Neural-Based Learning Classifier Systems

UCS is a supervised learning classifier system that was introduced in 2003 for classification in data mining tasks. The representation of a rule in UCS as a univariate classification rule is straightforward for a human to understand. However, the system may require a large number of rules to cover t...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2008-01, Vol.20 (1), p.26-39
Hauptverfasser:	Dam, H.H., Abbass, H.A., Lokan, C., Xin Yao
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Artificial neural networks Computer science control theory systems Computer Society Data mining Data processing. List processing. Character string processing Evolution (biology) Exact sciences and technology Genetic algorithms Humans Knowledge modeling Learning Learning systems Machine learning Memory organisation. Data processing Neural networks Representations (procedural and rule-based) Rule-based processing Software Studies Supervised learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!