Sensor Fusion for Distance Estimation Under Disturbance with Reflective Optical Sensors using Multi Layer Perceptron (MLP)
Mesa, Joao, Betancur Vasquez, Daniel, Valencia Aguirre, Juliana, Botero Valencia, Juan Sebastian
Published in Revista IEEE América Latina (01.09.2019)
Published in Revista IEEE América Latina (01.09.2019)
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Journal Article
Multi-channel low-cost light spectrum measurement using a multilayer perceptron
Botero-Valencia, J.-S., Valencia-Aguirre, J., Durmus, D., Davis, W.
Published in Energy and buildings (15.09.2019)
Published in Energy and buildings (15.09.2019)
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Journal Article
Global and local choice of the number of nearest neighbors in locally linear embedding: Advances in Theory and Applications of Pattern Recognition, Image Processing and Computer Vision
ALVAREZ-MEZA, Andres, VALENCIA-AGUIRRE, Juliana, DAZA-SANTACOLOMA, Genaro, CASTELLANOS-DOMINGUEZ, German
Published in Pattern recognition letters (2011)
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Published in Pattern recognition letters (2011)
Journal Article
Silhouette classification by using manifold learning for automated threat detection
Carvajal-Gonzalez, Johanna P., Valencia-Aguirre, Juliana, Castellanos-Dominguez, German
Published in 2013 47th International Carnahan Conference on Security Technology (ICCST) (01.10.2013)
Published in 2013 47th International Carnahan Conference on Security Technology (ICCST) (01.10.2013)
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Conference Proceeding
Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks
Beltrán-Castro, Juan, Valencia-Aguirre, Juliana, Orozco-Alzate, Mauricio, Castellanos-Domínguez, Germán, Travieso-González, Carlos M.
Published in Advances in Computational Intelligence (2013)
Published in Advances in Computational Intelligence (2013)
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Book Chapter
Human Activity Recognition by Class Label LLE
Valencia-Aguirre, Juliana, Álvarez-Meza, Andrés M., Daza-Santacoloma, Genaro, Acosta-Medina, Carlos Daniel, Castellanos-Domínguez, Germa
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2012)
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2012)
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Book Chapter
Multiple Manifold Learning by Nonlinear Dimensionality Reduction
Valencia-Aguirre, Juliana, Álvarez-Meza, Andrés, Daza-Santacoloma, Genaro, Acosta-Medina, Carlos, Castellanos-Domínguez, César Germán
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2011)
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2011)
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Book Chapter
Visualization and synthesis of data using manifold learning based on Locally Linear Embedding
Alvarez-Meza, A. M., Valencia-Aguirre, J., Daza-Santacoloma, G., Acosta-Medina, C. D., Castellanos-Dominguez, G.
Published in 2011 6th Colombian Computing Congress (CCC) (01.05.2011)
Published in 2011 6th Colombian Computing Congress (CCC) (01.05.2011)
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Conference Proceeding