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All Journal International Journal of Electrical and Computer Engineering Journal of Education and Learning (EduLearn)
SUMIT GOYAL
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Artificial Neural Expert Computing Models for Determining Shelf Life of Processed Cheese SUMIT GOYAL; Gyanendra Kumar Goyal
International Journal of Electrical and Computer Engineering (IJECE) Vol 2, No 3: June 2012
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (410.773 KB)

Abstract

Time-delay single and multi layer models were developed for predicting shelf life of processed cheese stored at 30oC. Processed cheese is very nutritious dairy product, rich in milk proteins and milk fat. For developing computational neuroscience models,experimental data relating to body & texture, aroma & flavour, moisture, free fatty acids were taken as input variables, while sensory score as output variable. Mean Square Error, Root Mean Square Error, Coefficient of determination and Nash - Sutcliffo Coefficient were applied in order to compare the prediction performance of the developed computational models. The results of the study established excellent correlation between experimental data and the predicted values, with a high determination coefficient. From the study it was concluded that artificial neural expert time-delay models are good for predicting the shelf life of processed cheese.DOI:http://dx.doi.org/10.11591/ijece.v2i3.353
E-Learning: Future of Education SUMIT GOYAL
Journal of Education and Learning (EduLearn) Vol 6, No 4: November 2012
Publisher : Intelektual Pustaka Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (30.729 KB) | DOI: 10.11591/edulearn.v6i4.168

Abstract

This paper highlights the significance of E-learning in modern education and discusses its technical aspect, market, pros and cons, comparison with instructor led training and possibility of weather E-learning will replace the old classroom teaching. Presently the concept of E-learning is becoming very popular as the numbers of internet savvy users are increasing. E-learning gives the advantage of 24x7 and 365 days a year round access as compared to Instructor-Led Training, which is one time class that must be scheduled. E-learning is cost effective as course content once developed could be easily used and modified for teaching and training. E-learning also provides students freedom from carrying heavy school bags and stop cutting of trees for the sake of paper, pencil and rubber. E-learning is the future of education as it is interactive, interesting and entertaining way of learning, and will soon replace the paper books in the form of touch screen tablets.
Co-Authors Gyanendra Kumar Goyal