A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering

Mariela Cerrada, Jose Aguilar, Junior Altamiranda, René Vinicio Sánchez

Research output: Contribution to journalArticle

Original languageEnglish
Pages (from-to)755-798
Number of pages44
JournalKnowledge and Information Systems
Volume61
Issue number2
DOIs
StatePublished - 1 Nov 2019

Fingerprint

Heuristic algorithms
Rotating machinery
Unsupervised learning
Supervised learning
Failure analysis
Learning systems

Keywords

  • Classification
  • Clustering
  • Data mining
  • Evolving learning
  • Hybrid learning
  • Incremental learning

Cite this

@article{20a7fc3673b848fc9783608e9706aed9,
title = "A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering",
keywords = "Classification, Clustering, Data mining, Evolving learning, Hybrid learning, Incremental learning",
author = "Mariela Cerrada and Jose Aguilar and Junior Altamiranda and S{\'a}nchez, {Ren{\'e} Vinicio}",
year = "2019",
month = "11",
day = "1",
doi = "10.1007/s10115-019-01336-3",
language = "English",
volume = "61",
pages = "755--798",
journal = "Knowledge and Information Systems",
issn = "0219-1377",
publisher = "Springer Verlag",
number = "2",

}

A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering. / Cerrada, Mariela; Aguilar, Jose; Altamiranda, Junior; Sánchez, René Vinicio.

In: Knowledge and Information Systems, Vol. 61, No. 2, 01.11.2019, p. 755-798.

Research output: Contribution to journalArticle

TY - JOUR

T1 - A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering

AU - Cerrada, Mariela

AU - Aguilar, Jose

AU - Altamiranda, Junior

AU - Sánchez, René Vinicio

PY - 2019/11/1

Y1 - 2019/11/1

KW - Classification

KW - Clustering

KW - Data mining

KW - Evolving learning

KW - Hybrid learning

KW - Incremental learning

UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85061306161&origin=inward

UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85061306161&origin=inward

UR - http://www.mendeley.com/research/hybrid-heuristic-algorithm-evolving-models-simultaneous-scenarios-classification-clustering

U2 - 10.1007/s10115-019-01336-3

DO - 10.1007/s10115-019-01336-3

M3 - Article

VL - 61

SP - 755

EP - 798

JO - Knowledge and Information Systems

JF - Knowledge and Information Systems

SN - 0219-1377

IS - 2

ER -