Visualizing the construction of incremental Disorder Trie Itemset data structure (DOSTrieIT) for Frequent Pattern Tree (FP-Tree)

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...

Full description

Bibliographic Details
Main Authors: Zailani, Abdullah, Tutut, Herawan, Mustafa, Mat Deris
Format: Conference or Workshop Item
Language:English
Published: Springer, Berlin, Heidelberg 2011
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/25737/
http://umpir.ump.edu.my/id/eprint/25737/
http://umpir.ump.edu.my/id/eprint/25737/1/Visualizing%20the%20construction%20of%20incremental%20Disorder%20Trie%20Itemset%20data%20structure.pdf
id ump-25737
recordtype eprints
spelling ump-257372019-12-19T04:41:36Z 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
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA76 Computer software
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)
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.
format Conference or Workshop Item
author Zailani, Abdullah
Tutut, Herawan
Mustafa, Mat Deris
author_facet Zailani, Abdullah
Tutut, Herawan
Mustafa, Mat Deris
author_sort Zailani, Abdullah
title 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_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_sort visualizing the construction of incremental disorder trie itemset data structure (dostrieit) for frequent pattern tree (fp-tree)
publisher Springer, Berlin, Heidelberg
publishDate 2011
url http://umpir.ump.edu.my/id/eprint/25737/
http://umpir.ump.edu.my/id/eprint/25737/
http://umpir.ump.edu.my/id/eprint/25737/1/Visualizing%20the%20construction%20of%20incremental%20Disorder%20Trie%20Itemset%20data%20structure.pdf
first_indexed 2023-09-18T22:39:42Z
last_indexed 2023-09-18T22:39:42Z
_version_ 1777416832337051648

Similar Items