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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
ggplot2 for many boxplots in one figure example
Published:
To plot a ggplot2 Boxplot you can take a look at the following snippet.
Cost Sensitive Classifier Random Forest Java in weka
Published:
Cost Sensitive Classifier Random Forest Java in weka. The code also does a re-sampling to the training data in the cross validation.
Get Difference in days between two dates as a number
Published:
The following R script subtracts two dates and get the difference in days. The dates are in the String format. Thus, the R script has to use date format to convert the strings into dates.
Spearman correlation in R with pie charts
Published:
This example shows how to use Spearman correlation in R with pie charts.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
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
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.