Search Results for author: Eyad Elyan

Found 4 papers, 0 papers with code

Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies

no code implementations7 Aug 2023 Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md Mostafa Kamal Sarker

The objective of the framework is to au-tomatically identify, and crop heat loss sources caused by weak insulation, while also eliminating obstructive objects present in those images.

Region Proposal Transfer Learning

On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications

no code implementations17 Mar 2015 Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan

Random Forest (RF) is an ensemble supervised machine learning technique that was developed by Breiman over a decade ago.

Clustering Ensemble Pruning

An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests

no code implementations17 Mar 2015 Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan

Many researchers, however, believe that there is still room for enhancing and improving its performance in terms of predictive accuracy.

Ensemble Pruning Outlier Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.