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 68
- Downloads 0
Computerized Rice Field Irrigation System
In every country that possesses rich agricultural lands, including the Philippines, rice farming is considered one of the largest farming priorities. However, the potential of being a rice-sufficient or abundant rice nat...
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...
Leyte Normal University College Library Management Information System with Online Reservation
The Leyte Normal University like any other Higher Education Institutions in the country has a library that is used by its students, faculty members and even visitors in need of resources and information for their studies...
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...
Preventive and Corrective Maintenance Information System
This study aimed to develop a Computerized Preventive and Corrective Maintenance Information System (CPCMIS). Descriptive survey method was used which involved questionnaire, interviews, and observations. Six IT Personne...