Sidra Abbas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 30

Top Topics

Activity Recognition

Tumor Detection

Sentiment Analysis

Top Venues

PeerJ Comput. Sci.

IEEE Trans. Consumer Electron.

Publications

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) (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2023)
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) (2023)
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) (2023)
Mesfer Al Duhayyim, Sidra Abbas, Abdullah Alqahtani, Natalia Kryvinska, Ahmad S. Almadhor, Uzma Ghulam Mohammad
An Ensemble Machine Learning Technique for Stroke Prognosis. Comput. Syst. Sci. Eng. 47 (1) (2023)
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 (2023)
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 (2023)
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)
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 (2023)
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 (2023)
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)
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)
Abdullah Alqahtani, Habib Ullah Khan, Shtwai Alsubai, Mohemmed Sha, Ahmad Almadhor, Tayyab Iqbal, Sidra Abbas
An efficient approach for textual data classification using deep learning. Frontiers Comput. Neurosci. 16 (2022)
Aqsa Mohiyuddin, Asma Basharat, Usman Ghani, Veselý Peter, Sidra Abbas, Osama Bin Naeem, Muhammad Rizwan
Breast Tumor Detection and Classification in Mammogram Images Using Modified YOLOv5 Network. Comput. Math. Methods Medicine 2022 (2022)
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) (2021)