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Sidra Abbas
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2020 – today
- 2024
- [j17]Sidra Abbas, Imen Bouazzi, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Zuzana Stolicna:
Improving Smart Grids Security: An Active Learning Approach for Smart Grid-Based Energy Theft Detection. IEEE Access 12: 1706-1717 (2024) - [j16]Sidra Abbas, Shtwai Alsubai, Muhammad Ibrar-ul-Haque, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko:
Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors. IEEE Access 12: 22595-22607 (2024) - [j15]Sidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus:
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks. PeerJ Comput. Sci. 10: e1793 (2024) - [j14]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim:
Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning. PeerJ Comput. Sci. 10: e1899 (2024) - 2023
- [j13]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Zaidi:
Active Learning for News Article's Authorship Identification. IEEE Access 11: 98415-98426 (2023) - [j12]Sidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Zaidi:
A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators. IEEE Access 11: 101525-101536 (2023) - [j11]Sidra Abbas, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tariq Shahzad, Khmaies Ouahada:
A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures. IEEE Access 11: 112189-112198 (2023) - [j10]Stephen Ojo, Sidra Abbas, Mehrez Marzougui, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko:
Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone Rating. IEEE Access 11: 140451-140463 (2023) - [j9]Mesfer Al Duhayyim, Sidra Abbas, Abdullah Al Hejaili, Natalia Kryvinska, Ahmad S. Almadhor, Uzma Ghulam Mohammad:
An Ensemble Machine Learning Technique for Stroke Prognosis. Comput. Syst. Sci. Eng. 47(1): 413-429 (2023) - [j8]Mesfer Al Duhayyim, Sidra Abbas, Abdullah Al Hejaili, Natalia Kryvinska, Ahmad S. Almadhor, Huma Mughal:
Ensemble Learning for Fetal Health Classification. Comput. Syst. Sci. Eng. 47(1): 823-842 (2023) - [j7]Tarek Moulahi, Rateb Jabbar, Abdulatif Alabdulatif, Sidra Abbas, Salim El Khediri, Salah Zidi, Muhammad Rizwan:
Privacy-preserving federated learning cyber-threat detection for intelligent transport systems with blockchain-based security. Expert Syst. J. Knowl. Eng. 40(5) (2023) - [j6]Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas, Ye Jin Kim, Muhammad Attique Khan, Jamel Baili, Jaehyuk Cha:
Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning. Sensors 23(8): 3984 (2023) - [j5]Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas:
Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity. Sensors 23(15): 6664 (2023) - 2022
- [j4]Abdul Rehman Javed, Zunera Jalil, Syed Atif Moqurrab, Sidra Abbas, Xuan Liu:
Ensemble Adaboost classifier for accurate and fast detection of botnet attacks in connected vehicles. Trans. Emerg. Telecommun. Technol. 33(10) (2022) - [j3]Abdullah Alqahtani, Habib Ullah Khan, Shtwai Alsubai, Mohemmed Sha, Ahmad S. Almadhor, Tayyab Iqbal, Sidra Abbas:
An efficient approach for textual data classification using deep learning. Frontiers Comput. Neurosci. 16 (2022) - [j2]Shtwai Alsubai, Habib Ullah Khan, Abdullah Alqahtani, Mohemmed Sha, Sidra Abbas, Uzma Ghulam Mohammad:
Ensemble deep learning for brain tumor detection. Frontiers Comput. Neurosci. 16 (2022) - 2021
- [j1]Afia Naeem, Abdul Rehman Javed, Muhammad Rizwan, Sidra Abbas, Jerry Chun-Wei Lin, Thippa Reddy Gadekallu:
DARE-SEP: A Hybrid Approach of Distance Aware Residual Energy-Efficient SEP for WSN. IEEE Trans. Green Commun. Netw. 5(2): 611-621 (2021)
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