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6th IARP -TC-15 Workshop on Graphbased Representations in Pattern Recognition

Mining Frequent Closed Unordered Trees Through Natural Representations

author: Albert Bifet, UPC- BARCELONA TECH
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Slides
0:00 Mining Frequent Closed Unordered Trees Through Natural Representations
0:36 Introduction (1)
1:34 Introduction (2)
2:01 Introduction (3)
2:28 Introduction (4)
3:44 Introduction (5)
4:15 Introduction (6)
4:33 Related Work
5:40 Natural Representation (1)
6:56 Natural Representation (2)
8:09 Mining frequent subtrees in the ordered case (1)
8:34 Mining frequent subtrees in the ordered case (2)
9:15 Mining frequent subtrees in the ordered case (3)
9:25 Canonical Forms
10:01 Mining frequent subtrees in the unordered case (1)
10:07 Mining frequent subtrees in the unordered case (2)
10:17 Closure-based mining (1)
10:29 Closure-based mining (2)
10:50 Example: Ordered Case
11:22 Example: Unordered Case
11:39 Experiments: Gazelle Unordered Trees
12:55 Conclusions and Future Work
13:41 Future Work

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