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Esra’a Alshdaifat

Observed names: Alshdaifat, Esra'a, Esra'a AL-Shdaifat, Esra'a Alshdaifat, Esra\\'a Ahmad Helael Alshdaifat, Esraa Alshdaifat
ORCID: 0000-0002-0551-0849
Observed ORCID: 0000-0002-0551-0849
OpenAlex ID: A5049269609
The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms’ Performance
2021 · Esra’a Alshdaifat, Doa’a Alshdaifat, et al. · Data · 150
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Machine Learning-driven optimization for SVM-based intrusion detection system in vehicular ad hoc networks
2021 · Ayoub Alsarhan, Mohammad Alauthman, et al. · Journal of Ambient Intelligence and Humanized Computing · 129
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers
2020 · Esra’a Alshdaifat, Malak Al-hassan, et al. · ICT Express · 32
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Advances in Contextual Action Recognition: Automatic Cheating Detection Using Machine Learning Techniques
2022 · Fairouz Hussein, Ayat Al-Ahmad, et al. · Data · 28
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An Improved Fusion-Based Semantic Similarity Measure for Effective Collaborative Filtering Recommendations
2024 · Malak Al-Hassan, Bilal Abu-Salih, et al. · International Journal of Computational Intelligence Systems · 23
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A Novel Scheme for Malicious Nodes Detection in Cloud Markets Based on Fuzzy Logic Technique
2022 · Ayoub Alsarhan, Abdel-Rahman Al-Ghuwairi, et al. · International Journal of Interactive Mobile Technologies (iJIM) · 14
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A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification
2017 · Esra'a Alshdaifat, Frans Coenen, et al. · International Journal of Data Warehousing and Mining · 8
The Impact of Data Normalization on Predicting Student Performance: A Case Study from Hashemite University
2020 · Esra'a Alshdaifat · International Journal of Advanced Trends in Computer Science and Engineering · 5
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Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification
2013 · Esra’a Alshdaifat, Frans Coenen, et al. · Lecture notes in computer science · 5
Optimized Hybrid Ensemble Intrusion Detection for VANET-Based Autonomous Vehicle Security
2025 · Ahmad Aloqaily, Emad E. Abdallah, et al. · Network · 4
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Hierarchical Single Label Classification: An Alternative Approach
2013 · Esra’a Alshdaifat, Frans Coenen, et al. · Springer eBooks · 3
A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification
2015 · Esra’a Alshdaifat, Frans Coenen, et al. · Springer eBooks · 2
A Multi-path Strategy for Hierarchical Ensemble Classification
2014 · Esra’a Alshdaifat, Frans Coenen, et al. · Lecture notes in computer science · 2
The effect of pruning on the efficiency and effectiveness of hybrid imbalanced multiclass classification models
2025 · Esra’a Alshdaifat, Ala’a Al-Shdaifat, et al. · Array · 1
A hybrid model for handling the imbalanced multiclass classification problem
2025 · Esra'a Alshdaifat, Fairouz Hussein, et al. · IAES International Journal of Artificial Intelligence · 1
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Machine Learning Algorithms for Attitude Prediction From Arabic Text: Detecting Student Attitude Towards Online Learning
2024 · Esra'a Alshdaifat, Ala'a Al-shdaifat, et al. · International Journal of Interactive Mobile Technologies (iJIM) · 1
Multithreaded Sliding Window Approach to Improve Exact Pattern Matching Algorithms
2017 · Ala’a Al-shdaifat, Basam Hammo, et al. · International Journal of Advanced Computer Science and Applications · 1
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Hierarchical ensemble classification: towards the classification of data collections that feature large numbers of class labels
2015 · Alshdaifat, Esra'a · University of Liverpool · 1
A Grammar-Aware Multimodal Transformer for Structured ASL-to-English Translation
2026 · Enshirah Altarawneh, Jawdat S. Alkasassbeh, et al. · Engineering Technology & Applied Science Research
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From Machine Learning to Heterogeneous Models: A Comprehensive Study on Fine-Grained Emotion Detection in Arabic Text
2026 · Esra'a Alshdaifat, Enshirah Altarawneh, et al. · Engineering Technology & Applied Science Research
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Adversarial Robustness of CNN, Transformer, and Hybrid Architectures in Medical Imaging AI
2026 · Enshirah Altarawneh, Esraa Alshdaifat · Lecture notes in electrical engineering
Pre-Trained Transformer-Based Language Model Versus Machine Learning Models for Arabic Fake News Detection
2025 · Esra'a Alshdaifat, Abdelmahdi Hraiz, et al. · International Arab Conference on Information Technology (ACIT)
Single and Ensemble Classification for Predicting User’s Restaurant Preference
2020 · Esra’a Alshdaifat, Ala’a Al-shdaifat · International Journal of Advanced Computer Science and Applications
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Predicting Student Performance: A Classification Model Using Machine Learning Algorithms
2019 · Aisha Deeb Basheer Zaid, Ala\\'a Ahmad Helael Alshdaifat, et al. · International Journal of Business Information Systems
Enhancing retrieval and novelty detection for arabic text using sentence level information pattern
2012 · Esra'a AL-Shdaifat, Mohammed N. Al-Kabi, et al. · International Conference on Computer, Information and Telecommunication Systems
Works count: 25
Citation count: 410
H-index: 7
I10-index: 6
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