עקוב אחר
Jakub Nalepa
כותרת
צוטט על ידי
צוטט על ידי
שנה
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
18162018
Selecting training sets for support vector machines: a review
J Nalepa, M Kawulok
Artificial Intelligence Review 52 (2), 857-900, 2019
3472019
Data augmentation for brain-tumor segmentation: a review
J Nalepa, M Marcinkiewicz, M Kawulok
Frontiers in computational neuroscience 13, 83, 2019
2892019
Particle swarm optimization for hyper-parameter selection in deep neural networks
PR Lorenzo, J Nalepa, M Kawulok, LS Ramos, JR Pastor
Proceedings of the genetic and evolutionary computation conference, 481-488, 2017
2862017
Spatial-based skin detection using discriminative skin-presence features
M Kawulok, J Kawulok, J Nalepa
Pattern Recognition Letters 41, 3-13, 2014
1342014
Training-and test-time data augmentation for hyperspectral image segmentation
J Nalepa, M Myller, M Kawulok
IEEE Geoscience and Remote Sensing Letters 17 (2), 292-296, 2019
119*2019
Adaptive memetic algorithm for minimizing distance in the vehicle routing problem with time windows
J Nalepa, M Blocho
Soft Computing 20, 2309-2327, 2016
1122016
Deep learning for multiple-image super-resolution
M Kawulok, P Benecki, S Piechaczek, K Hrynczenko, D Kostrzewa, ...
IEEE Geoscience and Remote Sensing Letters 17 (6), 1062-1066, 2019
972019
Self-adaptive algorithm for segmenting skin regions
M Kawulok, J Kawulok, J Nalepa, B Smolka
EURASIP Journal on Advances in Signal Processing 2014, 1-22, 2014
962014
Validating hyperspectral image segmentation
J Nalepa, M Myller, M Kawulok
IEEE Geoscience and Remote Sensing Letters 16 (8), 1264-1268, 2019
872019
Hyperspectral band selection using attention-based convolutional neural networks
PR Lorenzo, L Tulczyjew, M Marcinkiewicz, J Nalepa
IEEE Access 8, 42384-42403, 2020
85*2020
Hyper-parameter selection in deep neural networks using parallel particle swarm optimization
PR Lorenzo, J Nalepa, LS Ramos, JR Pastor
Proceedings of the genetic and evolutionary computation conference companion …, 2017
852017
Unsupervised segmentation of hyperspectral images using 3-D convolutional autoencoders
J Nalepa, M Myller, Y Imai, K Honda, T Takeda, M Antoniak
IEEE Geoscience and Remote Sensing Letters 17 (11), 1948-1952, 2020
702020
Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks
PR Lorenzo, J Nalepa, B Bobek-Billewicz, P Wawrzyniak, G Mrukwa, ...
Computer methods and programs in biomedicine 176, 135-148, 2019
612019
Support vector machines training data selection using a genetic algorithm
M Kawulok, J Nalepa
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2012
592012
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors
J Nalepa, PR Lorenzo, M Marcinkiewicz, B Bobek-Billewicz, ...
Artificial intelligence in medicine 102, 101769, 2020
582020
Memetic evolution of deep neural networks
PR Lorenzo, J Nalepa
Proceedings of the genetic and evolutionary computation conference, 505-512, 2018
582018
Adaptive memetic algorithm enhanced with data geometry analysis to select training data for SVMs
J Nalepa, M Kawulok
Neurocomputing 185, 113-132, 2016
562016
Fast and accurate hand shape classification
J Nalepa, M Kawulok
Beyond Databases, Architectures, and Structures: 10th International …, 2014
542014
A memetic algorithm to select training data for support vector machines
J Nalepa, M Kawulok
Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014
532014
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מאמרים 1–20