Conferences

CONFERENCES (last 10 years)

•I. Bermón-Rojas, C. Isaza, L.E. Molles and C.L. Bedoya, “Scaling vision transformers for acoustic biodiversity assessments”, IBAC 2025 XXIX International Bioacoustics Congress, Dinamarca septiembre 2025

•M.J. Guerrero, A. Einizade., J. Giraldo, J. M. Daza, César A. Uribe and C. Isaza, “From brain connectomes to soundscape connectomes: A graph-based unsupervised approach for acoustic heterogeneity identification”, IBAC 2025 XXIX International Bioacoustics Congress, Dinamarca septiembre 2025

•I. Bermón-Rojas, C. Isaza, L.E. Molles and C.L. Bedoya, “Identificación acústica a gran escala de la fauna terrestre de Nueva Zelanda”, 2do Congreso Colombiano de Bioacústica y Ecoacústica, Medellín noviembre 2024

•M.J. Guerrero, C. Sánchez-Giraldo, C.A. Uribe, V. Martínez, J.M. Daza and C. Isaza, “De conectomas cerebrales a conectomas de paisajes sonoros: perspectivas para la representación de heterogeneidad del paisaje mediante análisis acústico”, 2do Congreso Colombiano de Bioacústica y Ecoacústica, Medellín noviembre 2024

•D. Cuartas-Marulanda, C. Isaza, L.E. Molles and C.L. Bedoya, “Separación automática de duetos y contracantos en sonidos de aves usando redes neuronales profundas”, 2do Congreso Colombiano de Bioacústica y Ecoacústica, Medellín noviembre 2024

•M.J. Guerrero, J.M. Daza, C. Paniagua-Villada and C. Isaza, “Unsupervised Multi-Species Call Identification through Soundscape Decomposition”, 5th World Ecoacoustics Congress, Madrid julio 2024

•M.J. Guerrero, C. Sanchez-Giraldo, C. Uribe, J.M. Daza and C. Isaza, “Graphical Representation of Ecological Heterogeneity in Colombian Oil Palm plantation based on Unsupervised Acoustic Analysis”, 5th World Ecoacoustics Congress, Madrid julio 2024

•M.J. Guerrero, S. Taborda, J.M. Daza and C. Isaza, “A Comparative Study of Computational Intelligence Methods for Audio Analysis in Animal Identification within Tropical Ecosystems”, IARIA Congress, ISBN: 978-1-68558-180-0, Portugal julio 2024

•J. Santamaria, J. Giraldo, A. Diaz and C. Isaza, “Audio vs. Visual Approaches to Monitor the Critically Endangered Species Atlapetes blancae: Developing Deep Learning Models with Limited data”, IARIA Congress, ISBN: ISBN: 978-1-68558-180-0, Portugal julio 2024

•J. Santamaria, J. Giraldo-Zuluaga, A. Diaz and C. Isaza “Identificación automática de Atlapetes blancae en audio y video aplicando técnicas de inteligencia artificial”, VI Congreso Colombiano de Zoología. ISSN: 2422-5134, 2023

•N. Rendón, J. Giraldo, S. Rodriguez-Buritica, C. Sanchez-Giraldo, J. M. Daza and C. Isaza “Heterogeneidad acústica en el monitoreo de la transformación ecológica del bosque seco tropical colombiano usando algoritmos de clustering”, VI Congreso Colombiano de Zoología. ISSN: 2422-5134, 2023

•C. Martínez, C. Paniagua, E. Ramírez, D. Rodriguez, C. Isaza, J. D. López, C. Sánchez-Giraldo and J.M. Daza, “Optimización del diseño de muestreo espacial para el estudio de paisajes sonoros: caso de estudio en los llanos Colombianos”, VI Congreso Colombiano de Zoología. ISSN: 2422-5134, 2023

