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, I maintain a page that provides links to all my co-authors and co-editors.
| [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] |
| [2012] | Bird in the hand: An electronic field guide app for bird watchers (Martín Roa-Villescas, Mauricio Orozco-Alzate), In IEEE Potentials, 2012. [bib] |
| [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] [pdf] [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] |
| [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] |
| [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] |
| [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) - Promera 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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