A Neuro-Fuzzy System in Recognizing the Quality of Desiccated Coconut
Journal Title: Journal of Computing and Innovation - Year 2018, Vol 2, Issue 2
Abstract
This paper utilizes the Neuro-Fuzzy Designer tool in MATLAB to provide a more improved method of classifying the quality of the desiccated coconut (DCN) compared to the subjective assessment of visual examination. Having a more accurately identified quality DCN would increase its exportability in the global market. The One hundred (100) data sets used and normalized to be trained in ANFIS using the tool in Matlab, Eighty (80) percent for training and Twenty (20) percent for checking. From the experiments generated, it shows that the error gained during the training with an average error of 0.01434. The study shows that the application of an adaptive neuro-fuzzy inference system (ANFIS) for recognizing the quality of DCN was successfully explored.
Authors and Affiliations
Dindo C. Obediencia, Deborah Go Brosas, Ritchell Solitario Villafuerte
Keywords
Related Articles
- EP ID EP460010
- DOI -
- Views 67
- Downloads 0
Development of Digits Integrated System
Computers have become part of everyday life. It has entered into all aspects of life, by providing services, improving the quality of life, and increased communication and relationships (Bahari, 2017). Computers have bec...
Development of a Personnel Information System (PIS) for the Department of Health Regional Office VIII, Philippines
The advent of technology has finally arrived. Information systems are at the forefront of every organization's information processing needs. In the Philippines, the Human Resource (HR) unit of the Department of Health Re...
Development of Project Management Information System for Income Generating Projects
IGP unit of a SUCs should be taken care of particularly in managing projects. Thus, the study aimed to design and develop a Project Management Information System (PMIS) for Income Generating Projects of Southern Leyte St...
Development of Interactive Trash Can (I.T. Can)
This study focused on developing an interactive Trash Can that can potentially help minimize the garbage scattered around the Leyte Normal University Campus. The scope of this study is to make the throwing waste properly...
Cacao Bean Quality Assessment Procedure: A Method for Classification Process
The study focus on Cacao Bean Quality Assessment. The method starts on image processing of sample cacao bean to detect the defected beans on the sample submitted for quality assessment. After the Image Processing, this p...