Documentos de Carlos A.A. Vásquez | REDI

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Filtros aplicados

Área de conocimiento: "Aprendizaje automático"

Subtipo de publicación

Conference Object(2)

Publisher

2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016(1)

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)

Área temáticas

Ciencias de la computación(2)

Área de conocimiento

Optimización matemática(1)

Año de Publicación

Origen

Palabras Claves

SUPPORT VECTOR MACHINES(1)

Spectral clustering(1)

prototype selection(1)

Different perspectives for kernel spectral clustering: A theoretical study

Conference Object

Abstract: Spectral clustering is a suitable technique to deal with problems involving unlabeled clusters and h

Palabras claves:

Kernel, Spectral clustering, SUPPORT VECTOR MACHINES

Carlos A.A. Vásquez, Carlos Pupiales, Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edgar Maya-Olalla, JAIME ROBERTO MICHILENA CALDERÓN, Luis Suárez-Zambrano, Paul D. Rosero-Montalvo

Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study

Conference Object

Abstract: This work presents a comparative study of prototype selection (PS) algorithms. Such a study is done

Palabras claves:

Knn, prototype selection, sensor data

Ana C. Umaquinga-Criollo, Anaya A., Carlos A.A. Vásquez, Diego Hernán Peluffo-Ordóñez, Edwin A. Rosero, Jorge Serrano, Luis Suárez-Zambrano, Paul D. Rosero-Montalvo