Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species. - José Francisco Ruiz-Muñoz; Mauricio Orozco-Alzate; César Germán Castellanos-Domínguez (CIARP, 2011)

Dissimilarity-based classification for bioacoustic monitoring of bird species. - José Francisco Ruiz-Muñoz; Mauricio Orozco-Alzate (LARC, 2011)

An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria. - Gustavo A. Arango-Argoty; José Francisco Ruiz-Muñoz; Jorge Alberto Jaramillo-Garzón; César Germán Castellanos-Domínguez (EMBC, 2012)

Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm. - Andrés Felipe Giraldo-Forero; Jorge Alberto Jaramillo-Garzón; José Francisco Ruiz-Muñoz; César Germán Castellanos-Domínguez (CIARP (1), 2013)

Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings. - José Francisco Ruiz-Muñoz; Mauricio Orozco-Alzate; César Germán Castellanos-Domínguez (CIARP (1), 2013)

Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation. - José Francisco Ruiz-Muñoz; Mauricio Orozco-Alzate; Germán Castellanos-Domínguez (IJCAI, 2015)

Dictionary extraction from a collection of spectrograms for bioacoustics monitoring. - José Francisco Ruiz-Muñoz; Zeyu You; Raviv Raich; Xiaoli Z. Fern (MLSP, 2015)

Enhancing the dissimilarity-based classification of birdsong recordings. - José Francisco Ruiz-Muñoz; Germán Castellanos-Domínguez; Mauricio Orozco-Alzate (Ecol. Informatics, 2016)

Online learning of time-frequency patterns. - José Francisco Ruiz-Muñoz; Raviv Raich; Mauricio Orozco-Alzate; Xiaoli Z. Fern (ICASSP, 2017)

Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification. - José Francisco Ruiz-Muñoz; Germán Castellanos-Domínguez; Mauricio Orozco-Alzate (SISAP, 2018)

Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification. - José Francisco Ruiz-Muñoz; Zeyu You; Raviv Raich; Xiaoli Z. Fern (J. Signal Process. Syst., 2018)

Quality Aware Feature Selection for Video Object Tracking. - Roger Gomez Nieto; Hernán Darío Benítez-Restrepo; José Francisco Ruiz-Muñoz (IQSP, 2020)