Publications

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2020

Juez-Gil, Mario; Saucedo-Dorantes, Juan José; Arnaiz-González, Álvar; López-Nozal, Carlos; García-Osorio, César; Lowe, David

Early and extremely early multi-label fault diagnosis in induction motors Journal Article Forthcoming

In: ISA Transactions, Forthcoming, ISSN: 0019-0578.

Abstract | Links | BibTeX | Tags: Early detection, Load insensitive model, Multi-fault detection, Multi-label classification, Prediction at low operating frequencies, Principal component analysis

2018

Arnaiz-González, Álvar; Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César

Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning Journal Article

In: Expert Systems with Applications, 109 , pp. 114-130, 2018, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: Binary relevance, Label powerset, Multi-label classification, Prototype selection, RAkEL

Arnaiz-González, Álvar; Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César

Local sets for multi-label instance selection Journal Article

In: Applied Soft Computing, 68 , pp. 651-666, 2018, ISSN: 1568-4946.

Abstract | Links | BibTeX | Tags: Data reduction, Instance selection, Local set, Multi-label classification, Nearest neighbor