Documentos de Omar R. Oña-Rocha | REDI

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Área temáticas: "Métodos informáticos especiales"

Subtipo de publicación

Conference Object(2)

Publisher

Advances in Science, Technology and Engineering Systems(1)

Communications in Computer and Information Science(1)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Área temáticas

Ciencias de la computación(1)

Economía financiera(1)

Física aplicada(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(2)

Simulación por computadora(2)

Visión por computadora(1)

Año de Publicación

Origen

Palabras Claves

Spectral clustering(2)

Kernel spectral clustering(1)

Motion segmentation(1)

Automatic motion segmentation via a cumulative kernel representation and spectral clustering

Conference Object

Abstract: Dynamic or time-varying data analysis is of great interest in emerging and challenging research on a

Palabras claves:

Kernel spectral clustering, Motion segmentation, Time-varying data, Variable ranking

Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Luis Suárez-Zambrano, O. T. Sánchez-Manosalvas, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.

Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials

Conference Object

Abstract: Time-varying data characterization and classification is a field of great interest in both scientifi

Palabras claves:

Kernels, motion tracking, Spectral clustering

Diego Hernán Peluffo-Ordóñez, I. C. Marrufo-Rodríguez, K. L. Ponce-Guevara, M. A. Páez-Jaime, Omar R. Oña-Rocha, Riascos-Salas J.A., Salazar-Castro J.A., Torres D.M.

Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints

Abstract: To perform an exploration process over complex structured data within unsupervised settings, the so-

Palabras claves:

Kernel, Spectral clustering, SUPPORT VECTOR MACHINES

Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, Luis Suárez-Zambrano, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Stefany Flores-Armas