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AprioriAll-Algorithm-master

  • Category : Mathimatics-Numerical algorithms
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  • Update : 2018-03-06
  • Size : 817kb
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Introduction - If you have any usage issues, please Google them yourself
To reduce the generation of candidate sequences and the scans to sequence database for AprioriAll algorithm, an efficient sequential pattern mining method based on improved AprioriAll algorithm is presented. Firstly, data are preprocessed. Then do the sequential pattern mining with improved AprioriAll algorithm. The improvements of AprioriAll algorithm are mainly two points: one is to change the connection of candidate sequences to reduce the generation of candidate sequences; the other is to reduce the needless database scans to improve the efficiency of algorithm. Finally, the efficiency and validity of improved AprioriAll algorithm is validated through experiments.
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FilenameSizeUpdate
AprioriAll-Algorithm-master 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\.gitignore 96 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Instances 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Instances\big.txt 1079500 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Instances\little.txt 75 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Instances\medium.txt 1066489 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Results 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Results\big.txt 3504 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Results\little.txt 350 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\Results\medium.txt 600280 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\main 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\main\AprioriAll.java 8830 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\objects 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\objects\Candidate.java 605 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\objects\CustomerSequence.java 582 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\tests 0 2016-03-04
AprioriAll-Algorithm-master\Mining Sequential Patterns\src\tests\InstanceGenerator.java 2084 2016-03-04
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