Sidra Abbas

40 papers Journal 40
YearRankTypeTitle / Venue / Authors
2025 J jnl
6G-Enabled Federated Intelligence and Transparent Framework for Aerial Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ahmad S. Almadhor, Abdullah Alqahtani, Abdullah Al Hejaili, Mohamed Ayari, Monji Mohamed Zaidi, Natalia Kryvinska, Thippa Reddy Gadekallu, Sidra Abbas
2025 J jnl
Device-to-device communication in 5G heterogeneous network based on game-theoretic approaches: A comprehensive survey.
J. Netw. Comput. Appl.
Rana Zeeshan Ahmad, Muhammad Rizwan, Muhammad Jehanzaib Yousuf, Mohammad Bilal Khan, Ahmad S. Almadhor, Thippa Reddy Gadekallu, Sidra Abbas
2025 J jnl
Explainable and secure framework for autism prediction using multimodal eye tracking and kinematic data.
Complex Intell. Syst.
Ahmad S. Almadhor, Areej Alasiry, Shtwai Alsubai, Abdullah Al Hejaili, Urban Kovac, Sidra Abbas
2025 J jnl
Securing Realistic IoMT Environment Using Moth-Flame Optimization-Based Deep Learning Framework.
Secur. Priv.
Roben A. Juanatas, Ahmad S. Almadhor, Shtwai Alsubai, Natalia Kryvinska, Moez Krichen, Gabriel Avelino R. Sampedro, Sidra Abbas
2025 J jnl
Small-UAV GPS Spoofing Attack Detection and Multilabel Classification.
Secur. Priv.
Shtwai Alsubai, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Vincent Karovic, Abdullah Alqahtani, Sidra Abbas
2025 J jnl
Targeting quorum sensing in Pseudomonas aeruginosa with high-affinity inhibitors: A high-throughput screening and in-silico analysis.
Comput. Biol. Chem.
Sidra Abbas, Shama Mujawar, Azra Yasmin, Shaghufta Perveen, Parvez Azam Malik, Muhammad Shoaib Ali Gill, Tahir Ali Chohan
2024 J jnl
A Novel Deep Learning Approach for Myocardial Infarction Detection and Multi-Label Classification.
IEEE Access
Sidra Abbas, Stephen Ojo, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Lucia Vilcekova
2024 J jnl
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification.
IEEE Trans. Consumer Electron.
Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor
2024 J jnl
Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors.
IEEE Access
Sidra Abbas, Shtwai Alsubai, Muhammad Ibrar-ul-Haque, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko
2024 J jnl
Active-Darknet: An Iterative Learning Approach for Darknet Traffic Detection and Categorization.
IEEE Access
Sidra Abbas, Imen Bouazzi, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Ahmad S. Almadhor, Abdullah Al Hejaili, Natalia Kryvinska
2024 J jnl
Adaptive Framing and Virtual Channel Scheduling Algorithm Based on Advanced Orbiting System for Consumer Sustainability in Industry 5.0.
IEEE Trans. Consumer Electron.
Yuxia Bie, Zhongyuan Zhang, Gautam Srivastava, Zhi Hu, Asif Ali Laghari, Gabriel Avelino R. Sampedro, Sidra Abbas
2024 J jnl
Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition.
IEEE Access
Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Ahmad S. Almadhor, Abdullah Al Hejaili, Lubomira Strazovska
2024 J jnl
An efficient deep recurrent neural network for detection of cyberattacks in realistic IoT environment.
J. Supercomput.
Sidra Abbas, Shtwai Alsubai, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Imen Bouazzi
2024 J jnl
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System.
IEEE Trans. Consumer Electron.
Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu
2024 J jnl
Autism spectrum disorder detection in toddlers and adults using deep learning.
Int. J. Appl. Math. Comput. Sci.
Sidra Abbas, Stephen Ojo, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Lucia Vilcekova
2024 J jnl
Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning.
IEEE Access
Sidra Abbas, Gabriel Avelino R. Sampedro, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Rastislav Kulhanek
2024 J jnl
Efficient geospatial mapping of buildings, woodlands, water and roads from aerial imagery using deep learning.
PeerJ Comput. Sci.
Sidra Abbas, Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Abdullah Alqahtani, Lubomira Strazovska, Monji Mohamed Zaidi
2024 J jnl
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks.
PeerJ Comput. Sci.
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus
2024 J jnl
Exploiting smartphone defence: a novel adversarial malware dataset and approach for adversarial malware detection.
Peer Peer Netw. Appl.
