Esra'a Alshdaifat

According to our database, Esra'a Alshdaifat authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., December, 2024

2023

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

J. Ambient Intell. Humaniz. Comput., 2023

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., February, 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

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

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

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

2017

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

2015

Hierarchical ensemble classification : towards the classification of data collections that feature large numbers of class labels.

Esra'a Alshdaifat

PhD thesis, 2015

A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification.

Esra'a Alshdaifat, Frans Coenen, Keith Dures

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

2014

A Multi-path Strategy for Hierarchical Ensemble Classification.

Esra'a Alshdaifat, Frans Coenen, Keith Dures

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013

Hierarchical Single Label Classification: An Alternative Approach.

Esra'a Alshdaifat, Frans Coenen, Keith Dures

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification.

Esra'a Alshdaifat, Frans Coenen, Keith Dures

Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013