Bartlomiej Stasiak

According to our database, Bartlomiej Stasiak authored at least 24 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Musical Instrument Recognition with a Convolutional Neural Network and Staged Training.

Dominika Szeliga, Pawel Tarasiuk, Bartlomiej Stasiak, Piotr S. Szczepaniak

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

EEG-Based Emotion Recognition - Evaluation Methodology Revisited.

Slawomir Opalka, Bartlomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski

Proceedings of the Computational Science - ICCS 2021, 2021

Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition.

Aleksandra Dura, Agnieszka Wosiak, Bartlomiej Stasiak, Adam Wojciechowski, Jan Rogowski

Proceedings of the Computational Science - ICCS 2021, 2021

2019

FlatDTW - Dynamic Time Warping optimization for piecewise constant templates.

Bartlomiej Stasiak, Marcin Skiba, Adam Niedzielski

Digit. Signal Process., 2019

Convolutional Neural Networks in Speech Emotion Recognition - Time-Domain and Spectrogram-Based Approach.

Bartlomiej Stasiak, Slawomir Opalka, Dominik Szajerman, Adam Wojciechowski

Proceedings of the Information Technology in Biomedicine, 2019

2018

Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification.

Slawomir Opalka, Bartlomiej Stasiak, Dominik Szajerman, Adam Wojciechowski

Sensors, 2018

EEG-Based Mental Task Classification with Convolutional Neural Networks - Parallel vs 2D Data Representation.

Bartlomiej Stasiak, Slawomir Opalka, Dominik Szajerman, Adam Wojciechowski

Proceedings of the Information Technology in Biomedicine, 2018

Generating Musical Expression of MIDI Music with LSTM Neural Network.

Maria Klara Jedrzejewska, Adrian Zjawinski, Bartlomiej Stasiak

Proceedings of the 11th International Conference on Human System Interaction, 2018

Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks.

Arkadiusz Tomczyk, Bartlomiej Stasiak, Pawel Tarasiuk, Anna Gorzkiewicz, Anna Walczewska, Piotr S. Szczepaniak

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Note Onset Detection with a Convolutional Neural Network in Recordings of Bowed String Instruments.

Jedrzej Monko, Bartlomiej Stasiak

Proceedings of the Multimedia Communications, Services and Security, 2017

Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI.

Bartlomiej Stasiak, Pawel Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr S. Szczepaniak

Proceedings of the Biomedical Engineering Systems and Technologies, 2017

Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks.

Bartlomiej Stasiak, Pawel Tarasiuk, Izabela Michalska, Arkadiusz Tomczyk, Piotr S. Szczepaniak

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Note onset detection in musical signals via neural-network-based multi-ODF fusion.

Bartlomiej Stasiak, Jedrzej Monko, Adam Niewiadomski

Int. J. Appl. Math. Comput. Sci., 2016

Application of Multiple Sound Representations in Multipitch Estimation Using Shift-Invariant Probabilistic Latent Component Analysis.

Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak, Mykhaylo Yatsymirskyy

Proceedings of the SOFSEM 2016: Theory and Practice of Computer Science, 2016

DTV-Based Melody Cutting for DTW-Based Melody Search and Indexing in QbH Systems.

Bartlomiej Stasiak

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Analysis of time-frequency representations for musical onset detection with convolutional neural network.

Bartlomiej Stasiak, Jedrzej Monko

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Multipitch estimation using multiple transformation analysis.

Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak, Mykhaylo Yatsymirskyy

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2013

Metaheuristic Optimization of Multiple Fundamental Frequency Estimation.

Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak

Proceedings of the Man-Machine Interactions 3, 2013

2012

Fundamental Frequency Extraction in Speech Emotion Recognition.

Bartlomiej Stasiak, Krzysztof Rychlicki-Kicior

Proceedings of the Multimedia Communications, Services and Security, 2012

2010

FONN-Based Affine-Invariant Image Recognition.

Bartlomiej Stasiak

Proceedings of the Image Processing and Communications Challenges 2, 2010

2009

Fast Orthogonal Neural Network for Adaptive Fourier Amplitude Spectrum Computation in Classification Problems.

Bartlomiej Stasiak, Mykhaylo Yatsymirskyy

Proceedings of the Man-Machine Interactions, 2009

Two-Dimensional Fast Orthogonal Neural Network for Image Recognition.

Bartlomiej Stasiak

Proceedings of the Progress in Pattern Recognition, 2009

2007

On Feature Extraction Capabilities of Fast Orthogonal Neural Networks.

Bartlomiej Stasiak, Mykhaylo Yatsymirskyy

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Fast Orthogonal Neural Networks.

Bartlomiej Stasiak, Mykhaylo Yatsymirskyy

Proceedings of the Artificial Intelligence and Soft Computing, 2006