•N. Rendon, S. Rodríguez-Buriticá and C. Isaza, “Identification of Tropical Dry Forest Transformation in the Colombian Caribbean Region Using Acoustic Recordings through Unsupervised Learning", IARIA 2022: The 2022 IARIA Annual congress on Frontiers in Science, Technology, Services and Applications, Nice, ISBN 978-1-68558-017-9, julio 2022

•D. Duque and C. Isaza, “Automatic Ecosystem Identification using Psychoacoustical Features", PRAI 2018 Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence, Pages 1-4 ISBN 978-1-4503-6482-9, ACM, Agosto 2018

https://dl.acm.org/doi/10.1145/3243250.3243251

•C. Isaza, L. Pulido and A. Diaz-Pulido, “NAIRA a tool to automatic mammals genera identification in Camera Trapping Pictures”, 10th International Conference on Ecological Informatics, septiembre 2018.

•C. Sanchez-Giraldo, E. Cano, W Gomez, D. Duque, C. Isaza, C. Bedoya and J.M. Daza, “Understanding the Relationship in a Tropical Andean Environment”, 10th International Conference on Ecological Informatics, septiembre 2018

•E. Cano, C. Bedoya, C. Isaza and J.M Daza, “Using automated species identification in passive acoustic recording to test the acoustic niche partition hypothesis in Neotropical frogs”, 10th International Conference on Ecological Informatics, septiembre 2018.

•J.M Daza, C. Isaza, C. Bedoya, E. Cano, D. Duque, W. Gómez and C. Sanchez-Giraldo, “Automating biological monitoring on the Northern Andes of South America: combining biology and machine learning for conservation”, 10th International Conference on Ecological Informatics, septiembre 2018.

•D. Duque, C. Isaza and J.M Daza, “Assessing Ecosystem Change using Soundscape Analysis”, 10th International Conference on Ecological Informatics, septiembre 2018.

•W. Gómez, C. Isaza, S. Gómez, J.M Daza and C. Bedoya, “AUREAS: a tool for recognition of anuran vocalizations”, 10th International Conference on Ecological Informatics, septiembre 2018.

•A.M. Cardenas, C. Isaza, J. Uribe and A.M. Hernandez, “Gait Parameters Identification for the Differentiation of Neurodegenerative Diseases using Classifiers", GMEPE / PAHCE 2018, ISBN 978-1-5386-5473-6, Portugal, Marzo 2018

•A.M. Cardenas, C. Isaza, J. Uribe and A.M. Hernandez, “Classification Techniques for the Recognition of Neuromuscular Diseases", IBERDISCAP 2017, Bogota, noviembre 2017

•C. Isaza, L. Pulido and A. Diaz, “Automatic identification of mammal genera in camera trapping pictures using support vector machines and bag of words”, 12th International Mammalogical Congress, Julio 2017.

•A. Diaz, L. Pulido and C. Isaza, “NAIRA: a tool in the management and processing of camera trap images”, 28th International Congress for Conservation Biology ICCB2017, julio 2017.

•L. Pulido, C. Isaza and A. Díaz, “Methodology for Mammal Classification in Camera Trap Images”, ICVM 2016, The 9th International Conference on Machine Vision, Proceedings of SPIE- vol. 10341 103410I-1, doi: 10.1117/12.2268732, ISSN 0277-786X noviembre 2016

•D. Gaitan, C. Isaza, W. Gómez and J. Daza, “Categorization of Ecosystems based on Soundcape Analysis: a perspective from Image Classification”, The 16th International Conference on Computational Science & Computational Intelligence, CSCI, ISBN: 978-1-5090-5510-4, Diciembre 2016. DOI:// 10.1109/CSCI.2016.0148

•J. Rojano, Isaza C., “Singular Value Decomposition of the Time-Frequency Distribution of PPG Signals for Motion Artifact Reduction”, International Conference on Frontiers of Signal Processing (ICFSP 2015), Barcelona, diciembre, 2015.

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