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2020 – today
- 2024
[j11]Andrés Eduardo Castro-Ospina
, Miguel Angel Solarte-Sanchez, Laura Stella Vega-Escobar, Claudia Isaza, Juan David Martínez-Vargas:
Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks. Sensors 24(7): 2106 (2024)- [j10]Daniel Alexis Nieto-Mora, Maria Cristina Ferreira de Oliveira, Camilo Sánchez-Giraldo, Leonardo Duque-Muñoz, Claudia Victoria Isaza Narvaez, Juan David Martínez-Vargas:
Soundscape Characterization Using Autoencoders and Unsupervised Learning. Sensors 24(8): 2597 (2024) - [j9]Andrés Felipe Giraldo-Forero, Paula Andrea Rodríguez Marín, Claudia Victoria Isaza Narvaez, Juan Manuel Daza-Rojas:
Ecoacoustic bank: A software for ecoacoustics data management. SoftwareX 27: 101822 (2024) - 2023
- [j8]Nestor Rendon, Jhony H. Giraldo, Thierry Bouwmans, Susana Rodríguez-Buritica, Edison Ramirez, Claudia Isaza:
Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning. Eng. Appl. Artif. Intell. 124: 106635 (2023) - 2022
- [c12]María Isabel Cano, Claudia Isaza, Angela Sucerquia, Natalia Trujillo, José David López:
Markers of Exposure to the Colombian Armed Conflict: A Machine Learning Approach. IBERAMIA 2022: 185-195 - [c11]Maria J. Guerrero, Jonathan Restrepo, Daniel Alexis Nieto-Mora, Juan M. Daza, Claudia Isaza:
Insights from Deep Learning in Feature Extraction for Non-supervised Multi-species Identification in Soundscapes. IBERAMIA 2022: 218-230 - 2020
- [j7]Luis Morales, José Aguilar, Danilo Chávez, Claudia Isaza:
LAMDA-HAD, an Extension to the LAMDA Classifier in the Context of Supervised Learning. Int. J. Inf. Technol. Decis. Mak. 19(1): 283-316 (2020)
2010 – 2019
- 2018
- [j6]William E. Gómez, Claudia V. Isaza, Juan M. Daza:
Identifying disturbed habitats: A new method from acoustic indices. Ecol. Informatics 45: 16-25 (2018) - 2017
- [j5]Frank A. Ruiz, Claudia Isaza, Andrés F. Agudelo, John R. Agudelo:
A new criterion to validate and improve the classification process of LAMDA algorithm applied to diesel engines. Eng. Appl. Artif. Intell. 60: 117-127 (2017) - 2016
- [c10]Luis Pulido Castelblanco, Claudia Victoria Isaza Narvaez, Angélica Díaz-Pulido:
Methodology for mammal classification in camera trap images. ICMV 2016: 103410I - 2014
- [j4]Carol Bedoya, Claudia Isaza, Juan M. Daza, José David López:
Automatic recognition of anuran species based on syllable identification. Ecol. Informatics 24: 200-209 (2014) - [j3]Claudia Isaza, Henry O. Sarmiento, Tatiana Kempowsky-Hamon, Marie-Véronique Le Lann:
Situation prediction based on fuzzy clustering for industrial complex processes. Inf. Sci. 279: 785-804 (2014) - [c9]Carol Bedoya, Julio Waissman Vilanova, Claudia Victoria Isaza Narvaez:
Yager-Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition. MICAI (2) 2014: 382-391 - 2013
- [j2]Javier F. Botía, Claudia Isaza, Tatiana Kempowsky, Marie-Véronique Le Lann, Joseph Aguilar-Martin:
Automaton based on fuzzy clustering methods for monitoring industrial processes. Eng. Appl. Artif. Intell. 26(4): 1211-1220 (2013) - [c8]Marcela Vallejo, Claudia V. Isaza, José David López:
Artificial Neural Networks as an alternative to traditional fall detection methods. EMBC 2013: 1648-1651 - 2012
- [j1]Cuauhtémoc López Martín, Claudia Isaza, Arturo Chavoya:
Software development effort prediction of industrial projects applying a general regression neural network. Empir. Softw. Eng. 17(6): 738-756 (2012) - [c7]Henry O. Sarmiento, Claudia Isaza, Tatiana Kempowsky-Hamon:
Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring. IBERAMIA 2012: 340-349 - [c6]Carol Bedoya, Cesar A. Uribe, Claudia Isaza:
Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process. IBERAMIA 2012: 350-360 - 2011
- [c5]Cesar A. Uribe, Claudia Isaza, Jose F. Florez-Arango:
Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk. FSKD 2011: 1621-1625 - 2010
- [c4]Cesar A. Uribe, Claudia Isaza, Oscar Gualdron, Cristian Duran, Adrian Carvajal:
A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems. BWCCA 2010: 482-487
2000 – 2009
- 2009
- [c3]Cesar A. Uribe, Claudia Isaza:
Integration Methodology of Face Detection and Speech Recognition. IPCV 2009: 399-405 - 2007
- [c2]Joseph Aguilar-Martin, Claudia Isaza, Eduard Diez-Lledo, Marie-Véronique Le Lann, Julio Waissman Vilanova:
Process Monitoring Using Residuals and Fuzzy Classification with Learning Capabilities. IFSA (2) 2007: 275-284 - 2006
- [c1]Claudia Isaza, Joseph Aguilar-Martin, Marie-Véronique Le Lann, J. Aguilar, A. Rios-Bolivar:
An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes. CCIA 2006: 80-87
Coauthor Index
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