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ORCIDSidra Abbas
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2020 – today
- 2024
[j33]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)- [j32]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) - [j31]Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Ahmad S. Almadhor, Abdullah Al Hejaili, Lubomira Strazovska:
Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition. IEEE Access 12: 44949-44959 (2024) - [j30]Ahmad S. Almadhor, Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Abdullah Al Hejaili, Lubomira Strazovska:
Multi-Class Adaptive Active Learning for Predicting Student Anxiety. IEEE Access 12: 58097-58105 (2024) - [j29]Sidra Abbas, Stephen Ojo, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Lucia Vilcekova:
A Novel Deep Learning Approach for Myocardial Infarction Detection and Multi-Label Classification. IEEE Access 12: 76003-76021 (2024) - [j28]Sidra Abbas, Gabriel Avelino R. Sampedro, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Rastislav Kulhanek:
Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning. IEEE Access 12: 89055-89068 (2024) - [j27]Monji Mohamed Zaidi, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai, Abdullah Al Hejaili, Michal Gregus, Sidra Abbas:
Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning. IEEE Access 12: 105497-105510 (2024) - [j26]Sidra Abbas, Stephen Ojo, Imen Bouazzi, Gabriel Avelino R. Sampedro, Abdullah Al Hejaili, Ahmad S. Almadhor, Rastislav Kulhanek:
Securing Data From Side-Channel Attacks: A Graph Neural Network-Based Approach for Smartphone-Based Side Channel Attack Detection. IEEE Access 12: 138904-138920 (2024) - [j25]Sidra Abbas, Imen Bouazzi, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Ahmad S. Almadhor, Abdullah Al Hejaili, Natalia Kryvinska:
Active-Darknet: An Iterative Learning Approach for Darknet Traffic Detection and Categorization. IEEE Access 12: 151987-151997 (2024) - [j24]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) - [j23]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) - [j22]Sidra Abbas, Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Abdullah Alqahtani, Lubomira Strazovska, Monji Mohamed Zaidi:
Efficient geospatial mapping of buildings, woodlands, water and roads from aerial imagery using deep learning. PeerJ Comput. Sci. 10: e2039 (2024) - [j21]Sidra Abbas, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Mideth B. Abisado, Mehrez Marzougui, Tai-Hoon Kim, Areej Alasiry:
PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation. PeerJ Comput. Sci. 10: e2050 (2024) - [j20]Tae Hoon Kim, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Gabriel Avelino R. Sampedro, Sidra Abbas:
Exploiting smartphone defence: a novel adversarial malware dataset and approach for adversarial malware detection. Peer Peer Netw. Appl. 17(5): 3369-3384 (2024) - [j19]Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu:
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. 70(1): 2170-2177 (2024) - [j18]Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor:
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. 70(1): 4470-4477 (2024) - [j17]Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong:
Privacy Preserved and Decentralized Smartphone Recommendation System. IEEE Trans. Consumer Electron. 70(1): 4617-4624 (2024) - [j16]Yuxia Bie, Zhongyuan Zhang, Gautam Srivastava, Zhi Hu, Asif Ali Laghari, Gabriel Avelino R. Sampedro, Sidra Abbas:
Adaptive Framing and Virtual Channel Scheduling Algorithm Based on Advanced Orbiting System for Consumer Sustainability in Industry 5.0. IEEE Trans. Consumer Electron. 70(2): 4882-4893 (2024) - [j15]Sidra Abbas, Shtwai Alsubai, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Imen Bouazzi:
An efficient deep recurrent neural network for detection of cyberattacks in realistic IoT environment. J. Supercomput. 80(10): 13557-13575 (2024) - [j14]Jing Gao, Peng Li, Asif Ali Laghari, Gautam Srivastava, Thippa Reddy Gadekallu, Sidra Abbas, Jianing Zhang:
Incomplete Multiview Clustering via Semidiscrete Optimal Transport for Multimedia Data Mining in IoT. ACM Trans. Multim. Comput. Commun. Appl. 20(6): 158:1-158:20 (2024) - 2023
- [j13]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Mohamed 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 Mohamed 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)
Coauthor Index
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