Shaymaa E. Sorour

26 papers A 2B 2C 2Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards an automatic assessment of dysarthria-based neurological disorder detection using an ensemble of recurrent neural networks in biomedical data. Biomed. Signal Process. Control. Ala Saleh Alluhaidan, Amani K. Samha, Mohammed Maray, Abdulbasit A. Darem, Mukhtar Ghaleb, Shaymaa E. Sorour, Hamad Almansour
2024	J	`jnl`	A Deep Learning System for Detecting Cardiomegaly Disease Based on CXR Image. Int. J. Intell. Syst. Shaymaa E. Sorour, Abeer A. Wafa, Amr A. Abohany, Reda M. Hussien
2024	J	`jnl`	A big data analysis algorithm for massive sensor medical images. PeerJ Comput. Sci. Sarah A. Alzakari, Nuha Alruwais, Shaymaa E. Sorour, Shouki A. Ebad, Asma Abbas Hassan Elnour, Ahmed Sayed
2024	J	`jnl`	Classification of Alzheimer's disease using MRI data based on Deep Learning Techniques. J. King Saud Univ. Comput. Inf. Sci. Shaymaa E. Sorour, Amr A. Abd El-Mageed, Khalied M. AlBarrak, Abdulrahman Khalid Alnaim, Abeer A. Wafa, Engy A. El-Shafeiy
2024	J	`jnl`	Classification-driven intelligent system for automated evaluation of higher education exam paper quality. Educ. Inf. Technol. Hosnia M. M. Ahmed, Shaymaa E. Sorour
2024	J	`jnl`	Integrating Innovation in Healthcare: The Evolution of "CURA's" AI-Driven Virtual Wards for Enhanced Diabetes and Kidney Disease Monitoring. IEEE Access Mohammed Aljaafari, Shorouk E. El-Deep, Amr A. Abohany, Shaymaa E. Sorour
2024	J	`jnl`	Web-Enhanced Vision Transformers and Deep Learning for Accurate Event-Centric Management Categorization in Education Institutions. Syst. Khalied M. AlBarrak, Shaymaa E. Sorour
2023	J	`jnl`	An Automatic Dermatology Detection System Based on Deep Learning and Computer Vision. IEEE Access Shaymaa E. Sorour, Amr A. Abohany, Mohamed S. Elredeny, Ahmed Sedik, Reda M. Hussien
2022	J	`jnl`	An Efficient Data Mining Technique for Assessing Satisfaction Level With Online Learning for Higher Education Students During the COVID-19. IEEE Access Hanan E. Abdelkader, Ahmed G. Gad, Amr A. Abohany, Shaymaa E. Sorour
2022	J	`jnl`	An analytical code quality methodology using Latent Dirichlet Allocation and Convolutional Neural Networks. J. King Saud Univ. Comput. Inf. Sci. Shaymaa E. Sorour, Hanan E. Abdelkader, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany
2017	J	`jnl`	Comment Data Mining to Estimate Student Performance Considering Consecutive Lessons. J. Educ. Technol. Soc. Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
2016	—	`conf`	Building an Interpretable Model of Predicting Student Performance Using Comment Data Mining. IIAI-AAI Shaymaa E. Sorour, Tsunenori Mine
2016	—	`conf`	Exploring students' learning attributes in consecutive lessons to improve prediction performance. ACSW Shaymaa E. Sorour, Tsunenori Mine
2016	C	`conf`	Teacher interventions to enhance the quality of student comments and their effect on prediction performance. FIE Shaymaa E. Sorour, Shaymaa Abd El Rahman, Tsunenori Mine
2016	—	`conf`	Understandable Prediction Models of Student Performance Using an Attribute Dictionary. ICWL Shaymaa E. Sorour, Shaimaa Abd El Rahman, Samir A. Kahouf, Tsunenori Mine
2015	J	`jnl`	A Predictive Model to Evaluate Student Performance. J. Inf. Process. Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
2015	B	`conf`	Correlation of Grade Prediction Performance with Characteristics of Lesson Subject. ICALT Shaymaa E. Sorour, Jingyi Luo, Kazumasa Goda, Tsunenori Mine
2015	A	`conf`	Correlation of Topic Model and Student Grades Using Comment Data Mining. SIGCSE Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
2015	—	`conf`	Estimation of Student Performance by Considering Consecutive Lessons. IIAI-AAI Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
2015	J	`jnl`	Evaluation of Effectiveness of Time-Series Comments by Using Machine Learning Techniques. J. Inf. Process. Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
2015	B	`conf`	Predicting Student Grade based on Free-style Comments using Word2Vec and ANN by Considering Prediction Results Obtained in Consecutive Lessons. EDM Jingyi Luo, Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda
2015	A	`conf`	Student Performance Estimation Based on Topic Models Considering a Range of Lessons. AIED Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
2014	—	`conf`	Comments Data Mining for Evaluating Student's Performance. IIAI-AAI Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
2014	—	`conf`	Efficiency of LSA and K-means in Predicting Students' Academic Performance Based on Their Comments Data. CSEDU (1) Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
2014	C	`conf`	Predicting students' grades based on free style comments data by artificial neural network. FIE Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
2014	—	`conf`	Prediction of Students' Grades Based on Free-Style Comments Data. ICWL Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa