Sequential pattern mining is a topic of data mining concerned with finding statistically relevant patterns between data examples where the values are delivered...
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(association rule mining, sequential pattern mining). This usually involves using database techniques such as spatial indices. These patterns can then be seen...
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mining or structured data mining is the process of finding and extracting useful information from semi-structured data sets. Graph mining, sequential...
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learning Record linkage Sequential pattern mining (string and sequence mining) w-shingling Web mining, a task that may involve text mining (e.g. first find appropriate...
39 KB (4,525 words) - 10:24, 17 April 2025
science, pattern matching is the act of checking a given sequence of tokens for the presence of the constituents of some pattern. In contrast to pattern recognition...
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algorithm. Other strategies include: Frequent subtree mining Structure mining Sequential pattern mining and respective specific techniques. Implementations...
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data mining, and data privacy. He developed some of the fastest data mining algorithms for frequent pattern mining, sequential pattern mining, and decision...
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factor analysis, social network analysis, association rule mining, and sequential pattern mining. Discovered relationships must then be validated in order...
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Association rule learning (redirect from Association rule mining)
Association Rules e.g. partition the age into 5-year-increment ranged Sequential pattern mining discovers subsequences that are common to more than minsup (minimum...
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Other Parsing Pattern matching Compressed pattern matching Longest common subsequence Longest common substring Sequential pattern mining Sorting String...
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intelligence Physical symbol systems hypothesis Semantic Web Sequential pattern mining Statistical relational learning Symbolic mathematics YAGO ontology...
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Other Parsing Pattern matching Compressed pattern matching Longest common subsequence Longest common substring Sequential pattern mining Sorting String...
16 KB (1,787 words) - 10:55, 12 May 2025
Other Parsing Pattern matching Compressed pattern matching Longest common subsequence Longest common substring Sequential pattern mining Sorting String...
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compiling a regular expression to an NFA that can efficiently perform pattern matching on strings. Conversely, Kleene's algorithm can be used to convert...
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index can be used to locate all occurrences of a pattern in time linear or near-linear in the pattern size, with no dependence or only logarithmic dependence...
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processing utilities use regular expressions to describe advanced search patterns, but NFAs are better suited for execution on a computer. Hence, this algorithm...
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Other Parsing Pattern matching Compressed pattern matching Longest common subsequence Longest common substring Sequential pattern mining Sorting String...
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doi:10.1145/2071379.2071383. Apostolico, Alberto; Galil, Zvi (1997-05-29). Pattern Matching Algorithms. Oxford University Press. ISBNÂ 9780195354348. Masek...
35 KB (4,355 words) - 22:13, 6 April 2025
In computer science, compressed pattern matching (abbreviated as CPM) is the process of searching for patterns in compressed data with little or no decompression...
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effectively analyze Internet water army user behavior and use the sequential pattern mining algorithms to determine paid posters' accounts. An information...
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discovery. finding k most interesting patterns using sequential sampling. mining top.k frequent closed patterns without minimum support. k-optimal rule...
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doi:10.1007/BF01084395. Zbl 0509.68043. Weiner, Peter (1973). "Linear pattern matching algorithms". 14th Annual Symposium on Switching and Automata Theory...
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SEMMA (category Applied data mining)
aimed to create a neutral methodology, SAS also offered a pattern to follow in its data mining tools. The phases of SEMMA and related tasks are the following:...
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techniques in the field of process mining try to discover end-to-end process models that are able to describe sequential, choice relation, concurrent and...
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GSP algorithm (category Data mining algorithms)
algorithm (Generalized Sequential Pattern algorithm) is an algorithm used for sequence mining. The algorithms for solving sequence mining problems are mostly...
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alignment Sequence analysis in bioinformatics Sequence clustering Sequential pattern mining Stochastic process Survival analysis Abbott, Andrew (1983). "Sequences...
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activation patterns orthogonal to one another. Lewandowsky and Li (1995) noted that the interference between sequentially learned patterns is minimized...
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cited papers in the area of Data Mining. It won the VLDB 10-year award in 2004. His 1995 paper, Mining Sequential Patterns, also co-authored with Rakesh...
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Social media mining is the process of obtaining data from user-generated content on social media in order to extract actionable patterns, form conclusions...
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maximum-relevance selection. Many heuristic algorithms can be used, such as the sequential forward, backward, or floating selections. On the other hand, features...
4 KB (502 words) - 11:35, 1 May 2025