Prototype-Based Classifiers in the Presence of Concept Drift: A Modelling Framework

Autor: Biehl, Michael, Abadi, Fthi, Göpfert, Christina, Hammer, Barbara, Vellido, Alfredo, Gibert, Karina, Angulo, Cecilio, Guerrero, José David Martín

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783030196417
WSOM
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 210-221
STARTPAGE=210;ENDPAGE=221;TITLE=Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization

We present a modelling framework for the investigation of prototype-based classifiers in non-stationary environments. Specifically, we study Learning Vector Quantization (LVQ) systems trained from a stream of high-dimensional, clustered data. We cons

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::638d2c79b25ecbc2dc26abf5a2d463bf
https://doi.org/10.1007/978-3-030-19642-4_21

Autores

Autor: Yuste, Pablo Alcocer, Sánchez, José A. Alfonso, Ambrósio, Renato, Jr., del Boz, Ana Aramburu, Iturriaga, Mar Argudo, Puyuelo, Francisco Javier Ascaso, Martínez, Juan A. Aviñó, Illa, Ferrán Barbé, Compte, Rafael I. Barraquer, Sánchez, José María Benítez del Castillo, Boote, Craig, Jiménez, Margarita Cabanás, Martínez, Laura Cabezón, Calzada, Begoña Calvo, Álvarez, Constanza Caramello, González, David Carmona, Pascual, Paula Casas, Gómez, Alfredo Castillo, Prieto, Julián Cezón, Lanuza, Ángel Luis Cisneros, Ojeda, Daniel Coello, Bescós, José Ángel Cristóbal, Neyor, Nancy Cruz, Sardiña, Ricardo Cuiña, Ponce, Celso David, del Buey Sayas, M.ª Ángeles, Ajenjo, Amparo Díez, Dua, Harminder S., Beltrán, Cristina Dualde, de la Colina, Juan A. Durán, Amat, Daniel Elies, Elsheikh, Ahmed H., Gracia, Javier Escuer, Gregori, Enrique España, Faraj, Lana A., Correia, Fernando Faria, López, Ester Fernández, Cueto-Felgueroso, Luis Fernández-Vega, Aguilera, Laura Frau, Domene, M.ª Carmen García, Damborenea, Nahia Goñi, Castellón, Óscar Gris, Villanueva, José L. Güell, Díaz, Mikhail Hernández, Escanilla, Valentín Huerva, Alperte, Juan Ibáñez, Larena, Francisco Iturbe, Aresti, Aitor Lanzagorta, Sancho, Elena Lanchares, García, Laura Lavilla, Fernández, Carlos Lisa, Osuna, Fernando Llovet, Miguel, Alberto López, Antolín, Silvia López-Plandolit, Costa, David Madrid, Vidal, Felicidad Manero, de Ribot, Ana March, Guerrero, José David Martín, Gabás, Javier Mateo, Orobia, Antonio Mateo, Meek, Keith, del Barrio, Javier Mendicute, Muro, Enrique Mínguez, Aranda, Carlos Monserrat, Royo, M.ª Jesús Muniesa, Fernández, Juan Carlos Nieto, Bautista, Carlos Palomino, Pascual, Francisco Pastor, Embid, Carlos Peiro, García, Diana Pérez, Martínez, Cristina Peris, Piñero, David P., López, Arancha Poo, Yurrita, José Ignacio Recalde, Mata, Félix Rodríguez, Domínguez, Marta Romero, de Gopegui, Erika Ruiz, Mesa, Ramón Ruiz, Moreno, M.ª José Rupérez, Said, Dalia G., Espalza, Juan San Cristóbal, de la Torre, Manuel Sánchez, Studer, Harald, Más, María Ángeles Valdés, Agustí, Paula Verdaguer, Whitford, Charles

Publikováno v: In Biomecánica y arquitectura corneal 2014:xvii-xx