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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
3942020
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
2152017
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
2122020
Fast image classification by boosting fuzzy classifiers
M Korytkowski, L Rutkowski, R Scherer
Information Sciences 327, 175-182, 2016
1682016
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
1292020
Artificial Intelligence and Soft Computing: 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I
L Rutkowski, M Korytkowski, R Scherer, R Tadeusiewicz, LA Zadeh, ...
Springer, 2013
80*2013
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
642008
Multiple fuzzy classification systems
R Scherer
Springer, 2012
622012
On combining backpropagation with boosting
M Korytkowski, L Rutkowski, R Scherer
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
612006
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
602019
Short-term load forecasting based on adabelief optimized temporal convolutional network and gated recurrent unit hybrid neural network
H Shi, L Wang, R Scherer, M Woźniak, P Zhang, W Wei
IEEE Access 9, 66965-66981, 2021
582021
Prediction of streamflow based on dynamic sliding window LSTM
L Dong, D Fang, X Wang, W Wei, R Damaševičius, R Scherer, M Woźniak
Water 12 (11), 3032, 2020
472020
Abnormal detection of electricity consumption of user based on particle swarm optimization and long short term memory with the attention mechanism
J Bian, L Wang, R Scherer, M Woźniak, P Zhang, W Wei
IEEE Access 9, 47252-47265, 2021
462021
From single image to list of objects based on edge and blob detection
R Grycuk, M Gabryel, M Korytkowski, R Scherer, S Voloshynovskiy
Artificial Intelligence and Soft Computing: 13th International Conference …, 2014
412014
Computer vision methods for fast image classification and retrieval
R Scherer
Springer International Publishing, 2020
402020
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems
M Kordos, M Blachnik, R Scherer
Information Sciences 587, 23-40, 2022
372022
Springer: Cham
L Rutkowski, M Korytkowski, R Scherer, R Tadeusiewicz, L Zadeh, ...
Switzerland, 2019
372019
Boosting ensemble of relational neuro-fuzzy systems
R Scherer
International Conference on Artificial Intelligence and Soft Computing, 306-313, 2006
372006
Designing boosting ensemble of relational fuzzy systems
R Scherer
International Journal of Neural Systems 20 (05), 381-388, 2010
322010
Content-based image indexing by data clustering and inverse document frequency
R Grycuk, M Gabryel, M Korytkowski, R Scherer
Beyond Databases, Architectures, and Structures: 10th International …, 2014
312014
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