Items where Author is "Lausen, Berthold"

Article

Ellenberger, David and Lausen, Berthold and Friede, Tim (2021) Exact change point detection with improved power in small‐sample binomial sequences. Biometrical Journal, o (3). pp. 558-574. DOI https://doi.org/10.1002/bimj.201900273

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. DOI https://doi.org/10.1109/ACCESS.2021.3055992

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. DOI https://doi.org/10.1007/s11634-019-00364-9

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. DOI https://doi.org/10.1007/s11634-015-0227-5

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. DOI https://doi.org/10.3414/ME16-01-0055

Alhaji, Baba B and Dai, Hongsheng and Hayashi, Yoshiko and Vinciotti, Veronica and Harrison, Andrew and Lausen, Berthold (2016) Bayesian analysis for mixtures of discrete distributions with a non-parametric component. Journal of Applied Statistics, 43 (8). pp. 1369-1385. DOI https://doi.org/10.1080/02664763.2015.1100594

Metodieva, Gergana and Adoki, Samson and Lausen, Berthold and Metodiev, Metodi V (2016) Decreased Usage of Specific Scrib Exons Defines a More Malignant Phenotype of Breast Cancer With Worsened Survival. EBioMedicine, 8. pp. 150-158. DOI https://doi.org/10.1016/j.ebiom.2016.05.009

Croner, Roland S and Stürzl, Michael and Rau, Tilman T and Metodieva, Gergana and Geppert, Carol I and Naschberger, Elisabeth and Lausen, Berthold and Metodiev, Metodi V (2014) Quantitative proteome profiling of lymph node-positive<i>vs</i>. -negative colorectal carcinomas pinpoints MX1 as a marker for lymph node metastasis. International Journal of Cancer, 135 (12). pp. 2878-2886. DOI https://doi.org/10.1002/ijc.28929

Mahmoud, Osama and Harrison, Andrew and Perperoglou, Aris and Gul, Asma and Khan, Zardad and Metodiev, Metodi V and Lausen, Berthold (2014) A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinformatics, 15 (1). 274-. DOI https://doi.org/10.1186/1471-2105-15-274

Greenwood, Christina and Metodieva, Gergana and Al-Janabi, Khalid and Lausen, Berthold and Alldridge, Louise and Leng, Lin and Bucala, Richard and Fernandez, Nelson and Metodiev, Metodi V (2012) Stat1 and CD74 overexpression is co-dependent and linked to increased invasion and lymph node metastasis in triple-negative breast cancer. Journal of Proteomics, 75 (10). pp. 3031-3040. DOI https://doi.org/10.1016/j.jprot.2011.11.033

Conference or Workshop Item

Alhaji, Baba B and Dai, Hongsheng and Hayashi, Yoshiko and Vinciotti, Veronica and Harrison, Andrew and Lausen, Berthold (2016) Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. In: UNSPECIFIED, ? - ?.

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, ? - ?.

Mahmoud, Osama and Harrison, Andrew and Gul, Asma and Khan, Zardad and Metodiev, Metodi V and Lausen, Berthold (2016) Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. In: UNSPECIFIED, ? - ?.

Thesis

Lausen, Berthold (1990) Maximal selektierte Rangstatistiken. Doctoral thesis, Universität Dortmund.