Claudia Isaza

24 papers A 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift.
CoRR
Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2026 J jnl
WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift.
Int. J. Comput. Vis.
Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2025 A conf
CATALOG: A Camera Trap Language-Guided Contrastive Learning Model.
WACV
Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2025 J jnl
Detecting labeling errors in bioacoustics through dimensionality reduction and clustering techniques.
Ecol. Informatics
Jonathan Gallego, Maria J. Guerrero, Juan M. Daza, Claudia Isaza, José David López
2025 J jnl
Letting ecosystems speak for themselves: An unsupervised methodology for mapping landscape acoustic heterogeneity.
Environ. Model. Softw.
Nestor Rendon, Maria J. Guerrero, Camilo Sánchez-Giraldo, Víctor M. Martinez-Arias, Carolina Paniagua-Villada, Thierry Bouwmans, Juan M. Daza, Claudia Isaza
2024 J jnl
CATALOG: A Camera Trap Language-guided Contrastive Learning Model.
CoRR
Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2024 J jnl
Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks.
Sensors
Andrés Eduardo Castro-Ospina, Miguel Angel Solarte-Sanchez, Laura Stella Vega-Escobar, Claudia Isaza, Juan David Martínez-Vargas
2023 J jnl
Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning.
Eng. Appl. Artif. Intell.
Nestor Rendon, Jhony H. Giraldo, Thierry Bouwmans, Susana Rodríguez-Buritica, Edison Ramirez, Claudia Isaza
2022 — conf
Insights from Deep Learning in Feature Extraction for Non-supervised Multi-species Identification in Soundscapes.
IBERAMIA
Maria J. Guerrero, Jonathan Restrepo, Daniel Alexis Nieto-Mora, Juan M. Daza, Claudia Isaza
2022 — conf
Markers of Exposure to the Colombian Armed Conflict: A Machine Learning Approach.
IBERAMIA
María Isabel Cano, Claudia Isaza, Angela Sucerquia, Natalia Trujillo, José David López
2020 J jnl
LAMDA-HAD, an Extension to the LAMDA Classifier in the Context of Supervised Learning.
Int. J. Inf. Technol. Decis. Mak.
Luis Morales, José Aguilar, Danilo Chávez, Claudia Isaza
2017 J jnl
A new criterion to validate and improve the classification process of LAMDA algorithm applied to diesel engines.
Eng. Appl. Artif. Intell.
Frank A. Ruiz, Claudia Isaza, Andrés F. Agudelo, John R. Agudelo
2014 J jnl
Automatic recognition of anuran species based on syllable identification.
Ecol. Informatics
Carol Bedoya, Claudia Isaza, Juan M. Daza, José David López
2014 J jnl
Situation prediction based on fuzzy clustering for industrial complex processes.
Inf. Sci.
Claudia Isaza, Henry O. Sarmiento, Tatiana Kempowsky-Hamon, Marie-Véronique Le Lann
2013 J jnl
Automaton based on fuzzy clustering methods for monitoring industrial processes.
Eng. Appl. Artif. Intell.
Javier F. Botía, Claudia Isaza, Tatiana Kempowsky, Marie-Véronique Le Lann, Joseph Aguilar-Martin
2012 — conf
Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring.
IBERAMIA
Henry O. Sarmiento, Claudia Isaza, Tatiana Kempowsky-Hamon
2012 J jnl
Software development effort prediction of industrial projects applying a general regression neural network.
Empir. Softw. Eng.
Cuauhtémoc López Martín, Claudia Isaza, Arturo Chavoya
2012 — conf
Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process.
IBERAMIA
Carol Bedoya, Cesar A. Uribe, Claudia Isaza
2011 — conf
Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk.
FSKD
Cesar A. Uribe, Claudia Isaza, Jose F. Florez-Arango
2010 — conf
A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems.
BWCCA
Cesar A. Uribe, Claudia Isaza, Oscar Gualdron, Cristian Duran, Adrian Carvajal
2010 J jnl
Intelligent Fault Diagnosis and Prognosis using state validations in a drinking water plant.
Res. Comput. Sci.
Claudia Isaza, Héctor-Ricardo Hernandez-de Leon, Jorge-Luis Camas-Anzueto, Madaín Pérez Patricio, Nicolás Juárez, Rafael Mota
2009 — conf
Integration Methodology of Face Detection and Speech Recognition.
IPCV
Cesar A. Uribe, Claudia Isaza
2007 — conf
Process Monitoring Using Residuals and Fuzzy Classification with Learning Capabilities.
IFSA (2)
Joseph Aguilar-Martin, Claudia Isaza, Eduard Diez-Lledo, Marie-Véronique Le Lann, Julio Waissman-Vilanova
2006 — conf
An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes.
CCIA
Claudia Isaza, Joseph Aguilar-Martin, Marie-Véronique Le Lann, J. Aguilar, A. Rios-Bolivar