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ORCIDJacek Grekow
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Books and Theses
- 2018
[b1]Jacek Grekow:
From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces. Studies in Computational Intelligence 747, Springer 2018, ISBN 978-3-319-70608-5, pp. 1-129
Journal Articles
- 2023
- [j5]Jacek Grekow
:
Generating Polyphonic Symbolic Emotional Music in the Style of Bach Using Convolutional Conditional Variational Autoencoder. IEEE Access 11: 93019-93031 (2023) - 2021
- [j4]Jacek Grekow, Teodora Dimitrova-Grekow:
Monophonic Music Generation With a Given Emotion Using Conditional Variational Autoencoder. IEEE Access 9: 129088-129101 (2021) - [j3]Jacek Grekow:
Music emotion recognition using recurrent neural networks and pretrained models. J. Intell. Inf. Syst. 57(3): 531-546 (2021) - 2018
- [j2]Jacek Grekow:
Audio features dedicated to the detection and tracking of arousal and valence in musical compositions. J. Inf. Telecommun. 2(3): 322-333 (2018) - [j1]Jacek Grekow:
Musical performance analysis in terms of emotions it evokes. J. Intell. Inf. Syst. 51(2): 415-437 (2018)
Conference and Workshop Papers
- 2021
- [c14]Jacek Grekow:
Generating Musical Sequences with a Given Emotion. SMC 2021: 1941-1946 - 2020
- [c13]Jacek Grekow:
Static Music Emotion Recognition Using Recurrent Neural Networks. ISMIS 2020: 150-160 - 2019
- [c12]Jacek Grekow:
Finding Musical Pieces with a Similar Emotional Distribution throughout the Same Composition. INISTA 2019: 1-6 - 2017
- [c11]Jacek Grekow:
Audio features dedicated to the detection of arousal and valence in music recordings. INISTA 2017: 40-44 - [c10]Jacek Grekow:
Comparative Analysis of Musical Performances by Using Emotion Tracking. ISMIS 2017: 175-184 - 2016
- [c9]Jacek Grekow:
Music Emotion Maps in Arousal-Valence Space. CISIM 2016: 697-706 - 2015
- [c8]Jacek Grekow:
Audio Features Dedicated to the Detection of Four Basic Emotions. CISIM 2015: 583-591 - [c7]Jacek Grekow:
Emotion Detection Using Feature Extraction Tools. ISMIS 2015: 267-272 - 2014
- [c6]Jacek Grekow:
Mood Tracking of Radio Station Broadcasts. ISMIS 2014: 184-193 - 2012
- [c5]Jacek Grekow:
Mood Tracking of Musical Compositions. ISMIS 2012: 228-233 - [c4]Karol Odachowski, Jacek Grekow:
Using Bookmaker Odds to Predict the Final Result of Football Matches. KES (Selected Papers) 2012: 196-205 - [c3]Karol Odachowski, Jacek Grekow:
Predicting the Final Result of Sporting Events Based on Changes in Bookmaker Odds. KES 2012: 278-287 - 2011
- [c2]Jacek Grekow:
Emotion Based Music Visualization System. ISMIS 2011: 523-532 - 2009
- [c1]Jacek Grekow, Zbigniew W. Ras:
Detecting Emotions in Classical Music from MIDI Files. ISMIS 2009: 261-270
Parts in Books or Collections
- 2010
- [p1]Jacek Grekow, Zbigniew W. Ras:
Emotion Based MIDI Files Retrieval System. Advances in Music Information Retrieval 2010: 261-284
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