Comparison of the nearest feature classifiers for face recognition. - Mauricio Orozco-Alzate; César Germán Castellanos-Domínguez (Mach. Vis. Appl., 2006)

Generalizing Dissimilarity Representations Using Feature Lines. - Mauricio Orozco-Alzate; Robert P. W. Duin; César Germán Castellanos-Domínguez (CIARP, 2007)

Spectral Characterization of Volcanic Earthquakes at Nevado del Ruiz Volcano Using Spectral Band Selection/Extraction Techniques. - Mauricio Orozco-Alzate; Marina Skurichina; Robert P. W. Duin (CIARP, 2008)

A generalization of dissimilarity representations using feature lines and feature planes. - Mauricio Orozco-Alzate; Robert P. W. Duin; Germán Castellanos-Domínguez (Pattern Recognit. Lett., 2009)

Prototype Selection for Dissimilarity Representation by a Genetic Algorithm. - Yenisel Plasencia Calana; Edel B. García Reyes; Mauricio Orozco-Alzate; Robert P. W. Duin (ICPR, 2010)

Classification of Volcano Events Observed by Multiple Seismic Stations. - Robert P. W. Duin; Mauricio Orozco-Alzate; John Makario Londoño-Bonilla (ICPR, 2010)

Classifying Three-way Seismic Volcanic Data by Dissimilarity Representation. - Diana Porro-Muñoz; Robert P. W. Duin; Mauricio Orozco-Alzate; Isneri Talavera-Bustamante; John Makario Londoño-Bonilla (ICPR, 2010)

The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. - Diana Porro-Muñoz; Robert P. W. Duin; Mauricio Orozco-Alzate; Isneri Talavera-Bustamante; John Makario Londoño-Bonilla (SSPR/SPR, 2010)

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)

A Study on the Influence of Shape in Classifying Small Spectral Data Sets. - Diana Porro-Muñoz; Robert P. W. Duin; Isneri Talavera-Bustamante; Mauricio Orozco-Alzate (SIMBAD, 2011)

Combining Dissimilarities for Three-Way Data Classification. - Diana Porro-Muñoz; Isneri Talavera-Bustamante; Robert P. W. Duin; Mauricio Orozco-Alzate (Computación y Sistemas, 2011)

Classification of three-way data by the dissimilarity representation. - Diana Porro-Muñoz; Robert P. W. Duin; Isneri Talavera-Bustamante; Mauricio Orozco-Alzate (Signal Process., 2011)

Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces. - Riccardo Avesani; Alessio Azzoni; Manuele Bicego; Mauricio Orozco-Alzate (CIARP, 2012)

On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces. - Yenisel Plasencia Calana; Edel B. García Reyes; Robert P. W. Duin; Mauricio Orozco-Alzate (CIARP, 2012)

Continuous Multi-way Shape Measure for Dissimilarity Representation. - Diana Porro-Muñoz; Robert P. W. Duin; Mauricio Orozco-Alzate; Isneri Talavera-Bustamante (CIARP, 2012)

Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. - Yenisel Plasencia Calana; Mauricio Orozco-Alzate; Edel B. García Reyes; Robert P. W. Duin (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)

Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. - Juan Beltrán-Castro; Juliana Valencia-Aguirre; Mauricio Orozco-Alzate; Germán Castellanos-Domínguez; Carlos Manuel Travieso-González (IWANN (1), 2013)

On the Informativeness of Asymmetric Dissimilarities. - Yenisel Plasencia Calana; Veronika Cheplygina; Robert P. W. Duin; Edel B. García Reyes; Mauricio Orozco-Alzate; David M. J. Tax; Marco Loog (SIMBAD, 2013)

Selecting feature lines in generalized dissimilarity representations for pattern recognition. - Yenisel Plasencia Calana; Mauricio Orozco-Alzate; Edel B. García Reyes; Robert P. W. Duin (Digit. Signal Process., 2013)

Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. - David Cárdenas-Peña; Mauricio Orozco-Alzate; Germán Castellanos-Domínguez (Comput. Geosci., 2013)

Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based Generative Embeddings. - Manuele Bicego; Carolina Acosta-Munoz; Mauricio Orozco-Alzate (IEEE Trans. Geosci. Remote. Sens., 2013)

A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. - Paola Castro-Cabrera; Mauricio Orozco-Alzate; Andrea Adami; Manuele Bicego; John Makario Londoño-Bonilla; Germán Castellanos-Domínguez (CIARP, 2014)

Improving Representation of the Positive Class in Imbalanced Multiple-Instance Learning. - Carlos Mera 001; Mauricio Orozco-Alzate; John Branch (ICIAR (1), 2014)

Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria. - Yenisel Plasencia Calana; Mauricio Orozco-Alzate; Heydi Mendez Vazquez; Edel B. García Reyes; Robert P. W. Duin (S+SSPR, 2014)

Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. - Robert P. W. Duin; Manuele Bicego; Mauricio Orozco-Alzate; Sang-Woon Kim; Marco Loog (S+SSPR, 2014)

