Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree)
In data mining, visual representation can help in enhancing the ability of analyzing and understanding the techniques, patterns and their integration. Recently, there are varieties of visualizers have been proposed in marketplace and knowledge discovery communities. However, the detail visualization...
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| Format: | Conference or Workshop Item |
| Language: | English |
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Springer, Berlin, Heidelberg
2011
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/25737/1/Visualizing%20the%20construction%20of%20incremental%20Disorder%20Trie%20Itemset%20data%20structure.pdf |
| _version_ | 1796993523008929792 |
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| author | Zailani, Abdullah Tutut, Herawan Mustafa, Mat Deris |
| author_facet | Zailani, Abdullah Tutut, Herawan Mustafa, Mat Deris |
| author_sort | Zailani, Abdullah |
| collection | UMP |
| description | In data mining, visual representation can help in enhancing the ability of analyzing and understanding the techniques, patterns and their integration. Recently, there are varieties of visualizers have been proposed in marketplace and knowledge discovery communities. However, the detail visualization processes for constructing any incremental tree data structure from its original dataset are rarely presented. Essentially, graphic illustrations of the complex processes are easier to be understood as compared to the complex computer pseudocode. Therefore, this paper explains the visualization process of constructing our incremental Disorder Support Trie Itemset (DOSTrieIT) data structure from the flat-file dataset. DOSTrieIT can be used later as a compressed source of information for building Frequent Pattern Tree (FP-Tree). To ensure understandability, an appropriate dataset and its processes are graphically presented and details explained. |
| first_indexed | 2024-03-06T12:35:15Z |
| format | Conference or Workshop Item |
| id | UMPir25737 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:35:15Z |
| publishDate | 2011 |
| publisher | Springer, Berlin, Heidelberg |
| record_format | dspace |
| spelling | UMPir257372019-12-19T04:41:36Z http://umpir.ump.edu.my/id/eprint/25737/ Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) Zailani, Abdullah Tutut, Herawan Mustafa, Mat Deris QA76 Computer software In data mining, visual representation can help in enhancing the ability of analyzing and understanding the techniques, patterns and their integration. Recently, there are varieties of visualizers have been proposed in marketplace and knowledge discovery communities. However, the detail visualization processes for constructing any incremental tree data structure from its original dataset are rarely presented. Essentially, graphic illustrations of the complex processes are easier to be understood as compared to the complex computer pseudocode. Therefore, this paper explains the visualization process of constructing our incremental Disorder Support Trie Itemset (DOSTrieIT) data structure from the flat-file dataset. DOSTrieIT can be used later as a compressed source of information for building Frequent Pattern Tree (FP-Tree). To ensure understandability, an appropriate dataset and its processes are graphically presented and details explained. Springer, Berlin, Heidelberg 2011 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25737/1/Visualizing%20the%20construction%20of%20incremental%20Disorder%20Trie%20Itemset%20data%20structure.pdf Zailani, Abdullah and Tutut, Herawan and Mustafa, Mat Deris (2011) Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree). In: 2nd International Visual Informatics Conference (IVIC 2011) , 9-11 November 2011 , Selangor. pp. 183-195., 7066. ISSN 0302-9743 ISBN 978-3-642-25190-0 https://doi.org/10.1007/978-3-642-25191-7_18 |
| spellingShingle | QA76 Computer software Zailani, Abdullah Tutut, Herawan Mustafa, Mat Deris Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title | Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title_full | Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title_fullStr | Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title_full_unstemmed | Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title_short | Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree) |
| title_sort | visualizing the construction of incremental disorder trie itemset data structure dostrieit for frequent pattern tree fp tree |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/25737/1/Visualizing%20the%20construction%20of%20incremental%20Disorder%20Trie%20Itemset%20data%20structure.pdf |
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