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2020 – today
- 2022
[c21]Dominika Szeliga, Pawel Tarasiuk, Bartlomiej Stasiak, Piotr S. Szczepaniak:
Musical Instrument Recognition with a Convolutional Neural Network and Staged Training. KES 2022: 2493-2502- 2021
- [c20]Slawomir Opalka
, Bartlomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski:
EEG-Based Emotion Recognition - Evaluation Methodology Revisited. ICCS (2) 2021: 525-539 - [c19]Aleksandra Dura, Agnieszka Wosiak, Bartlomiej Stasiak, Adam Wojciechowski, Jan Rogowski:
Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition. ICCS (3) 2021: 528-541
2010 – 2019
- 2019
- [j3]Bartlomiej Stasiak, Marcin Skiba, Adam Niedzielski:
FlatDTW - Dynamic Time Warping optimization for piecewise constant templates. Digit. Signal Process. 85: 86-98 (2019) - [c18]Bartlomiej Stasiak, Slawomir Opalka, Dominik Szajerman, Adam Wojciechowski:
Convolutional Neural Networks in Speech Emotion Recognition - Time-Domain and Spectrogram-Based Approach. ITIB 2019: 167-178 - 2018
- [j2]Slawomir Opalka, Bartlomiej Stasiak, Dominik Szajerman, Adam Wojciechowski:
Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification. Sensors 18(10): 3451 (2018) - [c17]Arkadiusz Tomczyk, Bartlomiej Stasiak, Pawel Tarasiuk, Anna Gorzkiewicz, Anna Walczewska, Piotr S. Szczepaniak:
Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks. BIOIMAGING 2018: 188-196 - [c16]Maria Klara Jedrzejewska, Adrian Zjawinski, Bartlomiej Stasiak:
Generating Musical Expression of MIDI Music with LSTM Neural Network. HSI 2018: 132-138 - [c15]Bartlomiej Stasiak, Slawomir Opalka, Dominik Szajerman, Adam Wojciechowski:
EEG-Based Mental Task Classification with Convolutional Neural Networks - Parallel vs 2D Data Representation. ITIB 2018: 549-560 - 2017
- [c14]Bartlomiej Stasiak, Pawel Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr S. Szczepaniak:
Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks. BIOIMAGING 2017: 55-64 - [c13]Bartlomiej Stasiak, Pawel Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr S. Szczepaniak:
Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI. BIOSTEC (Selected Papers) 2017: 163-188 - [c12]Jedrzej Monko, Bartlomiej Stasiak:
Note Onset Detection with a Convolutional Neural Network in Recordings of Bowed String Instruments. MCSS 2017: 173-185 - 2016
- [j1]Bartlomiej Stasiak, Jedrzej Monko, Adam Niewiadomski:
Note onset detection in musical signals via neural-network-based multi-ODF fusion. Int. J. Appl. Math. Comput. Sci. 26(1): 203 (2016) - [c11]Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
Multipitch estimation using multiple transformation analysis. DSMP 2016: 299-304 - [c10]Bartlomiej Stasiak, Jedrzej Monko:
Analysis of time-frequency representations for musical onset detection with convolutional neural network. FedCSIS 2016: 147-152 - [c9]Bartlomiej Stasiak:
DTV-Based Melody Cutting for DTW-Based Melody Search and Indexing in QbH Systems. ISMIR 2016: 619-625 - [c8]Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
Application of Multiple Sound Representations in Multipitch Estimation Using Shift-Invariant Probabilistic Latent Component Analysis. SOFSEM 2016: 592-601 - 2013
- [c7]Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak:
Metaheuristic Optimization of Multiple Fundamental Frequency Estimation. ICMMI 2013: 307-314 - 2012
- [c6]Bartlomiej Stasiak, Krzysztof Rychlicki-Kicior:
Fundamental Frequency Extraction in Speech Emotion Recognition. MCSS 2012: 292-303 - 2010
- [c5]Bartlomiej Stasiak:
FONN-Based Affine-Invariant Image Recognition. IP&C 2010: 299-306
2000 – 2009
- 2009
- [c4]Bartlomiej Stasiak:
Two-Dimensional Fast Orthogonal Neural Network for Image Recognition. CIARP 2009: 653-660 - [c3]Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
Fast Orthogonal Neural Network for Adaptive Fourier Amplitude Spectrum Computation in Classification Problems. ICMMI 2009: 327-334 - 2007
- [c2]Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
On Feature Extraction Capabilities of Fast Orthogonal Neural Networks. ICANNGA (2) 2007: 27-36 - 2006
- [c1]Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
Fast Orthogonal Neural Networks. ICAISC 2006: 142-149
Coauthor Index
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