✦ LIBER ✦

Learning associations between natural groups of input and output with a neurofuzzy structure

✍ Scribed by Özge Uncu; I.B. Türksen

Publisher: Elsevier Science
Year: 2004
Tongue: English
Weight: 225 KB
Volume: 49
Category: Article
ISSN: 0921-8890
DOI: 10.1016/j.robot.2004.09.003

No coin nor oath required. For personal study only.

✦ Synopsis

A new modeling approach that finds the associations between natural groups of input and output is proposed. In the new method, input and output are clustered separately by means of Fuzzy C-Means (FCM) algorithm. Then, the learning algorithm identifies the fuzzy rules by relating the resulting fuzzy sets in input and output spaces by using a neurofuzzy architecture. A modified version of classical simulated annealing algorithm is used in order to identify the relative weights of system input variables. The proposed approach is applied to a highly nonlinear function and successful result is achieved.

📜 SIMILAR VOLUMES

Understanding the Nature of the Molecula

Understanding the Nature of the Molecular Mechanisms Associated with the Competitive Lewis Acid Catalyzed [4+2] and [4+3] Cycloadditions between Arylidenoxazolone Systems and Cyclopentadiene: A DFT Analysis

✍ Manuel Arnó; M. Teresa Picher; Luis R. Domingo; Juan Andrés 📂 Article 📅 2004 🏛 John Wiley and Sons 🌐 English ⚖ 267 KB

Association between serum levels of solu

Association between serum levels of soluble tumor necrosis factor receptors/CA 125 and disease progression in patients with epithelial ovarian malignancy : A Gynecologic Oncology Group study

✍ Robert A. Burger; Kathleen M. Darcy; Philip J. DiSaia; Bradley J. Monk; Elizabet 📂 Article 📅 2004 🏛 John Wiley and Sons 🌐 English ⚖ 209 KB 👁 1 views

## Abstract ## BACKGROUND A prospective study was undertaken within the Gynecologic Oncology Group to determine whether serum levels of soluble tumor necrosis factor receptors I (sTNFR‐I) and II (sTNFR‐II), alone or in combination with CA 125, were associated with clinicopathologic characteristics

Isolation and molecular characterization

Isolation and molecular characterization of a naturally occurring non-structural protein 5 (NSP5) gene reassortant of group A rotavirus of serotype G2P[4] with a long RNA pattern

✍ Kamruddin Ahmed; Toyoko Nakagomi; Osamu Nakagomi 📂 Article 📅 2005 🏛 John Wiley and Sons 🌐 English ⚖ 142 KB

We report here two unusual strains of group A rotavirus, AU85 and AU102, isolated from children with diarrhea. These strains showed an unusual combination of serotype G2 and a long RNA pattern. RNA-RNA hybridization assays showed that these strains are reassortants in which a single genome segment 1

A study in pharmacy*12*Continued from th

A study in pharmacy*12*Continued from the Journal of the American Pharmaceutical Association, 18 (1929), 214-224.1Scientific Section, Portland meeting, 1928.2This article, written between the years 1879 and 1885, is naturally defective in many directions as contrasted with the researches made since that date. Appreciating this fact the author ventured to place the manuscript in the hands of Dr. Wolfgang Ostwald of Leipzig, with the request that he comment thereon in directions where, in his opinion, his comments could be serviceable. These comments will be found as footnotes under the respective page locations. Unquestionably the readers of the article as well as myself must gratefully accept his thoughtful contributions.

✍ Lloyd, John Uri ;Ostwald, Wolfgang ;Haller, Walter 📂 Article 📅 1930 🏛 Elsevier ⚖ 1022 KB