57 citations · 121 across the 12 of their papers we have counts for
12 papers
Identifying Difficult exercises in an eTextbook Using Item Response Theory and Logged Data Analysis
Ahmed Abd Elrahman, Ahmed I. Taloba, Mohammed F. Farghally +1
The growing dependence on eTextbooks and Massive Open Online Courses (MOOCs) has led to an increase in the amount of students' learning data. By carefully analyzing this data, educ…
Gesture based Arabic Sign Language Recognition for Impaired People based on Convolution Neural Network
Rady El Rwelli, Osama R. Shahin, Ahmed I. Taloba
The Arabic Sign Language has endorsed outstanding research achievements for identifying gestures and hand signs using the deep learning methodology. The term "forms of communicatio…
Human Face Recognition from Part of a Facial Image based on Image Stitching
Osama R. Shahin, Rami Ayedi, Alanazi Rayan +2
Most of the current techniques for face recognition require the presence of a full face of the person to be recognized, and this situation is difficult to achieve in practice, the…
A Predictive Model for Student Performance in Classrooms Using Student Interactions With an eTextbook
Ahmed Abd Elrahman, Taysir Hassan A Soliman, Ahmed I. Taloba +1
With the rise of online eTextbooks and Massive Open Online Courses (MOOCs), a huge amount of data has been collected related to students' learning. With the careful analysis of thi…
Real Time Monitoring and Control of Neonatal Incubator using IOT
Rasha M. Abd El-Aziz, Ahmed I. Taloba
The care of new born babies are the most important and sensitive part of bio-medical domain. Some new born babies have a higher risk of mortality due to their gestational age or th…
Maneuvering Digital Watermarking In Face Recognition
Osama R. Shahin, Zeinab M. Abdel Azim, Ahmed I Taloba
The challenges faced in the digital world are many, which could be resolved with some biometric recognition methods. These biometric recognition methods are encompassed within wate…
Arabic aspect sentiment polarity classification using BERT
Mohammed M. Abdelgwad, Taysir Hassan A Soliman, Ahmed I. Taloba
Aspect-based sentiment analysis(ABSA) is a textual analysis methodology that defines the polarity of opinions on certain aspects related to specific targets. The majority of resear…
Arabic aspect based sentiment analysis using bidirectional GRU based models
Mohammed M. Abdelgwad, Taysir Hassan A Soliman, Ahmed I. Taloba +1
Aspect-based Sentiment analysis (ABSA) accomplishes a fine-grained analysis that defines the aspects of a given document or sentence and the sentiments conveyed regarding each aspe…
A Comparative Study on using Principle Component Analysis with Different Text Classifiers
Ahmed I. Taloba, D. A. Eisa, Safaa S. I. Ismail
Text categorization (TC) is the task of automatically organizing a set of documents into a set of pre-defined categories. Over the last few years, increased attention has been paid…
Differential Search Algorithm-based Parametric Optimization of Fuzzy Generalized Eigenvalue Proximal Support Vector Machine
M. H. Marghny, Rasha M. Abd ElAziz, Ahmed I. Taloba
Support Vector Machine (SVM) is an effective model for many classification problems. However, SVM needs the solution of a quadratic program which require specialized code. In addit…
An Effective Evolutionary Clustering Algorithm: Hepatitis C Case Study
M. H. Marghny, Rasha M. Abd El-Aziz, Ahmed I. Taloba
Clustering analysis plays an important role in scientific research and commercial application. K-means algorithm is a widely used partition method in clustering. However, it is kno…
Outlier Detection using Improved Genetic K-means
M. H. Marghny, Ahmed I. Taloba
The outlier detection problem in some cases is similar to the classification problem. For example, the main concern of clustering-based outlier detection algorithms is to find clus…