| 2025 | CIARP | Mathematical Interpretations of the Acoustic Complexity Indices: Relationship with the Concept of Total Variation and Their Numerical Approximations. | Fernando Martnez Tabares, Mauricio Orozco-Alzate |
| 2025 | DCAI | Parallel Template Matching for Faster Detection in Bioacoustics. | Ana-Lorena Uribe-Hurtado, Donald J. Herrera, Mauricio Orozco-Alzate |
| 2022 | DCAI | Multi-core Parallelization of Point Set Dissimilarities for Accelerating the Comparison of Bags with Many Instances. | Eduardo-Jos Villegas-Jaramillo, Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate |
| 2021 | DCAI | Parallelization of the Poisson-Binomial Radius Distance for Comparing Histograms of n-grams. | Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate |
| 2020 | DCAI | Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP. | Ana-Lorena Uribe-Hurtado, Eduardo-Jos Villegas-Jaramillo, Mauricio Orozco-Alzate |
| 2020 | ICPR | PowerHC: non linear normalization of distances for advanced nearest neighbor classification. | Manuele Bicego, Mauricio Orozco-Alzate |
| 2020 | ICPR | A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on safe points. | Mauricio Orozco-Alzate, Manuele Bicego |
| 2019 | ICIAP | Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier. | Mauricio Orozco-Alzate, Sisto Baldo, Manuele Bicego |
| 2018 | DCAI | A Web-Based Micro-service Architecture for Comparing Parallel Implementations of Dissimilarity Measures. | Daniel-Stiven Valencia-Hernndez, Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate |
| 2018 | DCAI | Computational Analysis of Multiple Instance Learning-Based Systems for Automatic Visual Inspection: A Doctoral Research Proposal. | Eduardo-Jos Villegas-Jaramillo, Mauricio Orozco-Alzate |
| 2018 | SISAP | Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification. | Jos Francisco Ruiz-Muoz, Germn Castellanos-Domnguez, Mauricio Orozco-Alzate |
| 2017 | DCAI | A Block-separable Parallel Implementation for the Weighted Distribution Matching Similarity Measure. | Mauricio Orozco-Alzate, Eduardo-Jos Villegas-Jaramillo, Ana-Lorena Uribe-Hurtado |
| 2017 | ICASSP | Online learning of time-frequency patterns. | Jos Francisco Ruiz-Muoz, Raviv Raich, Mauricio Orozco-Alzate, Xiaoli Z. Fern |
| 2017 | PAAMS | Acceleration of Dissimilarity-Based Classification Algorithms Using Multi-core Computation. | Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate |
| 2016 | CIARP | A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection. | Yenisel Plasencia Calana, Yan Li, Robert P. W. Duin, Mauricio Orozco-Alzate, Marco Loog, Edel B. Garca Reyes |
| 2016 | SSPR | Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. | Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego |
| 2015 | CIARP | A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning. | Carlos Mera, Jose Arrieta, Mauricio Orozco-Alzate, John Branch |
| 2015 | ICIAP | Volcano-Seismic Events Classification Using Document Classification Strategies. | Manuele Bicego, John Makario Londoo-Bonilla, Mauricio Orozco-Alzate |
| 2015 | IJCAI | Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation. | Jos Francisco Ruiz-Muoz, Mauricio Orozco-Alzate, Germn Castellanos-Domnguez |
| 2014 | CIARP | 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 Londoo-Bonilla, Germn Castellanos-Domnguez |
| 2014 | SSPR | Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria. | Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Heydi Mendez Vazquez, Edel B. Garca Reyes, Robert P. W. Duin |
| 2014 | SSPR | Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. | Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate, Sang-Woon Kim, Marco Loog |
| 2013 | CIARP | Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. | Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Edel B. Garca Reyes, Robert P. W. Duin |
| 2013 | CIARP | Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings. | Jos Francisco Ruiz-Muoz, Mauricio Orozco-Alzate, Csar Germn Castellanos-Domnguez |
| 2013 | IWANN | Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. | Juan Beltrn-Castro, Juliana Valencia-Aguirre, Mauricio Orozco-Alzate, Germn Castellanos-Domnguez, Carlos Manuel Travieso-Gonzlez |
| 2012 | CIARP | Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces. | Riccardo Avesani, Alessio Azzoni, Manuele Bicego, Mauricio Orozco-Alzate |
| 2012 | CIARP | On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces. | Yenisel Plasencia Calana, Edel B. Garca Reyes, Robert P. W. Duin, Mauricio Orozco-Alzate |
| 2012 | CIARP | Continuous Multi-way Shape Measure for Dissimilarity Representation. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante |
| 2011 | CIARP | Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species. | Jos Francisco Ruiz-Muoz, Mauricio Orozco-Alzate, Csar Germn Castellanos-Domnguez |
| 2010 | ICPR | Prototype Selection for Dissimilarity Representation by a Genetic Algorithm. | Yenisel Plasencia Calana, Edel B. Garca Reyes, Mauricio Orozco-Alzate, Robert P. W. Duin |
| 2010 | ICPR | Classification of Volcano Events Observed by Multiple Seismic Stations. | Robert P. W. Duin, Mauricio Orozco-Alzate, John Makario Londoo-Bonilla |
| 2010 | ICPR | Classifying Three-way Seismic Volcanic Data by Dissimilarity Representation. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoo-Bonilla |
| 2010 | SSPR | The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoo-Bonilla |
| 2008 | CIARP | 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 |
| 2007 | CIARP | Generalizing Dissimilarity Representations Using Feature Lines. | Mauricio Orozco-Alzate, Robert P. W. Duin, Csar Germn Castellanos-Domnguez |