| Managing imbalanced data sets in multi-label problems: a case study with the SMOTE algorithm AF Giraldo-Forero, JA Jaramillo-Garzón, JF Ruiz-Muñoz, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013 | 34 | 2013 |
| Reconocimiento automatizado de señales bioacústicas: Una revisión de métodos y aplicaciones PC Caycedo-Rosales, JF Ruiz-Muñoz, M Orozco-Alzate Ingeniería y Ciencia 9 (18), 171-195, 2013 | 30 | 2013 |
| Multiple instance learning-based birdsong classification using unsupervised recording segmentation JF Ruiz-Muñoz, MO Alzate, G Castellanos-Domínguez Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 26 | 2015 |
| Short-term forecasting of global solar irradiance in tropical environments with incomplete data LS Hoyos-Gómez, JF Ruiz-Muñoz, BJ Ruiz-Mendoza Applied Energy 307, 118192, 2022 | 24 | 2022 |
| Dictionary learning for bioacoustics monitoring with applications to species classification JF Ruiz-Munoz, Z You, R Raich, XZ Fern Journal of Signal Processing Systems 90, 233-247, 2018 | 19 | 2018 |
| Enhancing the dissimilarity-based classification of birdsong recordings JF Ruiz-Muñoz, G Castellanos-Dominguez, M Orozco-Alzate Ecological informatics 33, 75-84, 2016 | 11 | 2016 |
| Predictive models to identify Holstein cows at risk of metritis and clinical cure and reproductive/productive failure following antimicrobial treatment VR Merenda, J Ruiz-Munoz, A Zare, RC Chebel Preventive Veterinary Medicine 194, 105431, 2021 | 9 | 2021 |
| Super resolution for root imaging JF Ruiz‐Munoz, JK Nimmagadda, TG Dowd, JE Baciak, A Zare Applications in Plant Sciences 8 (7), e11374, 2020 | 7 | 2020 |
| Dictionary extraction from a collection of spectrograms for bioacoustics monitoring JF Ruiz-Muñoz, Z You, R Raich, XZ Fern 2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015 | 5 | 2015 |
| Automated recognition of bioacoustic signals: A review of methods and applications PC Caycedo-Rosales, JF Ruiz-Muñoz, M Orozco-Alzate Universidad EAFIT, 2013 | 5 | 2013 |
| An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria GA Arango-Argoty, JF Ruiz-Muñoz, JA Jaramillo-Garzón, ... 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 5 | 2012 |
| Quality aware features for performance prediction and time reduction in video object tracking R Gomez-Nieto, JF Ruiz-Muñoz, J Beron, CAA Franco, ... IEEE Access 10, 13290-13310, 2022 | 4 | 2022 |
| Short-term forecasting of global solar irradiance with incomplete data LS Hoyos-Gómez, JF Ruiz-Muñoz, BJ Ruiz-Mendoza arXiv preprint arXiv:2106.06868, 2021 | 3 | 2021 |
| Dissimilarity-based classification for bioacoustic monitoring of bird species JF Ruiz-Munoz, M Orozco-Alzate IX Latin American Robotics Symposium and IEEE Colombian Conference on …, 2011 | 2 | 2011 |
| Biodiversidad 2018. Reporte de estado y tendencias de la biodiversidad continental de Colombia O Acevedo-Charry, M Aguilar-Garavito, J Almeira, N Alvarado, ... Instituto de Investigación de Recursos Biológicos Alexander von Humboldt, 2019 | 1 | 2019 |
| Online learning of time-frequency patterns JF Ruiz-Muñoz, R Raich, M Orozco-Alzate, XZ Fern 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 1 | 2017 |
| Threshold estimation in energy-based methods for segmenting birdsong recordings JF Ruiz-Muñoz, M Orozco-Alzate, CG Castellanos-Domínguez Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013 | 1 | 2013 |
| Feature and dissimilarity representations for the sound-based recognition of bird species JF Ruiz-Munoz, M Orozco-Alzate, CG Castellanos-Domínguez Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2011 | 1 | 2011 |
| Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification JF Ruiz-Muñoz, G Castellanos-Dominguez, M Orozco-Alzate Similarity Search and Applications: 11th International Conference, SISAP …, 2018 | | 2018 |
| Dissimilarity-based multiple instance classification and dictionary learning for bioacoustic signal recognition JF Ruiz Muñoz Departamento de Ingeniería Eléctrica, Electrónica y Computación, 2017 | | 2017 |
