Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation
Jimenez-Castaño, Cristian Alfonso, Álvarez-Meza, Andrés Marino, Aguirre-Ospina, Oscar David, Cárdenas-Peña, David Augusto, Orozco-Gutiérrez, Álvaro Angel
Published in Sensors (Basel, Switzerland) (20.11.2021)
Published in Sensors (Basel, Switzerland) (20.11.2021)
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Journal Article
A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments
Cardona-Álvarez, Yeison Nolberto, Álvarez-Meza, Andrés Marino, Cárdenas-Peña, David Augusto, Castaño-Duque, Germán Albeiro, Castellanos-Dominguez, German
Published in Sensors (Basel, Switzerland) (01.04.2023)
Published in Sensors (Basel, Switzerland) (01.04.2023)
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Journal Article
Affective Neural Responses Sonified through Labeled Correlation Alignment
Álvarez-Meza, Andrés Marino, Torres-Cardona, Héctor Fabio, Orozco-Alzate, Mauricio, Pérez-Nastar, Hernán Darío, Castellanos-Dominguez, German
Published in Sensors (Basel, Switzerland) (14.06.2023)
Published in Sensors (Basel, Switzerland) (14.06.2023)
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Journal Article
Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification
Triana-Martinez, Jenniffer Carolina, Gil-González, Julian, Fernandez-Gallego, Jose A, Álvarez-Meza, Andrés Marino, Castellanos-Dominguez, Cesar German
Published in Sensors (Basel, Switzerland) (28.03.2023)
Published in Sensors (Basel, Switzerland) (28.03.2023)
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Journal Article
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity
Collazos-Huertas, Diego Fabian, Álvarez-Meza, Andrés Marino, Cárdenas-Peña, David Augusto, Castaño-Duque, Germán Albeiro, Castellanos-Domínguez, César Germán
Published in Sensors (Basel, Switzerland) (01.03.2023)
Published in Sensors (Basel, Switzerland) (01.03.2023)
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Journal Article
Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot
Triana-Martinez, Jenniffer Carolina, Álvarez-Meza, Andrés Marino, Gil-González, Julian, De Swaef, Tom, Fernandez-Gallego, Jose A.
Published in Remote sensing (Basel, Switzerland) (01.08.2024)
Published in Remote sensing (Basel, Switzerland) (01.08.2024)
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Journal Article
Scalable and Interpretable Forecasting of Hydrological Time Series Based on Variational Gaussian Processes
Pastrana-Cortés, Julián David, Gil-Gonzalez, Julian, Álvarez-Meza, Andrés Marino, Cárdenas-Peña, David Augusto, Orozco-Gutiérrez, Álvaro Angel
Published in Water (Basel) (01.07.2024)
Published in Water (Basel) (01.07.2024)
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Journal Article
Optimization of Interconnected Natural Gas and Power Systems Using Mathematical Programs with Complementarity Constraints
Blanco-Martínez, Cristian Alejandro, Álvarez-Meza, Andrés Marino, Castellanos-Dominguez, Germán, Cárdenas-Peña, David Augusto, Orozco-Gutiérrez, Álvaro Angel
Published in Mathematics (Basel) (01.07.2024)
Published in Mathematics (Basel) (01.07.2024)
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Journal Article
Feature relevance estimation for vibration-based condition monitoring of an internal combustion engine
Hernández-Muriel, José Alberto, Álvarez-Meza, Andrés Marino, Echeverry-Correa, Julián David, Orozco-Gutierrez, Álvaro Ángel, Álvarez-López, Mauricio Alexánder
Published in Tecno - Lógicas (Instituto Tecnológico Metropolitano) (02.05.2017)
Published in Tecno - Lógicas (Instituto Tecnológico Metropolitano) (02.05.2017)
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Approximation of Weymouth Equation Using Mathematical Programs with Complementarity Constraints for Natural Gas Transportation
Cristian Alejandro Blanco-Martínez, David Augusto Cardenas-Peña, Mauricio Holguín-Londoño, Andrés Marino Álvarez-Meza, Álvaro Angel Orozco-Gutiérrez
Published in Engineering proceedings (01.07.2023)
Published in Engineering proceedings (01.07.2023)
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Journal Article
Parameter Selection in Least Squares-Support Vector Machines Regression Oriented, Using Generalized Cross-Validation
ÁLVAREZ MEZA, ANDRÉS M., DAZA SANTACOLOMA, GENARO, ACOSTA MEDINA, CARLOS D., CASTELLANOS DOMÍNGUEZ, GERMÁN
Published in Dyna (Medellín, Colombia) (01.02.2012)
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Published in Dyna (Medellín, Colombia) (01.02.2012)
Journal Article
An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability
Valencia-Marin, Cristian Kaori, Pulgarin-Giraldo, Juan Diego, Velasquez-Martinez, Luisa Fernanda, Alvarez-Meza, Andres Marino, Castellanos-Dominguez, German
Published in Sensors (Basel, Switzerland) (29.06.2021)
Published in Sensors (Basel, Switzerland) (29.06.2021)
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