Optimising the parameters of a RBFN network for a teaching learning paradigm
Academic performance of students has been a concern worldwide. Despite efforts made by educational institutions there has been a rise in poor academic performance. In our research study we have proposed a model to pre-determine the academic performance of students using a Radial Basis Function netwo...
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2019-07-01.
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| Online Access: | Get fulltext |
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| LEADER | 01894 am a22003013u 4500 | ||
|---|---|---|---|
| 001 | ijeecs15535_12801 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Chaudhury, Pamela |e author |
| 100 | 1 | 0 | |a Optimising the parameters of a RBFN network for a teaching learning paradigm |e contributor |
| 700 | 1 | 0 | |a Tripathy, Hrudaya Kumar |e author |
| 245 | 0 | 0 | |a Optimising the parameters of a RBFN network for a teaching learning paradigm |
| 260 | |b Institute of Advanced Engineering and Science, |c 2019-07-01. | ||
| 500 | |a https://ijeecs.iaescore.com/index.php/IJEECS/article/view/15535 | ||
| 520 | |a Academic performance of students has been a concern worldwide. Despite efforts made by educational institutions there has been a rise in poor academic performance. In our research study we have proposed a model to pre-determine the academic performance of students using a Radial Basis Function network (RBFN) using primary data. The proposed model has been developed by using algorithms like differential evolution (DE) and teaching learning based optimization (TLBO). This model can be used by academic institutions to identify the academically weaker students and take preventive steps to reduce the number of academic failures. | ||
| 540 | |a Copyright (c) 2019 Institute of Advanced Engineering and Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc/4.0 | ||
| 546 | |a eng | ||
| 690 | |||
| 690 | |||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 15, No 1: July 2019; 435-442 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v15.i1 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/15535/12801 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/15535/12801 |z Get fulltext |