Segmentation and Classification of Time-Series: Real Case Studies

Molina, J. M.; Garcia, J.; Bicharra Garcia, A. C.; Melo, R.; Correia, L.; Corchado, E; Yin, H

Abstract

This paper presents a process classification model based oil time series data segmentation, segment classification to identify micro behaviors and behaviors' integration to identify the way the process is transforming. This approach has been successfully employed in different engineering domains and tasks such as predicting failures in oil process plant, reconstructing trajectories in air traffic control and identifying interaction scenarios in mobile robotic environment."

Más información

Título según WOS: ID WOS:000274188700091 Not found in local WOS DB
Título de la Revista: BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II
Volumen: 5788
Editorial: SPRINGER INTERNATIONAL PUBLISHING AG
Fecha de publicación: 2009
Página de inicio: 743
Página final: +
Notas: ISI