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Jan Platoš
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Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media
K Chakraborty, S Bhatia, S Bhattacharyya, J Platos, R Bag, AE Hassanien
Applied Soft Computing 97, 106754, 2020
3442020
Fuzzy classification by evolutionary algorithms
P Krömer, J Platoš, V Snášel, A Abraham
2011 IEEE International Conference on Systems, Man, and Cybernetics, 313-318, 2011
732011
Lightweight spectral–spatial squeeze-and-excitation residual bag-of-features learning for hyperspectral classification
SK Roy, S Chatterjee, S Bhattacharyya, BB Chaudhuri, J Platoš
IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5277-5290, 2020
712020
A heuristic approach to active demand side management in off-grid systems operated in a smart-grid environment
S Mišák, J Stuchlý, J Platoš, P Krömer
Energy and buildings 96, 272-284, 2015
642015
Border collie optimization
T Dutta, S Bhattacharyya, S Dey, J Platos
IEEE Access 8, 109177-109197, 2020
542020
Many-threaded implementation of differential evolution for the CUDA platform
P Krömer, V Snĺšel, J Platoš, A Abraham
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
532011
Nature-inspired meta-heuristics on modern GPUs: state of the art and brief survey of selected algorithms
P Krömer, J Platoš, V Snášel
International Journal of Parallel Programming 42, 681-709, 2014
482014
Multi-class SVM based classification approach for tomato ripeness
E Elhariri, N El-Bendary, MMM Fouad, J Platoš, AE Hassanien, ...
Innovations in Bio-inspired Computing and Applications: Proceedings of the …, 2014
392014
Social and swarm aspects of co-authorship network
M Kudělka, Z Horák, V Snášel, P Krömer, J Platoš, A Abraham
Logic Journal of the IGPL 20 (3), 634-643, 2012
382012
Compression of small text files
J Platoš, V Snášel, E El-Qawasmeh
Advanced engineering informatics 22 (3), 410-417, 2008
372008
Optimal column subset selection for image classification by genetic algorithms
P Krömer, J Platoš, J Nowaková, V Snášel
Annals of Operations Research 265 (2), 205-222, 2018
362018
Fast decoding algorithms for variable-lengths codes
J Walder, M Krátký, R Bača, J Platoš, V Snášel
Information sciences 183 (1), 66-91, 2012
332012
An analysis of convolutional neural network for fashion images classification (fashion-mnist)
K Meshkini, J Platos, H Ghassemain
Proceedings of the Fourth International Scientific Conference “Intelligent …, 2020
282020
Novel quantum inspired approaches for automatic clustering of gray level images using particle swarm optimization, spider monkey optimization and ageist spider monkey …
A Dey, S Dey, S Bhattacharyya, J Platos, V Snasel
Applied Soft Computing 88, 106040, 2020
262020
A PSO-based document classification algorithm accelerated by the CUDA platform
J Platos, V Snasel, T Jezowicz, P Kromer, A Abraham
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2012
262012
The evolution of fuzzy classifier for data mining with applications
V Snášel, P Krömer, J Platoš, A Abraham
Simulated Evolution and Learning: 8th International Conference, SEAL 2010 …, 2010
262010
Supervised learning of photovoltaic power plant output prediction models
L Prokop, S Misak, V Snaásel, J Platos, P Krömer
Neural Network World 23 (4), 321, 2013
252013
A comparison of many-threaded differential evolution and genetic algorithms on CUDA
P Krömer, J Platoš, V Snášel, A Abraham
2011 Third World Congress on Nature and Biologically Inspired Computing, 509-514, 2011
252011
Non-negative matrix factorization on GPU
J Platoš, P Gajdoš, P Krömer, V Snášel
Networked Digital Technologies: Second International Conference, NDT 2010 …, 2010
252010
Short-term natural gas consumption forecasting from long-term data collection
R Svoboda, V Kotik, J Platos
Energy 218, 119430, 2021
242021
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Articles 1–20