Recognition decision-making model using temporal data mining technique
An accurate and timely decision is crucial in any emergency situation. This paper presents a recognition decision making model that adopts the temporal data mining approach in making decisions. Reservoir water level and rainfall measurement were used as the case study to test the developed computat...
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| Format: | Article |
| Language: | English |
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Universiti Utara Malaysia
2005
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| Online Access: | https://repo.uum.edu.my/id/eprint/14/1/Norwawi_N.M.%2C_and_Ku_Mahamud_K.R.%2C_and_Deris_S.%2C_%282005%29_Reco.pdf |
| _version_ | 1825739622854950912 |
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| author | Md Norwawi, Norita Ku-Mahamud, Ku Ruhana Safaai, Deris |
| author_facet | Md Norwawi, Norita Ku-Mahamud, Ku Ruhana Safaai, Deris |
| author_sort | Md Norwawi, Norita |
| collection | UUM |
| description | An accurate and timely decision is crucial in any emergency situation. This paper presents a recognition decision making model that adopts the temporal data mining
approach in making decisions. Reservoir water level and rainfall measurement were used as the case study to test the developed computational recognition-primed decision (RPD) model in predicting the amount of water to be dispatched represented by the number of spillway gates. Experimental results indicated that new events can be predicted from historical events. Patterns were extracted and can be transformed into readable and descriptive rule based form.
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| first_indexed | 2024-07-04T05:12:28Z |
| format | Article |
| id | uum-14 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:12:28Z |
| publishDate | 2005 |
| publisher | Universiti Utara Malaysia |
| record_format | eprints |
| spelling | uum-142013-01-16T04:31:00Z https://repo.uum.edu.my/id/eprint/14/ Recognition decision-making model using temporal data mining technique Md Norwawi, Norita Ku-Mahamud, Ku Ruhana Safaai, Deris QA75 Electronic computers. Computer science An accurate and timely decision is crucial in any emergency situation. This paper presents a recognition decision making model that adopts the temporal data mining approach in making decisions. Reservoir water level and rainfall measurement were used as the case study to test the developed computational recognition-primed decision (RPD) model in predicting the amount of water to be dispatched represented by the number of spillway gates. Experimental results indicated that new events can be predicted from historical events. Patterns were extracted and can be transformed into readable and descriptive rule based form. Universiti Utara Malaysia 2005 Article PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/14/1/Norwawi_N.M.%2C_and_Ku_Mahamud_K.R.%2C_and_Deris_S.%2C_%282005%29_Reco.pdf Md Norwawi, Norita and Ku-Mahamud, Ku Ruhana and Safaai, Deris (2005) Recognition decision-making model using temporal data mining technique. Journal of ICT, 4 (1). pp. 37-56. ISSN 1675-414X http://jict.uum.edu.my/ |
| spellingShingle | QA75 Electronic computers. Computer science Md Norwawi, Norita Ku-Mahamud, Ku Ruhana Safaai, Deris Recognition decision-making model using temporal data mining technique |
| title | Recognition decision-making model using temporal data mining technique |
| title_full | Recognition decision-making model using temporal data mining technique |
| title_fullStr | Recognition decision-making model using temporal data mining technique |
| title_full_unstemmed | Recognition decision-making model using temporal data mining technique |
| title_short | Recognition decision-making model using temporal data mining technique |
| title_sort | recognition decision making model using temporal data mining technique |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/14/1/Norwawi_N.M.%2C_and_Ku_Mahamud_K.R.%2C_and_Deris_S.%2C_%282005%29_Reco.pdf |
| work_keys_str_mv | AT mdnorwawinorita recognitiondecisionmakingmodelusingtemporaldataminingtechnique AT kumahamudkuruhana recognitiondecisionmakingmodelusingtemporaldataminingtechnique AT safaaideris recognitiondecisionmakingmodelusingtemporaldataminingtechnique |