A comparative sales forecast study between supervised and unsupervised learning algorithm on restaurant / Azhar Tamby
In this research, there are two algorithm of neural network will be used. It is coming from supervised and unsupervised learning algorithm. The Kohonen Self Organizing Map represents the unsupervised and Backpropagation represent the supervised. There will be a comparative study between these two...
| Main Author: | |
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| Format: | Student Project |
| Language: | English |
| Published: |
Faculty of Information Technology and Quantitative Sciences
2006
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/1386/1/PPb_AZHAR%20TAMBY%20CS%2006_5%201.pdf |
| _version_ | 1796899324908535808 |
|---|---|
| author | Tamby, Azhar |
| author_facet | Tamby, Azhar |
| author_sort | Tamby, Azhar |
| collection | UITM |
| description | In this research, there are two algorithm of neural network will be used. It is coming
from supervised and unsupervised learning algorithm. The Kohonen Self Organizing
Map represents the unsupervised and Backpropagation represent the supervised.
There will be a comparative study between these two algorithms with restaurant sales
forecast as a scope. Some restaurant activities will be the input for the architecture to
make a sales forecast. Each of the algorithm will used all the similar value including
the learning rate in this research in order to make the comparison. |
| first_indexed | 2024-03-06T01:19:22Z |
| format | Student Project |
| id | oai:ir.uitm.edu.my:1386 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2024-03-06T01:19:22Z |
| publishDate | 2006 |
| publisher | Faculty of Information Technology and Quantitative Sciences |
| record_format | dspace |
| spelling | oai:ir.uitm.edu.my:13862017-02-23T06:45:26Z https://ir.uitm.edu.my/id/eprint/1386/ A comparative sales forecast study between supervised and unsupervised learning algorithm on restaurant / Azhar Tamby Tamby, Azhar Marketing research. Marketing research companies. Sales forecasting Neural networks (Computer science) Algorithms Restaurants, cafeterias, tearooms, etc. In this research, there are two algorithm of neural network will be used. It is coming from supervised and unsupervised learning algorithm. The Kohonen Self Organizing Map represents the unsupervised and Backpropagation represent the supervised. There will be a comparative study between these two algorithms with restaurant sales forecast as a scope. Some restaurant activities will be the input for the architecture to make a sales forecast. Each of the algorithm will used all the similar value including the learning rate in this research in order to make the comparison. Faculty of Information Technology and Quantitative Sciences 2006 Student Project NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/1386/1/PPb_AZHAR%20TAMBY%20CS%2006_5%201.pdf A comparative sales forecast study between supervised and unsupervised learning algorithm on restaurant / Azhar Tamby. (2006) [Student Project] (Unpublished) |
| spellingShingle | Marketing research. Marketing research companies. Sales forecasting Neural networks (Computer science) Algorithms Restaurants, cafeterias, tearooms, etc. Tamby, Azhar A comparative sales forecast study between supervised and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title | A comparative sales forecast study between supervised
and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title_full | A comparative sales forecast study between supervised
and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title_fullStr | A comparative sales forecast study between supervised
and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title_full_unstemmed | A comparative sales forecast study between supervised
and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title_short | A comparative sales forecast study between supervised
and unsupervised learning algorithm on restaurant / Azhar Tamby |
| title_sort | comparative sales forecast study between supervised and unsupervised learning algorithm on restaurant azhar tamby |
| topic | Marketing research. Marketing research companies. Sales forecasting Neural networks (Computer science) Algorithms Restaurants, cafeterias, tearooms, etc. |
| url | https://ir.uitm.edu.my/id/eprint/1386/1/PPb_AZHAR%20TAMBY%20CS%2006_5%201.pdf |
| work_keys_str_mv | AT tambyazhar acomparativesalesforecaststudybetweensupervisedandunsupervisedlearningalgorithmonrestaurantazhartamby AT tambyazhar comparativesalesforecaststudybetweensupervisedandunsupervisedlearningalgorithmonrestaurantazhartamby |