Claudia Isaza

According to our database, Claudia Isaza authored at least 23 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, April, 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, April, 2024

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

2023

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

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

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

Markers of Exposure to the Colombian Armed Conflict: A Machine Learning Approach.

María Isabel Cano, Claudia Isaza, Angela Sucerquia, Natalia Trujillo, José David López

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

2020

LAMDA-HAD, an Extension to the LAMDA Classifier in the Context of Supervised Learning.

Luis Morales, José Aguilar, Danilo Chávez, Claudia Isaza

Int. J. Inf. Technol. Decis. Mak., 2020

2018

Identifying disturbed habitats: A new method from acoustic indices.

William E. Gómez, Claudia V. Isaza, Juan M. Daza

Ecol. Informatics, 2018

2017

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

2016

Methodology for mammal classification in camera trap images.

Luis Pulido Castelblanco, Claudia Victoria Isaza Narvaez, Angélica Díaz-Pulido

Proceedings of the Ninth International Conference on Machine Vision, 2016

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

Automatic recognition of anuran species based on syllable identification.

Carol Bedoya, Claudia Isaza, Juan M. Daza, José David López

Ecol. Informatics, 2014

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

Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

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

Artificial Neural Networks as an alternative to traditional fall detection methods.

Marcela Vallejo, Claudia V. Isaza, José David López

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

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

Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring.

Henry O. Sarmiento, Claudia Isaza, Tatiana Kempowsky-Hamon

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process.

Carol Bedoya, Cesar A. Uribe, Claudia Isaza

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011

Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk.

Cesar A. Uribe, Claudia Isaza, Jose F. Florez-Arango

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010

A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems.

Cesar A. Uribe, Claudia Isaza, Oscar Gualdron, Cristian Duran, Adrian Carvajal

Proceedings of the Fifth International Conference on Broadband and Wireless Computing, 2010

2009

Integration Methodology of Face Detection and Speech Recognition.

Cesar A. Uribe, Claudia Isaza

Proceedings of the 2009 International Conference on Image Processing, 2009

2007

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

Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

2006

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

Proceedings of the Artificial Intelligence Research and Development, 2006