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Posts by Collection
portfolio
Portfolio item number 2
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publications
Incorporating Random Forest Trees with Particle Swarm Optimization for Automatic Image Annotation
Published in Federated Conference on Computer Science and Information Systems, 2012
Techniques used: Visual Features Extraction, Clustering, Image Segmentation, Particle Swarm Optimization and Random Forest Models.
Recommended citation: Mohamed Sami, Nashwa El-Bendary, Aboul Ella Hassanien and Robert C Berwick (2012). " Incorporating Random Forest Trees with Particle Swarm Optimization for Automatic Image Annotation. " Federated Conference on Computer Science and Information Systems.
Automatic Image Annotation Approach Based on Optimization of Classes Scores
Published in Computing, 2013
Techniques used: Visual Features Extraction, Image Segmentation, Particle Swarm Optimization and Random Forest Models.
Recommended citation: Nashwa El-Bendary, Tai-hoon Kim, Aboul Ella Hassanien and Mohamed Sami. (2013). " Automatic Image Annotation Approach Based on Optimization of Classes Scores." Computing.
Studying the Needed Effort for Identifying Duplicate Issues
Published in Empirical Software Engineering, 2015
Techniques used: Textual Similarity, Random Forest Models, Scott-Knott, Statistical Analysis and Quantile Regression.
Recommended citation: Mohamed Sami Rakha, Weiyi Shang, and Ahmed E.Hassan. (2015). "Studying the Needed Effort for Identifying Duplicate Issues " Empirical Software Engineering.
Revisiting the Performance Evaluation of Automated Approaches for the Retrieval of Duplicate Issue Reports
Published in IEEE Transactions of Software Engineering, 2017
Techniques used: Information Retrieval, Genetic Algorithms, Statistical Analysis and Analysis Visualization.
Recommended citation: Mohamed Sami Rakha, Cor-Paul Bezemer, and Ahmed E.Hassan. (2017). " Revisiting the Performance Evaluation of Automated Approaches for the Retrieval of Duplicate Issue Reports ." IEEE Transactions of Software Engineering.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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