Claudia Isaza

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 6

Top Topics

Classification Process

Unsupervised Learning

Top Venues

Eng. Appl. Artif. Intell.

Publications

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) (2024)
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 (2023)
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)
Maria J. Guerrero, Jonathan Restrepo, Daniel A. Nieto-Mora, Juan M. Daza, Claudia Isaza
Insights from Deep Learning in Feature Extraction for Non-supervised Multi-species Identification in Soundscapes. IBERAMIA (2022)
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) (2020)
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 (2017)
Carol Bedoya, Claudia Isaza, Juan M. Daza, José D. López
Automatic recognition of anuran species based on syllable identification. Ecol. Informatics 24 (2014)
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 (2014)
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) (2013)
Henry O. Sarmiento, Claudia Isaza, Tatiana Kempowsky-Hamon
Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring. IBERAMIA (2012)
Carol Bedoya, Cesar A. Uribe, Claudia Isaza
Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process. IBERAMIA (2012)
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) (2012)
Cesar A. Uribe, Claudia Isaza, Jose F. Florez-Arango
Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk. FSKD (2011)
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)
Cesar A. Uribe, Claudia Isaza
Integration Methodology of Face Detection and Speech Recognition. IPCV (2009)
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)
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)