Tae Hoon Kim, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Gabriel Avelino R. Sampedro, Sidra Abbas
2024 J jnl
Improving Smart Grids Security: An Active Learning Approach for Smart Grid-Based Energy Theft Detection.
IEEE Access
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Zuzana Stolicna
2024 J jnl
Incomplete Multiview Clustering via Semidiscrete Optimal Transport for Multimedia Data Mining in IoT.
ACM Trans. Multim. Comput. Commun. Appl.
Jing Gao, Peng Li, Asif Ali Laghari, Gautam Srivastava, Thippa Reddy Gadekallu, Sidra Abbas, Jianing Zhang
2024 J jnl
Multi-Class Adaptive Active Learning for Predicting Student Anxiety.
IEEE Access
Ahmad S. Almadhor, Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Abdullah Al Hejaili, Lubomira Strazovska
2024 J jnl
PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation.
PeerJ Comput. Sci.
Sidra Abbas, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Mideth B. Abisado, Mehrez Marzougui, Tai-Hoon Kim, Areej Alasiry
2024 J jnl
Privacy Preserved and Decentralized Smartphone Recommendation System.
IEEE Trans. Consumer Electron.
Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong
2024 J jnl
Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning.
PeerJ Comput. Sci.
Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim
2024 J jnl
Securing Data From Side-Channel Attacks: A Graph Neural Network-Based Approach for Smartphone-Based Side Channel Attack Detection.
IEEE Access
Sidra Abbas, Stephen Ojo, Imen Bouazzi, Gabriel Avelino R. Sampedro, Abdullah Al Hejaili, Ahmad S. Almadhor, Rastislav Kulhanek
2024 J jnl
Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning.
IEEE Access
Monji Mohamed Zaidi, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai, Abdullah Al Hejaili, Michal Gregus, Sidra Abbas
2023 J jnl
A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators.
IEEE Access
Sidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Mohamed Zaidi
2023 J jnl
A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures.
IEEE Access
Sidra Abbas, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tariq Shahzad, Khmaies Ouahada
2023 J jnl
Active Learning for News Article's Authorship Identification.
IEEE Access
Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Mohamed Zaidi
2023 J jnl
An Ensemble Machine Learning Technique for Stroke Prognosis.
Comput. Syst. Sci. Eng.
Mesfer Al Duhayyim, Sidra Abbas, Abdullah Al Hejaili, Natalia Kryvinska, Ahmad S. Almadhor, Uzma Ghulam Mohammad
2023 J jnl
Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity.
Sensors
Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas
2023 J jnl
Ensemble Learning for Fetal Health Classification.
Comput. Syst. Sci. Eng.
Mesfer Al Duhayyim, Sidra Abbas, Abdullah Al Hejaili, Natalia Kryvinska, Ahmad S. Almadhor, Huma Mughal
2023 J jnl
Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone Rating.
IEEE Access
Stephen Ojo, Sidra Abbas, Mehrez Marzougui, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko
2023 J jnl
Privacy-preserving federated learning cyber-threat detection for intelligent transport systems with blockchain-based security.
Expert Syst. J. Knowl. Eng.
Tarek Moulahi, Rateb Jabbar, Abdulatif Alabdulatif, Sidra Abbas, Salim El Khediri, Salah Zidi, Muhammad Rizwan
2023 J jnl
Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning.
Sensors
Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas, Ye Jin Kim, Muhammad Attique Khan, Jamel Baili, Jaehyuk Cha
2022 J jnl
An efficient approach for textual data classification using deep learning.
Frontiers Comput. Neurosci.
Abdullah Alqahtani, Habib Ullah Khan, Shtwai Alsubai, Mohemmed Sha, Ahmad S. Almadhor, Tayyab Iqbal, Sidra Abbas
2022 J jnl
Ensemble Adaboost classifier for accurate and fast detection of botnet attacks in connected vehicles.
Trans. Emerg. Telecommun. Technol.
Abdul Rehman Javed, Zunera Jalil, Syed Atif Moqurrab, Sidra Abbas, Xuan Liu
2022 J jnl
Ensemble deep learning for brain tumor detection.
Frontiers Comput. Neurosci.
Shtwai Alsubai, Habib Ullah Khan, Abdullah Alqahtani, Mohemmed Sha, Sidra Abbas, Uzma Ghulam Mohammad
2021 J jnl
DARE-SEP: A Hybrid Approach of Distance Aware Residual Energy-Efficient SEP for WSN.
IEEE Trans. Green Commun. Netw.
Afia Naeem, Abdul Rehman Javed, Muhammad Rizwan, Sidra Abbas, Jerry Chun-Wei Lin, Thippa Reddy Gadekallu