Here you can find the list of my papers and publications, together with their corresponding BibTeX entries. Some of them are available as PDF files. In addition, my academic profile is available at Scopus, DBLP, Microsoft Academic and Google Scholar.
| [2010] | Teoría de Señales: Fundamentos (Jesús Francisco Vargas-Bonilla, Mauricio Alexánder Álvarez-López, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), Facultad de Ingeniería y Arquitectura, Universidad Nacional de Colombia Sede Manizales, 2010. [bib] [pdf] |
| [2009] | Entrenamiento de Sistemas en la Identificación Automática de Patologías (César Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, Julio Fernando Suárez-Cifuentes, Álvaro Ángel Orozco-Gutiérrez), Centro de Publicaciones UTP, 2009. [bib] |
| [2013] | Selecting feature lines in generalized dissimilarity representations for pattern recognition (Yenisel Plasencia-Calaña, Mauricio Orozco-Alzate, Edel García-Reyes, Robert P.W. Duin), In Digital Signal Processing, volume 23, number 3, pages 902-911, 2013. [bib] [pdf] [doi] |
| [2013] | Selection of Time-Variant Features for Earthquake Classification at the Nevado-del-Ruiz Volcano (David Cárdenas-Peña, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez), In Computers & Geosciences, volume 51, pages 293-304, 2013. [bib] [pdf] [doi] |
| [2013] | Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based Generative Embeddings (Manuele Bicego, Carolina Acosta-Muñoz, Mauricio Orozco-Alzate), In IEEE Transactions on Geoscience and Remote Sensing, volume 51, number 6, pages 1-11, 2013. [bib] [doi] |
| [2012] | Bird in the hand: An electronic field guide app for bird watchers (Martín Roa-Villescas, Mauricio Orozco-Alzate), In IEEE Potentials, volume 31, number 2, pages 8-14, 2012. [bib] [pdf] [doi] |
| [2012] | The Automated Identification of Volcanic Earthquakes: Concepts, Applications and Challenges (Mauricio Orozco-Alzate, Carolina Acosta-Muñoz, John Makario Londoño-Bonilla), Chapter in Earthquake Research and Analysis - Seismology, Seismotectonic and Earthquake Geology, pages 345-370, publisher: InTech (Sebastiano D'Amico, ed.), 2012. [bib] [pdf] |
| [2011] | Classification of three-way data by the dissimilarity representation (Diana Porro-Muñoz, Robert P.W. Duin, Isneri Talavera, Mauricio Orozco-Alzate), In Signal Processing, volume 91, number 11, pages 2520-2529, 2011. [bib] [pdf] [doi] |
| [2011] | Combining Dissimilarities for Three-Way Data Classification (Diana Porro-Muñoz, Isneri Talavera, Robert P.W. Duin, Mauricio Orozco-Alzate), In Computación y Sistemas, volume 15, number 1, pages 117-127, 2011. [bib] [pdf] |
| [2011] | Dissimilarity representation on functional spectral data for classification (Diana Porro-Muñoz, Isneri Talavera-Bustamante, Robert P.W. Duin, Noslen Hernández, Mauricio Orozco-Alzate), In Journal of Chemometrics, volume 25, number 9, pages 476-486, 2011. [bib] [pdf] [doi] |
| [2010] | Combinación fija de clasificadores para la discriminación de señales sísmicas volcánicas (Cristian Andrés Chu-Salgado, Mauricio Orozco-Alzate, John Makario Londoño-Bonilla), In Boletín de Ciencias de la Tierra, number 27, pages 37-48, 2010. [bib] [pdf] |
| [2009] | A generalization of dissimilarity representations using feature lines and feature planes (Mauricio Orozco-Alzate, Robert P.W. Duin, César Germán Castellanos-Domínguez), In Pattern Recognition Letters, volume 30, number 3, pages 242--254, 2009. [bib] [doi] |
| [2009] | Trends in Nearest Feature Classification for Face Recognition -- Achievements and Perspectives (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), Chapter in State of the Art in Face Recognition, pages 1--24, publisher: I-TECH Education and Publishing (Mario Ignacio Chacón-Murguía, ed.), 2009. [bib] [pdf] |
| [2007] | Clustering on Dissimilarity Representations for Detecting Mislabelled Seismic Signals at Nevado del Ruiz Volcano (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Earth Sciences Research Journal, volume 11, number 2, pages 131--138, 2007. [bib] [pdf] |
| [2007] | Nearest Feature Rules and Dissimilarity Representations for Face Recognition Problems (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), Chapter in Face Recognition, pages 337--356, publisher: I-TECH Education and Publishing (Kresimir Delac, Mislav Grgic, eds.), 2007. [bib] [pdf] |
