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Jose Francisco Ruiz-Munoz
Jose Francisco Ruiz-Munoz
Dirección de correo verificada de unal.edu.co
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Managing imbalanced data sets in multi-label problems: a case study with the SMOTE algorithm
AF Giraldo-Forero, JA Jaramillo-Garzón, JF Ruiz-Muñoz, ...
Iberoamerican Congress on Pattern Recognition, 334-342, 2013
262013
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
252015
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
242013
Dictionary learning for bioacoustics monitoring with applications to species classification
JF Ruiz-Muñoz, Z You, R Raich, XZ Fern
Journal of Signal Processing Systems 90 (2), 233-247, 2018
172018
Enhancing the dissimilarity-based classification of birdsong recordings
JF Ruiz-Muñoz, G Castellanos-Dominguez, M Orozco-Alzate
Ecological informatics 33, 75-84, 2016
92016
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
52015
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
52012
Super resolution for root imaging
JF Ruiz‐Munoz, JK Nimmagadda, TG Dowd, JE Baciak, A Zare
Applications in Plant Sciences 8 (7), e11374, 2020
42020
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
32022
Automated recognition of bioacoustic signals: a review of methods and applications
PC Caycedo-Rosales, JF Ruiz-Muñoz, M Orozco-Alzate
Ingeniería y Ciencia 9 (18), 171-195, 2013
32013
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
12022
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
12021
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
12021
Biodiversidad 2018. Reporte de estado y tendencias de la biodiversidad continental de Colombia
O Acevedo-Charry, M Aguilar-Garavito, J Almeira, N Alvarado, ...
Citación de obra completa sugerida: Moreno, L. A, Andrade, GI y Goméz, MF …, 2019
12019
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
12017
Threshold estimation in energy-based methods for segmenting birdsong recordings
JF Ruiz-Muñoz, M Orozco-Alzate, CG Castellanos-Domínguez
Iberoamerican Congress on Pattern Recognition, 480-487, 2013
12013
Feature and dissimilarity representations for the sound-based recognition of bird species
JF Ruiz-Munoz, M Orozco-Alzate, CG Castellanos-Domínguez
Iberoamerican Congress on Pattern Recognition, 451-458, 2011
12011
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
12011
Integrating Backscatter X-Ray Imaging with Super-Resolution Imaging Algorithms for Plant Phenotyping
JK Nimmagadda, S Cui, JF Ruiz-Munoz, A Zare, JE Baciak
Nuclear Science and Engineering, 2022
2022
Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification
JF Ruiz-Muñoz, G Castellanos-Dominguez, M Orozco-Alzate
International Conference on Similarity Search and Applications, 47-56, 2018
2018
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Artículos 1–20