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Rafal Scherer
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Year
Multimodal brain tumor classification using deep learning and robust feature selection: A machine learning application for radiologists
MA Khan, I Ashraf, M Alhaisoni, R Damaševičius, R Scherer, A Rehman, ...
Diagnostics 10 (8), 565, 2020
1682020
Fast image classification by boosting fuzzy classifiers
M Korytkowski, L Rutkowski, R Scherer
Information Sciences 327, 175-182, 2016
1482016
LSTM recurrent neural networks for short text and sentiment classification
J Nowak, A Taspinar, R Scherer
International Conference on Artificial Intelligence and Soft Computing, 553-562, 2017
1212017
Accurate and fast URL phishing detector: a convolutional neural network approach
W Wei, Q Ke, J Nowak, M Korytkowski, R Scherer, M Woźniak
Computer Networks 178, 107275, 2020
1032020
From ensemble of fuzzy classifiers to single fuzzy rule base classifier
M Korytkowski, L Rutkowski, R Scherer
International Conference on Artificial Intelligence and Soft Computing, 265-272, 2008
612008
On combining backpropagation with boosting
M Korytkowski, L Rutkowski, R Scherer
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
612006
Multiple fuzzy classification systems
R Scherer
Springer, 2012
512012
Artifical Intelligence and Soft Computing: 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II
L Rutkowski, R Scherer, R Tadeusiewicz, LA Zadeh, JM Zurada
Springer Berlin Heidelberg, 2010
442010
From single image to list of objects based on edge and blob detection
R Grycuk, M Gabryel, M Korytkowski, R Scherer, S Voloshynovskiy
International Conference on Artificial Intelligence and Soft Computing, 605-615, 2014
392014
Pearson correlation-based feature selection for document classification using balanced training
IM Nasir, MA Khan, M Yasmin, JH Shah, M Gabryel, R Scherer, ...
Sensors 20 (23), 6793, 2020
352020
Boosting ensemble of relational neuro-fuzzy systems
R Scherer
International Conference on Artificial Intelligence and Soft Computing, 306-313, 2006
352006
Content-based image indexing by data clustering and inverse document frequency
R Grycuk, M Gabryel, M Korytkowski, R Scherer
International conference: beyond databases, architectures and structures …, 2014
312014
Neuro-fuzzy relational systems for nonlinear approximation and prediction
R Scherer
Nonlinear Analysis: Theory, Methods & Applications 71 (12), e1420-e1425, 2009
302009
Hemigen: human embryo image generator based on generative adversarial networks
D Dirvanauskas, R Maskeliūnas, V Raudonis, R Damaševičius, R Scherer
Sensors 19 (16), 3578, 2019
282019
Designing boosting ensemble of relational fuzzy systems
R Scherer
International Journal of Neural Systems 20 (05), 381-388, 2010
282010
Computer vision methods for fast image classification and retrieval
R Scherer
Springer International Publishing, 2020
272020
Neuro-fuzzy rough classifier ensemble
M Korytkowski, R Nowicki, R Scherer
International Conference on Artificial Neural Networks, 817-823, 2009
272009
Object detection by simple fuzzy classifiers generated by boosting
M Gabryel, M Korytkowski, R Scherer, L Rutkowski
International Conference on Artificial Intelligence and Soft Computing, 540-547, 2013
262013
AdaBoost ensemble of DCOG rough–neuro–fuzzy systems
M Korytkowski, R Nowicki, L Rutkowski, R Scherer
International Conference on Computational Collective Intelligence, 62-71, 2011
262011
Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database
R Grycuk, M Gabryel, R Scherer, S Voloshynovskiy
International Conference on Artificial Intelligence and Soft Computing, 715-726, 2015
232015
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