Esra'a Alshdaifat

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Venues

Data

Int. J. Comput. Intell. Syst.

Int. J. Data Warehous. Min.

J. Ambient Intell. Humaniz. Comput.

University of Liverpool, UK (PHD)

Education History

University of Liverpool, UK

PHD

Publications

Malak Al-Hassan, Bilal Abu-Salih, Esra'a Alshdaifat, Ahmad A. Al-Oqaily, Ali Rodan
An Improved Fusion-Based Semantic Similarity Measure for Effective Collaborative Filtering Recommendations. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Ayoub Alsarhan, Mohammad Alauthman, Esra'a Alshdaifat, Abdel-Rahman Al-Ghuwairi, Ahmed Al-Dubai
Machine Learning-driven optimization for SVM-based intrusion detection system in vehicular ad hoc networks. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Fairouz Hussein, Ayat Al-Ahmad, Subhieh El-Salhi, Esra'a Alshdaifat, Mo'taz Al-Hami
Advances in Contextual Action Recognition: Automatic Cheating Detection Using Machine Learning Techniques. Data 7 (9) (2022)
Ayoub Alsarhan, Abdel-Rahman Al-Ghuwairi, Esra'a Alshdaifat, Hasan Idhaim, Omar Alkhawaldeh
A Novel Scheme for Malicious Nodes Detection in Cloud Markets Based on Fuzzy Logic Technique. Int. J. Interact. Mob. Technol. 16 (3) (2022)
Esra'a Alshdaifat, Aisha Zaid, Ala'a Alshdaifat
Predicting student performance: a classification model using machine learning algorithms. Int. J. Bus. Inf. Syst. 39 (3) (2022)
Esra'a Alshdaifat, Malak Al-hassan, Ahmad A. Al-Oqaily
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers. ICT Express 7 (3) (2021)
Esra'a Alshdaifat, Doa'a Alshdaifat, Ayoub Alsarhan, Fairouz Hussein, Subhieh Moh'd Faraj S. El-Salhi
The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms' Performance. Data 6 (2) (2021)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification. Int. J. Data Warehous. Min. 13 (3) (2017)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification. SGAI Conf. (2015)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
A Multi-path Strategy for Hierarchical Ensemble Classification. MLDM (2014)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
Hierarchical Single Label Classification: An Alternative Approach. SGAI Conf. (2013)
Esra'a Alshdaifat, Frans Coenen, Keith Dures
Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification. ADMA (1) (2013)

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Publication Activity (10 Years)

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Esra'a Alshdaifat