Article

Adler, Werner and Gefeller, Olaf and Gul, Asma and Horn, Folbert 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

Khan, Zardad and Gul, Asma and Perperoglou, Aris and Miftahuddin, Miftahuddin and Mahmoud, Osama and Adler, Werner and Lausen, Berthold (2016) 'An Ensemble of Optimal Trees for Classification and Regression (OTE).' Pattern Recognition. ISSN 0031-3203 (Submitted)

Gul, Asma and Perperoglou, Aris and Khan, Zardad and Mahmoud, Osama and Miftahuddin, Miftahuddin and Adler, Werner and Lausen, Berthold (2016) 'Ensemble of a subset of kNN classifiers.' Advances in Data Analysis and Classification. ISSN 1862-5347

Horn, Folkert K and Lämmer, Robert and Mardin, Christian Y and Jünemann, Anselm G and Michelson, Georg and Lausen, Berthold and Adler, Werner (2012) 'Combined Evaluation of Frequency Doubling Technology Perimetry and Scanning Laser Ophthalmoscopy for Glaucoma Detection Using Automated Classificatio.' Journal of Glaucoma, 21 (1). pp. 27-34. ISSN 1057-0829

Adler, Werner and Potapov, Sergej and Lausen, Berthold (2011) 'Classification of repeated measurements data using tree-based ensemble methods.' Computational Statistics, 26 (2). pp. 355-369. ISSN 0943-4062

Adler, Werner and Brenning, Alexander and Potapov, Sergej and Schmid, Matthias and Lausen, Berthold (2011) 'Ensemble classification of paired data.' Computational Statistics & Data Analysis, 55 (5). pp. 1933-1941. ISSN 01679473

Adler, Werner and Wärntges, Simone and Lausen, Berthold and Michelson, G (2010) 'Telemedizinische Erfassung der Prävalenz der glaukomatösen Optikusatrophie in einer arbeitenden Bevölkerungsgruppe [Prevalence of Glaucomatous Optic Nerve Atrophy among a Working Population in Germany Diagnosed by a Telemedical Approach].' Klinische Monatsblätter für Augenheilkunde, 227 (11). pp. 905-911. ISSN 0023-2165

Adler, Werner and Lausen, Berthold (2009) 'Bootstrap estimated true and false positive rates and ROC curve.' Computational Statistics & Data Analysis, 53 (3). pp. 718-729. ISSN 01679473

Adler, Werner and Peters, Andrea and Lausen, Berthold (2008) 'Comparison of Classifiers Applied to Confocal Scanning Laser Ophthalmoscopy Data.' Methods of Information in Medicine, 47 (1). pp. 38-46. ISSN 0026-1270

Book Section

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: Wilhelm, Adalbert F X and Kestler, Hans A, (eds.) Analysis of Large and Complex Data. Studies in Classification, Data Analysis, and Knowledge Organization . Springer, pp. 395-409. ISBN 978-3-319-25224-7

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: Wilhelm, Adalbert F X and Kestler, Hans A, (eds.) Analysis of Large and Complex Data. Studies in Classification, Data Analysis, and Knowledge Organization . Springer, pp. 411-421. ISBN 978-3-319-25224-7