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Keyword: Fuzzy rules

Image Segmentation Using Fuzzy Inference System on YCbCr Color Model

by Alvaro Anzueto-Rios, Jose Antonio Moreno-Cadenas, Felipe Gómez-Castañeda and Sergio Garduza-Gonzalez

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 460–468, 2017; DOI: 10.25046/aj020359

Abstract:

This paper This paper presents a reliable method for image segmentation using a fuzzy inference system. The Fuzzy Membership function is applied on the YCbCr color space. Triangular membership functions are used in the input of the fuzzy system, Mamdani type fuzzy inference system is applied and for the output universe, singleton-type functions are used;…

Student Performance Evaluation Using Data Mining Techniques for Engineering Education

by Veena Deshmukh, Srinivas Mangalwede and Dandina Hulikunta Rao

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 6, Page # 259–264, 2018; DOI: 10.25046/aj030634

Abstract:

In this research work, we are implementing a student performance evaluation model using Mamdani Fuzzy Inference System (FIS) and Neuro Fuzzy system and comparing the results with classical averaging method for Network Analysis (NA) course studied by third semester Electronics and Communication Engineering students. This work explains the designing of scoring rubrics using Bloom’s levels…