Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (ADMA (1), 2013)

Hierarchical Single Label Classification: An Alternative Approach. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (SGAI Conf., 2013)

A Multi-path Strategy for Hierarchical Ensemble Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (MLDM, 2014)

A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (SGAI Conf., 2015)

Hierarchical ensemble classification : towards the classification of data collections that feature large numbers of class labels. - Esra'a Alshdaifat (2015)

A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (Int. J. Data Warehous. Min., 2017)

The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms' Performance. - Esra'a Alshdaifat; Doa'a Alshdaifat; Ayoub Alsarhan; Fairouz Hussein; Subhieh Moh'd Faraj S. El-Salhi (Data, 2021)

Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers. - Esra'a Alshdaifat; Malak Al-hassan; Ahmad A. Al-Oqaily (ICT Express, 2021)

Advances in Contextual Action Recognition: Automatic Cheating Detection Using Machine Learning Techniques. - Fairouz Hussein; Ayat Al-Ahmad; Subhieh El-Salhi; Esra'a Alshdaifat; Mo'taz Al-Hami (Data, 2022)

Predicting student performance: a classification model using machine learning algorithms. - Esra'a Alshdaifat; Aisha Zaid; Ala'a Alshdaifat (Int. J. Bus. Inf. Syst., 2022)

A Novel Scheme for Malicious Nodes Detection in Cloud Markets Based on Fuzzy Logic Technique. - Ayoub Alsarhan; Abdel-Rahman Al-Ghuwairi; Esra'a Alshdaifat; Hasan Idhaim; Omar Alkhawaldeh (Int. J. Interact. Mob. Technol., 2022)

Machine Learning-driven optimization for SVM-based intrusion detection system in vehicular ad hoc networks. - Ayoub Alsarhan; Mohammad Alauthman; Esra'a Alshdaifat; Abdel-Rahman Al-Ghuwairi; Ahmed Al-Dubai 001 (J. Ambient Intell. Humaniz. Comput., 2023)

Machine Learning Algorithms for Attitude Prediction From Arabic Text: Detecting Student Attitude Towards Online Learning. - Esra'a Alshdaifat; Ala'a Alshdaifat; Ayoub Alsarhan (Int. J. Interact. Mob. Technol., 2024)

An Improved Fusion-Based Semantic Similarity Measure for Effective Collaborative Filtering Recommendations. - Malak Al-Hassan; Bilal Abu-Salih; Esra'a Alshdaifat; Ahmad A. Al-Oqaily; Ali Rodan (Int. J. Comput. Intell. Syst., 2024)

Optimized Hybrid Ensemble Intrusion Detection for VANET-Based Autonomous Vehicle Security. - Ahmad A. Al-Oqaily; Emad E. Abdallah; Aladdin Baarah; Mohammad Alnabhan; Esra'a Alshdaifat; Hind Milhem (Network, 2025)