A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning. - Carlos Mera 001; Jose Arrieta; Mauricio Orozco-Alzate; John Branch (CIARP, 2015)

Volcano-Seismic Events Classification Using Document Classification Strategies. - Manuele Bicego; John Makario Londoño-Bonilla; Mauricio Orozco-Alzate (ICIAP (1), 2015)

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

The DTW-based representation space for seismic pattern classification. - Mauricio Orozco-Alzate; Paola Alexandra Castro-Cabrera; Manuele Bicego; John Makario Londoño-Bonilla (Comput. Geosci., 2015)

Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification. - Karol Lina López Bedoya; Christian Gagné 001; Germán Castellanos-Domínguez; Mauricio Orozco-Alzate (Neurocomputing, 2015)

A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection. - Yenisel Plasencia Calana; Yan Li 009; Robert P. W. Duin; Mauricio Orozco-Alzate; Marco Loog; Edel B. García Reyes (CIARP, 2016)

Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. - Mauricio Orozco-Alzate; Robert P. W. Duin; Manuele Bicego (S+SSPR, 2016)

Automatic visual inspection: An approach with multi-instance learning. - Carlos Mera 001; Mauricio Orozco-Alzate; John Branch; Domingo Mery (Comput. Ind., 2016)

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

A Block-separable Parallel Implementation for the Weighted Distribution Matching Similarity Measure. - Mauricio Orozco-Alzate; Eduardo-José Villegas-Jaramillo; Ana-Lorena Uribe-Hurtado (DCAI, 2017)

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

Acceleration of Dissimilarity-Based Classification Algorithms Using Multi-core Computation. - Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate (PAAMS (Special Sessions), 2017)

A Web-Based Micro-service Architecture for Comparing Parallel Implementations of Dissimilarity Measures. - Daniel-Stiven Valencia-Hernández; Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate (DCAI, 2018)

Computational Analysis of Multiple Instance Learning-Based Systems for Automatic Visual Inspection: A Doctoral Research Proposal. - Eduardo-José Villegas-Jaramillo; Mauricio Orozco-Alzate (DCAI (Special Sessions), 2018)

Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals. - Paola Alexandra Castro-Cabrera; Mauricio Orozco-Alzate; César Germán Castellanos-Domínguez; Fernando Huenupán; Luis Enrique Franco (IBERAMIA, 2018)

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

Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier. - Mauricio Orozco-Alzate; Sisto Baldo; Manuele Bicego (ICIAP (1), 2019)

Incremental learning of concept drift in Multiple Instance Learning for industrial visual inspection. - Carlos Mera 001; Mauricio Orozco-Alzate; John Branch (Comput. Ind., 2019)

Towards better volcanic risk-assessment systems by applying ensemble classification methods to triaxial seismic-volcanic signals. - Mauricio Orozco-Alzate; John Makario Londoño-Bonilla; Valentina Nale; Manuele Bicego (Ecol. Informatics, 2019)

Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP. - Ana-Lorena Uribe-Hurtado; Eduardo-José Villegas-Jaramillo; Mauricio Orozco-Alzate (DCAI, 2020)

PowerHC: non linear normalization of distances for advanced nearest neighbor classification. - Manuele Bicego; Mauricio Orozco-Alzate (ICPR, 2020)

A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on safe points. - Mauricio Orozco-Alzate; Manuele Bicego (ICPR, 2020)

GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications. - Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate; Noel Lopes; Bernardete Ribeiro (Comput. Ind., 2020)

Parsimonious design of pattern recognition systems for slope stability analysis. - Y. M. Ospina-Dávila; Mauricio Orozco-Alzate (Earth Sci. Informatics, 2020)

Parallelization of the Poisson-Binomial Radius Distance for Comparing Histograms of n-grams. - Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate (DCAI (1), 2021)

Multi-core Parallelization of Point Set Dissimilarities for Accelerating the Comparison of Bags with Many Instances. - Eduardo-José Villegas-Jaramillo; Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate (DCAI (1), 2022)

Selection of Acoustic Features for the Discrimination Between Highly and Moderately Transformed Colombian Soundscapes. - Fernando Martínez Tabares; Mauricio Orozco-Alzate (IBERAMIA, 2022)

An Inexactly Supervised Methodology Based on Multiple Instance Learning, Convolutional Neural Networks, and Dissimilarities for Interpretable Defect Detection and Localization on Textured Surfaces. - Eduardo-José Villegas-Jaramillo; Mauricio Orozco-Alzate (IEEE Access, 2023)

Affective Neural Responses Sonified through Labeled Correlation Alignment. - Andrés Marino Álvarez-Meza; Héctor Fabio Torres Cardona; Mauricio Orozco-Alzate; Hernan Dario Perez-Nastar; Germán Castellanos-Domínguez (Sensors, 2023)

Identifying Acoustic Features to Distinguish Highly and Moderately Altered Soundscapes in Colombia. - Fernando Martínez Tabares; Mauricio Orozco-Alzate (Inteligencia Artif., 2023)