Shemarry, Yan Li, Shahab A. Abdulla
2020 J jnl
EEG sleep stages identification based on weighted undirected complex networks.
Comput. Methods Programs Biomed.
Mohammed Diykh, Yan Li, Shahab A. Abdulla
2019 J jnl
Epileptic seizures detection in EEGs blending frequency domain with information gain technique.
Soft Comput.
Hadi Ratham Al Ghayab, Yan Li, Siuly Siuly, Shahab A. Abdulla
2019 J jnl
Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals.
Biomed. Signal Process. Control.
Mohammed Diykh, Shahab A. Abdulla, Khalid Saleh, Ravinesh C. Deo
2019 J jnl
Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm.
Expert Syst. Appl.
Shahab A. Abdulla, Mohammed Diykh, Raid Luaibi Laft, Khalid Saleh, Ravinesh C. Deo
2018 — conf
A New Approach to Spread-spectrum OFDM.
ICETE (1)
Mohammad Kaisb Layous Alhasnawi, Ronald G. Addie, Shahab A. Abdulla
2018 J jnl
Ensemble of adaboost cascades of 3L-LBPs classifiers for license plates detection with low quality images.
Expert Syst. Appl.
Meeras Salman Al-Shemarry, Yan Li, Shahab A. Abdulla
2018 J jnl
Epileptic EEG signal classification using optimum allocation based power spectral density estimation.
IET Signal Process.
Hadi Ratham Al Ghayab, Yan Li, Siuly Siuly, Shahab A. Abdulla
2017 C conf
Developing a Tunable Q-Factor Wavelet Transform Based Algorithm for Epileptic EEG Feature Extraction.
HIS
Hadi Ratham Al Ghayab, Yan Li, Siuly, Shahab A. Abdulla, Paul Wen
2016 J jnl
Classification of epileptic EEG signals based on simple random sampling and sequential feature selection.
Brain Informatics
Hadi Ratham Al Ghayab, Yan Li, Shahab A. Abdulla, Mohammed Diykh, Xiangkui Wan
2012 — conf
The effects of time-delay on feedback control of depth of anesthesia.
BHI
Shahab A. Abdulla, Peng Wen
2011 J jnl
Robust internal model control for depth of anaesthesia.
Int. J. Mechatronics Autom.
Shahab A. Abdulla, Peng Wen