Shaymaa E. Sorour

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Variational Inference

Top Venues

J. King Saud Univ. Comput. Inf. Sci.

J. Inf. Process.

Publications

Shaymaa E. Sorour, Abeer A. Wafa, Amr A. Abohany, Reda M. Hussien
A Deep Learning System for Detecting Cardiomegaly Disease Based on CXR Image. Int. J. Intell. Syst. 2024 (2024)
Shaymaa E. Sorour, Amr A. Abd El-Mageed, Khalied M. AlBarrak, Abdulrahman Khalid Alnaim, Abeer A. Wafa, Engy A. El-Shafeiy
Classification of Alzheimer's disease using MRI data based on Deep Learning Techniques. J. King Saud Univ. Comput. Inf. Sci. 36 (2) (2024)
Shaymaa E. Sorour, Amr Abo Hany, Mohamed S. Elredeny, Ahmed Sedik, Reda M. Hussien
An Automatic Dermatology Detection System Based on Deep Learning and Computer Vision. IEEE Access 11 (2023)
Hanan E. Abdelkader, Ahmed G. Gad, Amr A. Abohany, Shaymaa E. Sorour
An Efficient Data Mining Technique for Assessing Satisfaction Level of Online Learning for Higher Education Students During the COVID-19. IEEE Access 10 (2022)
Shaymaa E. Sorour, Hanan E. Abdelkader, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany
An analytical code quality methodology using Latent Dirichlet Allocation and Convolutional Neural Networks. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part B) (2022)
Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
Comment Data Mining to Estimate Student Performance Considering Consecutive Lessons. J. Educ. Technol. Soc. 20 (1) (2017)
Shaymaa E. Sorour, Shaymaa Abd El Rahman, Tsunenori Mine
Teacher interventions to enhance the quality of student comments and their effect on prediction performance. FIE (2016)
Shaymaa E. Sorour, Shaimaa Abd El Rahman, Samir A. Kahouf, Tsunenori Mine
Understandable Prediction Models of Student Performance Using an Attribute Dictionary. ICWL (2016)
Shaymaa E. Sorour, Tsunenori Mine
Building an Interpretable Model of Predicting Student Performance Using Comment Data Mining. IIAI-AAI (2016)
Shaymaa E. Sorour, Tsunenori Mine
Exploring students' learning attributes in consecutive lessons to improve prediction performance. ACSW (2016)
Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
Evaluation of Effectiveness of Time-Series Comments by Using Machine Learning Techniques. J. Inf. Process. 23 (6) (2015)
Jingyi Luo, Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda
Predicting Student Grade based on Free-style Comments using Word2Vec and ANN by Considering Prediction Results Obtained in Consecutive Lessons. EDM (2015)
Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
A Predictive Model to Evaluate Student Performance. J. Inf. Process. 23 (2) (2015)
Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
Correlation of Topic Model and Student Grades Using Comment Data Mining. SIGCSE (2015)
Shaymaa E. Sorour, Jingyi Luo, Kazumasa Goda, Tsunenori Mine
Correlation of Grade Prediction Performance with Characteristics of Lesson Subject. ICALT (2015)
Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
Student Performance Estimation Based on Topic Models Considering a Range of Lessons. AIED (2015)
Shaymaa E. Sorour, Kazumasa Goda, Tsunenori Mine
Estimation of Student Performance by Considering Consecutive Lessons. IIAI-AAI (2015)
Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
Prediction of Students' Grades Based on Free-Style Comments Data. ICWL (2014)
Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
Efficiency of LSA and K-means in Predicting Students' Academic Performance Based on Their Comments Data. CSEDU (1) (2014)
Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
Comments Data Mining for Evaluating Student's Performance. IIAI-AAI (2014)
Shaymaa E. Sorour, Tsunenori Mine, Kazumasa Goda, Sachio Hirokawa
Predicting students' grades based on free style comments data by artificial neural network. FIE (2014)