Towards perception based time series data mining

Ildar Z. Batyrshin, Leonid Sheremetov

Producción científica: Capítulo del libro/informe/acta de congresoCapítulorevisión exhaustiva

6 Citas (Scopus)

Resumen

Human decision making procedures in problems related with analysis of time series data bases (TSDB) often use perceptions like "several days", "high price", "quickly increasing" etc. Computing with Words and Perceptions can be used to formalize perception based expert knowledge and inference mechanisms defined on numerical domains of TSDB. For extraction from TSDB perception based information relevant to decision making problems it is necessary to develop methods of perception based time series data mining (PTSDM). The paper considers different approaches used in analysis of time series databases for description of perception based patterns and discusses some methods of PTSDM.

Idioma originalInglés
Título de la publicación alojadaForging New Frontiers
Subtítulo de la publicación alojadaFuzzy Pioneers I
EditoresMasoud Nikravesh, Lofti A. Zadeh, Janusz Kacprzyk
Páginas217-230
Número de páginas14
DOI
EstadoPublicada - 2007
Publicado de forma externa

Serie de la publicación

NombreStudies in Fuzziness and Soft Computing
Volumen217
ISSN (versión impresa)1434-9922

Huella

Profundice en los temas de investigación de 'Towards perception based time series data mining'. En conjunto forman una huella única.

Citar esto