Article

Khan, Zardad and Gul, Naz and Faiz, Nosheen and Asma, Gul and Adler, Werner and Lausen, Berthold (2021) 'Optimal trees selection for classification via out-of-bag assessment and sub-bagging.' IEEE Access, 9. pp. 28591-28607. ISSN 2169-3536

Khan, Zardad and Gul, Asma and Perperoglou, Aris and Miftahuddin, Miftahuddin and Mahmoud, Osama and Adler, Werner and Lausen, Berthold (2020) 'Ensemble of Optimal Trees, Random Forest and Random Projection Ensemble Classification.' Advances in Data Analysis and Classification, 14 (1). pp. 97-116. ISSN 1862-5347

Gul, Asma and Perperoglou, Aris and Khan, Zardad and Mahmoud, Osama and Miftahuddin, Miftahuddin and Adler, Werner and Lausen, Berthold (2018) 'Ensemble of a subset of kNN classifiers.' Advances in Data Analysis and Classification, 12 (4). pp. 827-840. ISSN 1862-5347

Adler, Werner and Gefeller, Olaf and Gul, Asma and Horn, Folkert K and Khan, Zardad and Lausen, Berthold (2016) 'Ensemble Pruning for Glaucoma Detection in an Unbalanced Data Set.' Methods of Information in Medicine, 55 (6). pp. 557-563. ISSN 0026-1270

Conference or Workshop Item

Khan, Zardad and Gul, Asma and Mahmoud, Osama and Miftahuddin, Miftahuddin and Perperoglou, Aris and Adler, Werner and Lausen, Berthold (2016) An Ensemble of Optimal Trees for Class Membership Probability Estimation. In: UNSPECIFIED, ? - ?.

Gul, Asma and Khan, Zardad and Perperoglou, Aris and Mahmoud, Osama and Miftahuddin, Miftahuddin and Adler, Werner and Lausen, Berthold (2016) Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. In: UNSPECIFIED, ? - ?.