Fuzzy cost support vector regression on the fuzzy samples

This paper presents a new version of support vector regression (SVR) named Fuzzy Cost SVR (FCSVR) with a unique property of operating on fuzzy data where fuzzy cost (fuzzy margin and fuzzy penalty) are maximized. This idea admits to have uncertainty in the penalty and margin terms jointly. Robustnes...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Applied intelligence (Dordrecht, Netherlands) Netherlands), 2011-12, Vol.35 (3), p.428-435
Hauptverfasser:	Vahedian, Abedin, Sadoghi Yazdi, Mehri, Effati, Sohrab, Sadoghi Yazdi, Hadi
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Computer Science Fuzzy Fuzzy logic Fuzzy set theory Intelligence Machines Manufacturing Mathematical analysis Mechanical Engineering Processes Random variables Regression Robustness Support vector machines Vectors (mathematics)
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!