| [2006] | Dissimilarity-based classification of seismic volcanic signals at Nevado del Ruiz volcano (Mauricio Orozco-Alzate, Marcelo Enrique García-Ocampo, Robert P.W. Duin, César Germán Castellanos-Domínguez), In Earth Sciences Research Journal, volume 10, number 2, pages 57--65, 2006. [bib] [pdf] |
| [2006] | Comparison of the nearest feature classifiers for face recognition (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Machine Vision and Applications, volume 17, number 5, pages 279--285, 2006. [bib] [pdf] [doi] |
| [2013] | Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks (Juan David Beltrán-Castro, Mauricio Orozco-Alzate César Germán Castellanos-Domínguez Juliana Valencia-Aguirre, Carlos M. Travieso-González), In International Work Conference on Artificial Neural Networks, IWANN 2013. Proceedings, volume 7902, pages 471-480 (Joan Cabestany, Gonzalo Joya, Ignacio Rojas, eds.), 2013. [bib] |
| [2012] | Red de monitoreo climático para dar apoyo a la prevención y atención de desastres en Manizales, Colombia (Jorge Julián Vélez-Upegui, Néstor Darío Duque-Méndez, Fernando Mejía-Fernández, Mauricio Orozco-Alzate), In III Congreso de Meteorología Tropical. Convención Trópico 2012, 2012. [bib] [pdf] [slides] |
| [2012] | Continuous Multi-way Shape Measure for Dissimilarity Representation (Diana Porro-Muñoz, Robert P.W. Duin, Isneri Talavera-Bustamante, Mauricio Orozco-Alzate), In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Proceedings of the 17th Iberoamerican Congress on Pattern Recognition CIARP 2012, volume 7441, pages 430-437 (Luis Álvarez-León, Luis Gómez-Déniz, Marta E. Mejail, Julio Jacobo, eds.), 2012. [bib] [pdf] [doi] |
| [2012] | On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces (Yenisel Plasencia-Calaña, Edel García-Reyes, Robert P.W. Duin, Mauricio Orozco-Alzate), In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Proceedings of the 17th Iberoamerican Congress on Pattern Recognition CIARP 2012, volume 7441, pages 503-510 (Luis Álvarez-León, Luis Gómez-Déniz, Marta E. Mejail, Julio Jacobo, eds.), 2012. [bib] [pdf] [poster] [doi] |
| [2012] | Automatic Classification of Volcanic Earthquakes in HMM-induced Vector Spaces (Riccardo Avesani, Alessio Azzoni, Manuele Bicego, Mauricio Orozco-Alzate), In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Proceedings of the 17th Iberoamerican Congress on Pattern Recognition CIARP 2012, volume 7441, pages 640-647 (Luis Álvarez-León, Luis Gómez-Déniz, Marta E. Mejail, Julio Jacobo, eds.), 2012. [bib] [pdf] [slides] [doi] |
| [2011] | Feature and dissimilarity representations for the sound-based recognition of bird species (José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Progress in Pattern Recognition, Image Analysis and Applications. Proceedings of the 16th Iberoamerican Congress on Pattern Recognition CIARP 2011, volume 7042, pages 451-458 (César San-Martín, Sang-Woon Kim, eds.), 2011. [bib] [pdf] [slides] [doi] |
| [2011] | A New Method for Prototype Selection in Dissimilarity Spaces (Yenisel Plasencia-Calaña, Edel García-Reyes, Robert P.W. Duin, Mauricio Orozco-Alzate), In IX Congreso Nacional de Reconocimiento de Patrones - RECPAT2011, 2011. [bib] |
| [2011] | Minería de Datos para el Análisis de Datos Meteorológicos (Néstor Darío Duque-Méndez, Mauricio Orozco-Alzate, Luisa Hincapié), In Tendencias en Ingeniería de Software e Inteligencia Artificial, volume 4, pages 104--115 (Carlos Mario Zapata-Jaramillo, Gloria Lucía Giraldo-Gómez, Juan David Velásquez-Henao, eds.), 2011. [bib] [pdf] |
| [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), In Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR2010), pages 814--817, 2010. [bib] [pdf] [slides] [doi] |
| [2010] | Prototype selection for dissimilarity representation by a genetic algorithm (Yenisel Plasencia-Calaña, Edel García-Reyes, Mauricio Orozco-Alzate, Robert P.W. Duin), In Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR2010), pages 177--180, 2010. [bib] [pdf] [doi] |
| [2010] | Representaciones de disimilitudes en bioacústica computacional: una metodología para el monitoreo automatizado de aves (Mauricio Orozco-Alzate, Carolina Acosta-Muñoz, Sergio Ocampo-Tobón), In Simposio Avances en Bioacústica en la Ornitología Colombiana. III Congreso de Ornitología Colombiana, 2010. [bib] [pdf] [slides] |
