| Global and local choice of the number of nearest neighbors in locally linear embedding A Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ... Pattern Recognition Letters 32 (16), 2171-2177, 2011 | 55 | 2011 |
| Multi-channel low-cost light spectrum measurement using a multilayer perceptron WD J.S. Botero-Valencia, J. Valencia-Aguirre, D. Durmus Energy & Buildings 199, 579-587, 2019 | 31 | 2019 |
| Rainfall forecasting based on ensemble empirical mode decomposition and neural networks J Beltrán-Castro, J Valencia-Aguirre, M Orozco-Alzate, ... Advances in Computational Intelligence: 12th International Work-Conference …, 2013 | 21 | 2013 |
| Automatic choice of the number of nearest neighbors in locally linear embedding J Valencia-Aguirre, A Álvarez-Mesa, G Daza-Santacoloma, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2009 | 21 | 2009 |
| A low-cost IoT multi-spectral acquisition device JS Botero-Valencia, J Valencia-Aguirre, D Durmus HardwareX 9, e00173, 2021 | 13 | 2021 |
| Multiple manifold learning by nonlinear dimensionality reduction J Valencia-Aguirre, A Álvarez-Meza, G Daza-Santacoloma, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2011 | 12 | 2011 |
| Portable low-cost IoT hyperspectral acquisition device for indoor/outdoor applications JS Botero-Valencia, J Valencia-Aguirre HardwareX 10, e00216, 2021 | 9 | 2021 |
| Video analysis based on multi-kernel representation with automatic parameter choice AM Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ... Neurocomputing 100, 117-126, 2013 | 8 | 2013 |
| A low-cost system for real-time measuring of the sunlight incident angle using IoT JS Botero-Valencia, J Valencia-Aguirre, D Gonzalez-Montoya, ... HardwareX 11, e00272, 2022 | 7 | 2022 |
| Estimation of light source color rendition with low-cost sensors using multilayer perceptron and extreme learning machine JS Botero, J Valencia Aguirre, JF Vargas Bonilla Leukos 17 (3), 280-290, 2021 | 7 | 2021 |
| Comparación de métodos de reducción de dimensión basados en análisis por localidades J Valencia-Aguirre, G Daza-Santacoloma, CD Acosta, ... TecnoLógicas, 2010 | 5 | 2010 |
| Image synthesis based on manifold learning AM Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ... Computer Analysis of Images and Patterns: 14th International Conference …, 2011 | 4 | 2011 |
| Human activity recognition by class label LLE J Valencia-Aguirre, AM Álvarez-Meza, G Daza-Santacoloma, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2012 | 2 | 2012 |
| Global and local choice of the number of nearest neighbors in locally linear embeddings G Daza-Santacoloma, AI Meza, J Valencia-Aguirre Pattern Recognition Letters 32, 2171-2177, 2011 | 2 | 2011 |
| Silhouette classification by using manifold learning for automated threat detection JP Carvajal-Gonzalez, J Valencia-Aguirre, G Castellanos-Dominguez 2013 47th International Carnahan Conference on Security Technology (ICCST), 1-5, 2013 | 1 | 2013 |
| pattern reCognition by dinamiC feature analysis based on pCa JV Aguirre, AMÁ Mesa, GD Santacoloma, GC Domínguez TecnoLógicas, 29-42, 2009 | 1 | 2009 |
| A simple method for harvesting thermoelectric energy in home and industrial appliances heat cycle using peltier cells J Botero-Valencia, D Sanin-Villa, J Valencia-Aguirre EUREKA: Physics and Engineering, 46-55, 2023 | | 2023 |
| Calibration method for the wavelength and uniformity of pixel response in photodetector arrays JS Botero-Valencia, J Valencia-Aguirre, DA Marquez-Viloria, ... International Journal on Smart Sensing and Intelligent Systems 11 (1), 1-8, 2018 | | 2018 |
| Calibration method for the wavelength and uniformity of pixel response in photodetector arrays JF Vargas Bonilla, JS Botero Valencia, D Márquez Viloria, ... Exeley Inc., 2018 | | 2018 |
| Visualization and synthesis of data using manifold learning based on Locally Linear Embedding AM Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ... 2011 6th Colombian Computing Congress (CCC), 1-6, 2011 | | 2011 |
Johanna CarvajalPostdoctoral Research FellowVerified email at uq.edu.au
