Esra'a Alshdaifat

16 papers Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimized Hybrid Ensemble Intrusion Detection for VANET-Based Autonomous Vehicle Security.
Network
Ahmad A. Al-Oqaily, Emad E. Abdallah, Aladdin Baarah, Mohammad Alnabhan, Esra'a Alshdaifat, Hind Milhem
2025 J jnl
The effect of pruning on the efficiency and effectiveness of hybrid imbalanced multiclass classification models.
Array
Esra'a Alshdaifat, Ala'a Alshdaifat, Fairouz Hussein
2024 J jnl
An Improved Fusion-Based Semantic Similarity Measure for Effective Collaborative Filtering Recommendations.
Int. J. Comput. Intell. Syst.
Malak Al-Hassan, Bilal Abu-Salih, Esra'a Alshdaifat, Ahmad A. Al-Oqaily, Ali Rodan
2024 J jnl
Machine Learning Algorithms for Attitude Prediction From Arabic Text: Detecting Student Attitude Towards Online Learning.
Int. J. Interact. Mob. Technol.
Esra'a Alshdaifat, Ala'a Alshdaifat, Ayoub Alsarhan
2023 J jnl
Machine Learning-driven optimization for SVM-based intrusion detection system in vehicular ad hoc networks.
J. Ambient Intell. Humaniz. Comput.
Ayoub Alsarhan, Mohammad Alauthman, Esra'a Alshdaifat, Abdel-Rahman Al-Ghuwairi, Ahmed Al-Dubai
2022 J jnl
A Novel Scheme for Malicious Nodes Detection in Cloud Markets Based on Fuzzy Logic Technique.
Int. J. Interact. Mob. Technol.
Ayoub Alsarhan, Abdel-Rahman Al-Ghuwairi, Esra'a Alshdaifat, Hasan Idhaim, Omar Alkhawaldeh
2022 J jnl
Advances in Contextual Action Recognition: Automatic Cheating Detection Using Machine Learning Techniques.
Data
Fairouz Hussein, Ayat Al-Ahmad, Subhieh El-Salhi, Esra'a Alshdaifat, Mo'taz Al-Hami
2022 J jnl
Predicting student performance: a classification model using machine learning algorithms.
Int. J. Bus. Inf. Syst.
Esra'a Alshdaifat, Aisha Zaid, Ala'a Alshdaifat
2021 J jnl
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers.
ICT Express
Esra'a Alshdaifat, Malak Al-Hassan, Ahmad A. Al-Oqaily
2021 J jnl
The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms' Performance.
Data
Esra'a Alshdaifat, Doa'a Alshdaifat, Ayoub Alsarhan, Fairouz Hussein, Subhieh Moh'd Faraj S. El-Salhi
2017 J jnl
A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification.
Int. J. Data Warehous. Min.
Esra'a Alshdaifat, Frans Coenen, Keith Dures
2015 — conf
A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification.
SGAI Conf.
Esra'a Alshdaifat, Frans Coenen, Keith Dures
2015 — —
Hierarchical ensemble classification : towards the classification of data collections that feature large numbers of class labels.
Esra'a Alshdaifat
2014 — conf
A Multi-path Strategy for Hierarchical Ensemble Classification.
MLDM
Esra'a Alshdaifat, Frans Coenen, Keith Dures
2013 — conf
Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification.
ADMA (1)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
2013 — conf
Hierarchical Single Label Classification: An Alternative Approach.
SGAI Conf.
Esra'a Alshdaifat, Frans Coenen, Keith Dures