Jakub Nalepa

Jakub Nalepa

Silesian University of Technology in Gliwice - Gliwice / Poland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1829053
Silesian University of Technology
person_outline Jakub Nalepa's MOST POPULAR ARTICLES
1-) Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challengeS Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...arXiv preprint arXiv:1811.02629, 201811352018
2-) Selecting training sets for support vector machines: a reviewJ Nalepa, M KawulokArtificial Intelligence Review 52 (2), 857-900, 20192192019
3-) Data augmentation for brain-tumor segmentation: a reviewJ Nalepa, M Marcinkiewicz, M KawulokFrontiers in computational neuroscience 13, 83, 20192572019
4-) Particle swarm optimization for hyper-parameter selection in deep neural networksPR Lorenzo, J Nalepa, M Kawulok, LS Ramos, JR PastorProceedings of the genetic and evolutionary computation conference, 481-488, 20173162017
5-) Spatial-based skin detection using discriminative skin-presence featuresM Kawulok, J Kawulok, J NalepaPattern Recognition Letters 41, 3-13, 20141382014