Doaa S. Elzanfaly

Helwan University — Egypt

Computer Science · Physical Sciences

10h-index272citations37works2.32yr avg
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Research Topics

Data Mining Algorithms and Applications(6), Sentiment Analysis and Opinion Mining(6), Spam and Phishing Detection(4), Data Quality and Management(4), Advanced Text Analysis Techniques(4)

Publications37 total

Breast Cancer Detection using Thermography and Convolutional Neural Networks (CNNs)
Lecture notes on data engineering and communications technologies·2025· 1 cited
استطلاع حول التنقيب عن العمليات فى التعليم
النشرة المعلوماتية في الحاسبات والمعلومات·2025Open Access
A Framework for Food Availability Forecasting Using Temporal Knowledge Graph
2024· 1 cited
Towards Semantic Layer for Enhancing Blocking Entity Resolution Accuracy in Big Data
2024· 1 cited
Interactive Chatbot for Improving the Text Classification Data Quality
Lecture notes in networks and systems·2024
Arabic Fake News Detection Using Deep Learning
IEEE Access·2024· 11 citedOpen Access
A Comprehensive Review of Breast Cancer Early Detection Using Thermography and Convolutional Neural Networks
2023· 4 cited
The Impact of Trendy Topics on Information Diffusion
2023
A Survey on using Clustering to Enhance Search Engine Performance
International Journal of Computer Applications·2023Open Access
Effect of Missing Data Types and Imputation Methods on Supervised Classifiers: An Evaluation Study
Big Data and Cognitive Computing·2023· 11 citedOpen Access
Modeling the Influence of Fake Accounts on User Behavior and Information Diffusion in Online Social Networks
Informatics·2023· 5 citedOpen Access
Diagnosis Hepatitis B Using Machine and Deep Learning: Survey
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2023
User Stance Detection and Prediction Considering Most Frequent Interactions
Lecture notes in networks and systems·2022
The Effect of Imbalanced Classes on Students' Academic Performance Prediction
International Journal of e-Collaboration·2022· 2 cited
Early Prediction of Employee Turnover Using Machine Learning Algorithms
International journal of electrical and computer engineering systems·2022· 36 citedOpen Access
Tracking The Sensitivity of The Learning Models Toward Exact and Near Duplicates
International Journal of Advanced Computer Science and Applications·2022Open Access
A Machine Learning Ensemble Classifier for Prediction of Brain Strokes
International Journal of Advanced Computer Science and Applications·2022· 26 citedOpen Access
DATA QUALITY DIMENSIONS, METRICS, AND IMPROVEMENT TECHNIQUES
Future Computing and Informatics Journal·2021· 12 citedOpen Access
Efficient Production Monitoring on the Basis of Domain Ontologies by Utilizing IoT
Annals of Computer Science and Information Systems·2019· 2 citedOpen Access
Ontology-based clinical information extraction from physician’s free-text notes
Journal of Biomedical Informatics·2019· 44 cited
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Frequent Co-authors

Ahmed Sharaf Eldin(8), Yehia Helmy(4), Nermin Abdelhakim Othman(4), Menna Ibrahim Gabr(3), Laila Abdelhamid(2), Dahab Galal(2), Nada Hassan(2), Maha Riad(2), Amal Elgammal(2), Marwa Salah Farhan(2), Heba M. Wagih(2), Mohamed Kouta(2), Nesma Mahmoud Taher(2), Shaimaa Salama(2), Sara G. Fahmy(2), Khaled M. Abdelgaber(2), Basant Ali Sayed(2), Amr S. Ghoneim(2), Rana Khalil(2), Engy Yehia(1)