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Gissel Velarde
Gissel Velarde
International University of Applied Sciences
Bestätigte E-Mail-Adresse bei iu.org - Startseite
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Zitiert von
Jahr
HEAR: Holistic Evaluation of Audio Representations
J Turian, J Shier, HR Khan, B Raj, BW Schuller, CJ Steinmetz, C Malloy, ...
NeurIPS 2021 Competitions and Demonstrations Track, 125-145, 2022
862022
An approach to melodic segmentation and classification based on filtering with the Haar-wavelet
G Velarde, T Weyde, D Meredith
Journal of New Music Research 42 (4), 325-345, 2013
412013
Artificial Intelligence and its impact on the Fourth Industrial Revolution: A Review
G Velarde
International Journal of Artificial Intelligence & Applications (IJAIA) 10 …, 2019
292019
Composer Recognition Based on 2D-Filtered Piano-Rolls.
G Velarde, T Weyde, CEC Chacón, D Meredith, M Grachten
ISMIR, 115-121, 2016
242016
Convolution-based classification of audio and symbolic representations of music
G Velarde, C Cancino Chacón, D Meredith, T Weyde, M Grachten
Journal of New Music Research 47 (3), 191-205, 2018
192018
A Wavelet-Based Approach to Pattern Discovery in Melodies.
G Velarde, D Meredith, T Weyde
Computational Music Analysis, 303-333, 2016
172016
A wavelet-based approach to the discovery of themes and sections in monophonic melodies
G Velarde, D Meredith
Music Information Retrieval Evaluation Exchange (MIREX 2014), Taipei, Taiwan, 2014
122014
Evaluating XGBoost for Balanced and Imbalanced Data: Application to Fraud Detection
G Velarde, A Sudhir, S Deshmane, A Deshmunkh, K Sharma, V Joshi
arXiv preprint arXiv:2303.15218, 2023
62023
Artificial Intelligence Trends and Future Scenarios: Relations Between Statistics and Opinions
G Velarde
2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021
62021
Wavelet-filtering of symbolic music representations for folk tune segmentation and classification
G Velarde, T Weyde, D Meredith
Proceedings of the Third International Workshop on Folk Music Analysis …, 2013
62013
An Open Source and Reproducible Implementation of LSTM and GRU Networks for Time Series Forecasting
G Velarde, P Brañez, A Bueno, R Heredia, M Lopez-Ledezma
Engineering Proceedings 18 (1), 30, 2022
52022
A Machine Learning Approach for Bitcoin Forecasting
S Sossi-Rojas, G Velarde, D Zieba
Engineering Proceedings 39 (1), 27, 2023
42023
Convolutional Methods for Music Analysis
G Velarde
Aalborg Universitetsforlag, 2017
42017
Era artificial: Predicciones para ultrahumanos, robots y otros entes inteligentes
G Velarde
22021
The Impact of Artificial Intelligence on the Fourth Industrial Revolution
G Velarde
no. February, 2019
12019
On symbolic music classification using wavelet transform
G Velarde, T Weyde
International Conference on Applied and Theoretical Information Systems …, 2012
12012
Pattern identification in melody via wavelets
G Velarde
Late breaking Demo, ISMIR, 2010
12010
Forecasting with Deep Learning
G Velarde
1*
Tree Boosting Methods for Balanced and Imbalanced Classification and their Robustness Over Time in Risk Assessment
G Velarde, M Weichert, A Deshmunkh, S Deshmane, A Sudhir, K Sharma, ...
Intelligent Systems with Applications, 200354, 2024
2024
Artificial Era: Predictions, Problems, and Diversity in AI
G Velarde
Oxford University Press 1, 304, 2023
2023
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