An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes. - Claudia Isaza; Joseph Aguilar-Martin; Marie-Véronique Le Lann; J. Aguilar; A. Rios-Bolivar (CCIA, 2006)

Process Monitoring Using Residuals and Fuzzy Classification with Learning Capabilities. - Joseph Aguilar-Martin; Claudia Isaza; Eduard Diez-Lledo; Marie-Véronique Le Lann; Julio Waissman Vilanova (IFSA (2), 2007)

Integration Methodology of Face Detection and Speech Recognition. - Cesar A. Uribe; Claudia Isaza (IPCV, 2009)

A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems. - Cesar A. Uribe; Claudia Isaza; Oscar Gualdron; Cristian Duran; Adrian Carvajal (BWCCA, 2010)

Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk. - Cesar A. Uribe; Claudia Isaza; Jose F. Florez-Arango (FSKD, 2011)

Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process. - Carol Bedoya; Cesar A. Uribe; Claudia Isaza (IBERAMIA, 2012)

Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring. - Henry O. Sarmiento; Claudia Isaza; Tatiana Kempowsky-Hamon (IBERAMIA, 2012)

Software development effort prediction of industrial projects applying a general regression neural network. - Cuauhtémoc López Martín; Claudia Isaza; Arturo Chavoya (Empir. Softw. Eng., 2012)

Artificial Neural Networks as an alternative to traditional fall detection methods. - Marcela Vallejo; Claudia V. Isaza; José David López (EMBC, 2013)

Automaton based on fuzzy clustering methods for monitoring industrial processes. - Javier F. Botía; Claudia Isaza; Tatiana Kempowsky; Marie-Véronique Le Lann; Joseph Aguilar-Martin (Eng. Appl. Artif. Intell., 2013)

Yager-Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition. - Carol Bedoya; Julio Waissman Vilanova; Claudia Victoria Isaza Narvaez (MICAI (2), 2014)

Automatic recognition of anuran species based on syllable identification. - Carol Bedoya; Claudia Isaza; Juan M. Daza; José David López (Ecol. Informatics, 2014)

Situation prediction based on fuzzy clustering for industrial complex processes. - Claudia Isaza; Henry O. Sarmiento; Tatiana Kempowsky-Hamon; Marie-Véronique Le Lann (Inf. Sci., 2014)

Methodology for mammal classification in camera trap images. - Luis Pulido Castelblanco; Claudia Victoria Isaza Narvaez; Angélica Díaz-Pulido (ICMV, 2016)

A new criterion to validate and improve the classification process of LAMDA algorithm applied to diesel engines. - Frank A. Ruiz; Claudia Isaza; Andrés F. Agudelo; John R. Agudelo (Eng. Appl. Artif. Intell., 2017)

Identifying disturbed habitats: A new method from acoustic indices. - William E. Gómez; Claudia V. Isaza; Juan M. Daza (Ecol. Informatics, 2018)

LAMDA-HAD, an Extension to the LAMDA Classifier in the Context of Supervised Learning. - Luis Morales 001; José Aguilar 001; Danilo Chávez; Claudia Isaza (Int. J. Inf. Technol. Decis. Mak., 2020)

Markers of Exposure to the Colombian Armed Conflict: A Machine Learning Approach. - María Isabel Cano; Claudia Isaza; Angela Sucerquia; Natalia Trujillo; José David López (IBERAMIA, 2022)

Insights from Deep Learning in Feature Extraction for Non-supervised Multi-species Identification in Soundscapes. - Maria J. Guerrero; Jonathan Restrepo; Daniel Alexis Nieto-Mora; Juan M. Daza; Claudia Isaza (IBERAMIA, 2022)

Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning. - Nestor Rendon; Jhony H. Giraldo; Thierry Bouwmans; Susana Rodríguez-Buritica; Edison Ramirez; Claudia Isaza (Eng. Appl. Artif. Intell., 2023)

Ecoacoustic bank: A software for ecoacoustics data management. - Andrés Felipe Giraldo-Forero; Paula Andrea Rodríguez Marín; Claudia Victoria Isaza Narvaez; Juan Manuel Daza-Rojas (SoftwareX, 2024)

Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks. - Andrés Eduardo Castro-Ospina; Miguel Angel Solarte-Sanchez; Laura Stella Vega-Escobar; Claudia Isaza; Juan David Martínez-Vargas (Sensors, 2024)

Soundscape Characterization Using Autoencoders and Unsupervised Learning. - Daniel Alexis Nieto-Mora; Maria Cristina Ferreira de Oliveira; Camilo Sánchez-Giraldo; Leonardo Duque-Muñoz; Claudia Victoria Isaza Narvaez; Juan David Martínez-Vargas (Sensors, 2024)

CATALOG: A Camera Trap Language-Guided Contrastive Learning Model. - Julian D. Santamaria; Claudia Isaza; Jhony H. Giraldo (WACV, 2025)

Letting ecosystems speak for themselves: An unsupervised methodology for mapping landscape acoustic heterogeneity. - Nestor Rendon; Maria J. Guerrero; Camilo Sánchez-Giraldo; Víctor M. Martinez-Arias; Carolina Paniagua-Villada; Thierry Bouwmans; Juan M. Daza; Claudia Isaza (Environ. Model. Softw., 2025)