Juan C. Alvarado-Pérez

Dimensionality reduction for interactive data visualization via a Geo-Desic approach

Jose A. Salazar-Castro, Diego Peña-Unigarro, Diego H. Peluffo-Ordóñez, 2016, 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI).

On the Relationship Between Dimensionality Reduction and Spectral Clustering from a Kernel Viewpoint

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, X. Blanco-Valencia, 2016, DCAI.

Multiple Kernel Learning for Spectral Dimensionality Reduction

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, 2015, CIARP.

Bridging the gap between human knowledge and machine learning

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, Roberto Therón, 2015, DCAI 2015.

Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, Jose Alejandro Salazar-Castro, 2016, CIARP.

Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, Edgardo Javier Revelo-Fuelagán, 2017, IDEAL.

On the Spectral Clustering for Dynamic Data

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, 2015, IWINAC.

Geometrical homotopy for data visualization

Michel Verleysen, Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, 2015, ESANN.

Artificial and Natural Intelligence Integration

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, 2015, DCAI.

Interactive interface for efficient data visualization via a geometric approach

Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez, J. A. Salazar-Castro, 2015, 2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA).

Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings

Juan C. Alvarado-Pérez, M. García, D. Puig, 2024, Advanced Intelligent Systems.