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Unformatted text preview: JORDAN UNIVERSITY OF SCIENCE AND TECHNOLOGY Informtion Technology Faculty Computer Science Deprtment CS 729 Advanced Data Mining Distance and Data Similarity Metrics Done by: Mohammed K. Ali Shatnawi 20093171003 Presented to: Dr. Hasan Najadat Distance and Similarity Metrics Similarity between any two objects is a good indicator for how much they are similar and whether they share some common features sometimes. The most straightforward way to measure the similarity between two features is to compute the distance between them using a certain distance metric, which is also one of the most popular methods. Distance metrics are applicable in many fields such as image retrieval, data retrieval and data mining. Different measures of distance or similarity are convenient for different types of analysis. The following are some standard distance measures grouped according to their analysis....
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- Spring '09
- Distance, Damerau Levenshtein Distance, Needleman Wunsch Similarity, Data Similarity Metrics