| [2010] | Classification of volcano events observed by multiple seismic stations (Robert P.W. Duin, Mauricio Orozco-Alzate, John Makario Londoño-Bonilla), In SNN Symposium 2010: Intelligent Machines, 2010. [bib] [pdf] |
| [2010] | Classification of volcano events observed by multiple seismic stations (Robert P.W. Duin, Mauricio Orozco-Alzate, John Makario Londoño-Bonilla), In Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR2010), pages 1052--1055, 2010. [bib] [pdf] [poster] [doi] |
| [2009] | Clasificación de eventos sísmicos en el volcán Nevado del Ruiz empleando reglas fijas de combinación de clasificadores (Cristian Andrés Chu-Salgado, Mauricio Orozco-Alzate), In Tendencias en Ingeniería de Software e Inteligencia Artificial, volume 3, pages 215--220 (Carlos Mario Zapata-Jaramillo, Gloria Lucía Giraldo-Gómez, Juan David Velásquez-Henao, eds.), 2009. [bib] [pdf] [slides] |
| [2009] | Representación de máxima covarianza por ventanas temporales/espectrales orientada a la clasificación de señales (Carolina Acosta-Muñoz, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Tendencias en Ingeniería de Software e Inteligencia Artificial, volume 3, pages 175--182 (Carlos Mario Zapata-Jaramillo, Gloria Lucía Giraldo-Gómez, Juan David Velásquez-Henao, eds.), 2009. [bib] [pdf] |
| [2008] | 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), In Progress in Pattern Recognition, Image Analysis and Applications. Proceedings of the 13th Iberoamerican Congress on Pattern Recognition CIARP 2008, volume 5197, pages 708--715 (José Ruiz-Shulcloper, Walter G. Kropatsch, eds.), 2008. [bib] [pdf] [slides] [doi] |
| [2007] | On Selecting Middle-Length Feature Lines for Dissimilarity-based Classification (Mauricio Orozco-Alzate, Robert P.W. Duin, César Germán Castellanos-Domínguez), In XII Simposio de Tratamiento de Señales, Imágenes y Visión Artificial, STSIVA 2007, 2007. [bib] [pdf] [slides] |
| [2007] | Generalizing Dissimilarity Representations Using Feature Lines (Mauricio Orozco-Alzate, Robert P.W. Duin, César Germán Castellanos-Domínguez), In Progress in Pattern Recognition, Image Analysis and Applications. Proceedings of the 12th Iberoamerican Congress on Pattern Recognition CIARP 2007, volume 4756, pages 370--379 (Luis Rueda, Domingo Mery, Josef Kittler, eds.), 2007. [bib] [pdf] [slides] [doi] |
| [2006] | Variational Shape Model for Lip Postures Recognition Using GA (Jorge Alberto Jaramillo-Garzón, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez, Juan Carlos Riaño-Rojas), In Proceedings Electronics, Robotics and Automotive Mechanics Conference (CERMA'06), volume 1, pages 25--29, 2006. [bib] [pdf] [doi] |
| [2006] | Quantifying the computational complexity of the nearest features classifiers (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Segundo Simposio Regional de Electrónica y Aplicaciones Industriales IEEE, pages 1--5, 2006. [bib] |
| [2006] | Dissimilarity-based classification of seismic volcanic signals at Nevado del Ruiz volcano (Mauricio Orozco-Alzate, Marcelo Enrique García-Ocampo, Robert P.W. Duin, César Germán Castellanos-Domínguez), In 2nd Latin-American Congress of Seismology, 2006. [bib] [pdf] [slides] |
| [2004] | Optimización de los parámetros de control del algoritmo genético simple usando regresión de vectores de soporte (Mauricio Orozco-Alzate), In IX Simposio de Tratamiento de Señales, Imágenes y Visión Artificial, 2004. [bib] [pdf] |
| [2003] | Identificación de estados funcionales en bioseñales empleando Máquinas de Soporte Vectorial (Ricardo Henao-Giraldo, Carlos Fabián Ojeda-Sabogal, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez), In Congreso Internacional de Inteligencia Computacional, 2003. [bib] [pdf] |
| [2003] | Extracción de Características usando wavelets en la identificación de patologías de ECG (Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez, Rubén Orozco-Morales), In I Congreso Colombiano de Bioingeniería de Ingeniería Biomédica, 2003. [bib] [pdf] |
| [2003] | Extracción de características usando transformada wavelet en la clasificación de arritmias cardiacas (Mauricio Orozco-Alzate, Rubén Orozco-Morales, Carlos Fabián Ojeda-Sabogal, César Germán Castellanos-Domínguez), In II Congreso Internacional de Ingenierías Eléctrica y Electrónica, 2003. [bib] [pdf] |
