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Title: | Approximate matching of complex structures | Authors: | RAJIV PANICKER | Keywords: | Approximate Pattern Matching, Graph Algorithms, Information Retrieval, Regular Expressions, Tree Algorithms | Issue Date: | 19-Oct-2004 | Citation: | RAJIV PANICKER (2004-10-19). Approximate matching of complex structures. ScholarBank@NUS Repository. | Abstract: | Approximate pattern-matching form the basis of many commercial applications in such as bio-informatics and information extraction. We present algorithms for approximate matching of trees (ordered and unordered) and acyclic graphs based on edit distance measures under the degree-1 constraint with worst case execution time of O(|T1|.|T2|.k^2logk) and O(|T1|^2.|T2|^2.k^2logk) respectively. The implication of these algorithms being that the relevant information is located at the leaves of a tree or at the periphery of a graph. We also present an algorithm to perform approximate matching of a string with a special type of regular expression where the kleene closure (*) is only allowed to be bound to a single character in a worst case execution time of O(|S|^3) for a given string S . Our performance evaluation indicates that our proposed techniques indeed outperform an existing well-known algorithm for approximate regular expression matching in terms of execution times. | URI: | http://scholarbank.nus.edu.sg/handle/10635/14303 |
Appears in Collections: | Master's Theses (Open) |
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RajivPanicker - MSC2004.pdf | 457.29 kB | Adobe PDF | OPEN | None | View/Download | |
RajivPanicker - MSC2004 - Title.pdf | 21 kB | Adobe PDF | OPEN | None | View/Download |
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