Multiple Kernel Learning for Spectral Dimensionality Reduction. - Diego Hernán Peluffo-Ordóñez; Andrés Eduardo Castro-Ospina; Juan Carlos Alvarado-Pérez; Edgardo Javier Revelo-Fuelagán (CIARP, 2015)

Artificial and Natural Intelligence Integration. - Juan C. Alvarado-Pérez; Diego Hernán Peluffo-Ordóñez (DCAI, 2015)

Geometrical homotopy for data visualization. - Diego Hernán Peluffo-Ordóñez; Juan Carlos Alvarado-Pérez; John Aldo Lee; Michel Verleysen (ESANN, 2015)

On the Spectral Clustering for Dynamic Data. - Diego Hernán Peluffo-Ordóñez; Juan C. Alvarado-Pérez; Andrés Eduardo Castro-Ospina (IWINAC (2), 2015)

Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations. - P. Rosero-Montalvo; P. Diaz; Jose Alejandro Salazar-Castro; D. F. Peña-Unigarro; Andres J. Anaya-Isaza; Juan C. Alvarado-Pérez; Roberto Therón; Diego Hernán Peluffo-Ordóñez (CIARP, 2016)

On the Relationship Between Dimensionality Reduction and Spectral Clustering from a Kernel Viewpoint. - Diego Hernán Peluffo-Ordóñez; Miguel A. Becerra; Andrés Eduardo Castro-Ospina; X. P. Blanco-Valencia; Juan C. Alvarado-Pérez; Roberto Therón; Andres J. Anaya-Isaza (DCAI, 2016)

Dimensionality reduction for interactive data visualization via a Geo-Desic approach. - Jose Alejandro Salazar-Castro; Diego Fernando Peña-Unigarro; Diego Hernán Peluffo-Ordóñez; Paul D. Rosero-Montalvo; Hernán Mauricio Domínguez-Limaico; Juan C. Alvarado-Pérez; Roberto Therón (LA-CCI, 2016)

Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations. - D. F. Peña-Unigarro; P. Rosero-Montalvo; Edgardo Javier Revelo-Fuelagán; Juan A. Castro-Silva; Juan C. Alvarado-Pérez; Roberto Therón; C. M. Ortega-Bustamante; Diego Hernán Peluffo-Ordóñez (IDEAL, 2017)

Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings. - Juan Carlos Alvarado-Pérez; Miguel Ángel García; Domenec Puig (Adv. Intell. Syst., 2024)

Online dimensionality reduction through stacked generalization of spectral methods with deep networks. - Juan Carlos Alvarado-Pérez; Miguel Ángel García; Domenec Puig (Mach. Learn., 2025)