| [2013] | On the Informativeness of Asymmetric Dissimilarities (Yenisel Plasencia-Calaña, Veronika Cheplygina, Robert P.W. Duin, Edel B. García-Reyes, Mauricio Orozco-Alzate, David M. J. Tax, Marco Loog), In Similarity-Based Pattern and Recognition: Second International Workshop, SIMBAD 2013. Proceedings (Edwin R. Hancock, Marcello Pelillo, eds.), 2013. [bib] |
| [2011] | Dissimilarity-based classification for bioacoustic monitoring of bird species (José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate), In XI Latin American Robotics Competition & Colombian Conference on Automatic Control & II Industry Applications Society Colombian Workshop, IEEE-LARC & CCAC 2011, 2011. [bib] [slides] [doi] |
| [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), In Similarity-Based Pattern and Recognition: First International Workshop, SIMBAD 2011. Proceedings, volume 7005, pages 306-320 (Marcello Pelillo, Edwin R. Hancock, eds.), 2011. [bib] [pdf] [slides] [poster] [doi] |
| [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), In Structural, Syntactic and Statistical Pattern Recognition: Proceedings of the Joint IAPR International Workshop, SSPR and SPR 2010, volume 6218, pages 569--578 (Edwin R. Hancock, Richard C. Wilson, Terry Windeatt, Ilkay Ulusoy, Francisco Escolano, eds.), 2010. [bib] [pdf] [slides] [video] [doi] |
| [2012] | Representations for Pattern Recognition (Mauricio Orozco-Alzate), Presentation (Talk) - Workshop in Math, Images and Security. Universidad Nacional de Colombia - Sede Manizales, 2012. [bib] |
| [2011] | Bioacústica computacional: Técnicas de procesamiento y reconocimiento de señales para la identificación automatizada de taxones (Mauricio Orozco-Alzate), Conferencia magistral por invitación del Departamento de Ciencias Biológicas de la Universidad de Caldas, 2011. [bib] [pdf] |
| [2011] | The Automated Identification of Volcanic Earthquakes: Concepts, Applications and Challenges (Mauricio Orozco-Alzate), Presentation (Talk) - Primera Semana de la Investigación, Universidad Nacional de Colombia, 2011. [bib] [pdf] [slides] |
| [2010] | Prototype selection methods for dissimilarity space classification (Yenisel Plasencia-Calaña, Edel García-Reyes, Robert P.W. Duin, Mauricio Orozco-Alzate), Technical report, Centro de Aplicaciones de Tecnologías de Avanzada. Reporte técnico: Reconocimiento de patrones - Serie azul. RNPS: 2142. ISSN: 2072-6287, 2010. [bib] [pdf] |
| [2010] | Dissimilarity representations and pattern recognition for environmental/ecological monitoring (Mauricio Orozco-Alzate), Presentations (Talks) at the Faculty of Mines, Universidad Nacional de Colombia Sede Medellín, 2010. [bib] [pdf] |
| [2010] | Statistical pattern recognition: introduction, application to volcano monitoring and spin-off case (Mauricio Orozco-Alzate), Presentación en el I seminario sobre creación de empresas tecnológicas. Universidad Nacional de Colombia Sede Manizales, 2010. [bib] |
| [2009] | Generalized dissimilarity representations for pattern recognition and pattern recognition techniques for classifying seismic volcanic signals (Mauricio Orozco-Alzate), Presentation (Talk) at the Department of Computer Science and Engineering of the Pontificia Universidad Javeriana in Cali, Colombia, 2009. [bib] [pdf] [slides] |
| [2008] | Generalized Dissimilarity Representations for Pattern Recognition (Mauricio Orozco-Alzate), PhD thesis, Universidad Nacional de Colombia Sede Manizales, 2008. [bib] [pdf] [slides] |
| [2007] | Statistical pattern recognition: Introduction, representations and classification (Mauricio Orozco-Alzate), Presentations (Talks) in II Semana Técnica de Ingeniería Electrónica. Programa de Ingeniería Electrónica. Facultad de Ingeniería, Universidad Surcolombiana – Neiva, Huila, 2007. [bib] |
| [2005] | Selección efectiva de características wavelet en la identificación de bioseñales 1-D y 2-D usando algoritmos genéticos (Mauricio Orozco-Alzate), Master's thesis, Universidad Nacional de Colombia Sede Manizales, 2005. [bib] [pdf] [slides] |
| [2003] | Clasificación de Arritmias Cardíacas usando Transformada Wavelet y Técnicas de Reconocimiento de Patrones (Mauricio Orozco-Alzate), Trabajo de grado - Ingeniería Electrónica, Universidad Nacional de Colombia Sede Manizales, 2003. [bib] [pdf] [slides] |
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