𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Interpretability issues in data-based learning of fuzzy systems

✍ Scribed by Ralf Mikut; Jens Jäkel; Lutz Gröll


Book ID
108133524
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
308 KB
Volume
150
Category
Article
ISSN
0165-0114

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Fuzzy logic-based networks: A study in l
✍ Xiaofeng Liang; Witold Pedrycz 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 293 KB

Fuzzy neurons may have outstanding learning abilities and are endowed with significant interpretation capabilities. In this study, we are concerned with the development of logic networks composed of fuzzy neurons. The main phase of the design includes the granulation of the output space ~via triangu

Genetic learning of fuzzy rule-based cla
✍ Oscar Cordón; María José del Jesus; Francisco Herrera 📂 Article 📅 1998 🏛 John Wiley and Sons 🌐 English ⚖ 247 KB 👁 1 views

In this paper, we present a multistage genetic learning process for obtaining linguistic fuzzy rule-based classification systems that integrates fuzzy reasoning methods cooperating with the fuzzy rule base and learns the best set of linguistic hedges for the linguistic variable terms. We show the ap