Osama Mahmoud

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 2

Top Topics

Class Membership

Functional Genomics

Ensemble Classification

Top Venues

Adv. Data Anal. Classif.

Publications

Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen
Ensemble of optimal trees, random forest and random projection ensemble classification. Adv. Data Anal. Classif. 14 (1) (2020)
Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
Ensemble of a subset of kNN classifiers. Adv. Data Anal. Classif. 12 (4) (2018)
Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. ECDA (2014)
Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen
An Ensemble of Optimal Trees for Class Membership Probability Estimation. ECDA (2014)
Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. ECDA (2014)
Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinform. 15 (2014)