Bartlomiej Stasiak

According to our database1, Bartlomiej Stasiak authored at least 24 papers between 2006 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Musical Instrument Recognition with a Convolutional Neural Network and Staged Training.
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.
Proceedings of the Computational Science - ICCS 2021, 2021

Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition.
Proceedings of the Computational Science - ICCS 2021, 2021

2019
FlatDTW - Dynamic Time Warping optimization for piecewise constant templates.
Digit. Signal Process., 2019

Convolutional Neural Networks in Speech Emotion Recognition - Time-Domain and Spectrogram-Based Approach.
Proceedings of the Information Technology in Biomedicine, 2019

2018
Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification.
Sensors, 2018

EEG-Based Mental Task Classification with Convolutional Neural Networks - Parallel vs 2D Data Representation.
Proceedings of the Information Technology in Biomedicine, 2018

Generating Musical Expression of MIDI Music with LSTM Neural Network.
Proceedings of the 11th International Conference on Human System Interaction, 2018

Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks.
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.
Proceedings of the Multimedia Communications, Services and Security, 2017

Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI.
Proceedings of the Biomedical Engineering Systems and Technologies, 2017

Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks.
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.
Int. J. Appl. Math. Comput. Sci., 2016

Application of Multiple Sound Representations in Multipitch Estimation Using Shift-Invariant Probabilistic Latent Component Analysis.
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.
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.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Multipitch estimation using multiple transformation analysis.
Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2013
Metaheuristic Optimization of Multiple Fundamental Frequency Estimation.
Proceedings of the Man-Machine Interactions 3, 2013

2012
Fundamental Frequency Extraction in Speech Emotion Recognition.
Proceedings of the Multimedia Communications, Services and Security, 2012

2010
FONN-Based Affine-Invariant Image Recognition.
Proceedings of the Image Processing and Communications Challenges 2, 2010

2009
Fast Orthogonal Neural Network for Adaptive Fourier Amplitude Spectrum Computation in Classification Problems.
Proceedings of the Man-Machine Interactions, 2009

Two-Dimensional Fast Orthogonal Neural Network for Image Recognition.
Proceedings of the Progress in Pattern Recognition, 2009

2007
On Feature Extraction Capabilities of Fast Orthogonal Neural Networks.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006
Fast Orthogonal Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2006


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