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008200705s2020 ne o 000 0 eng d
019 ▼a 1162815946
020 ▼a 164368079X ▼q (electronic bk.)
020 ▼a 9781643680798 ▼q (electronic bk.)
020 ▼z 9781643680781
035 ▼a 2512584 ▼b (N$T)
035 ▼a (OCoLC)1162846576 ▼z (OCoLC)1162815946
040 ▼a YDX ▼b eng ▼c YDX ▼d N$T ▼d EBLCP ▼d TEF ▼d 248032
049 ▼a MAIN
050 4 ▼a QA76.9.D343
08204 ▼a 006.3/12 ▼2 23
1001 ▼a Welke, Pascal.
24510 ▼a EFFICIENT FREQUENT SUBTREE MINING BEYOND FORESTS ▼h [electronic resource].
260 ▼a AMSTERDAM : ▼b IOS PRESS, ▼c 2020.
300 ▼a 1 online resource
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
5050 ▼a Intro -- Title Page -- Contents -- 1 Introduction -- 1.1 A Motivating Experiment -- 1.2 Contributions -- 1.3 Outline -- 1.4 Previously Published Work -- 2 Preliminaries -- 2.1 Notions and Notation -- 2.2 Frequent Connected Subgraph Mining -- 2.3 Embedding Computation -- 2.4 Datasets -- 3 Related Work -- 3.1 Algorithms for the SubgraphIsomorphism Problem -- 3.2 Algorithms for the FCSM Problem -- 4 Probabilistic Frequent Subtrees -- 4.1 Mining Probabilistic Frequent Subtrees -- 4.2 Experimental Evaluation -- 4.3 Summary -- 5 Boosted Probabilistic Frequent Subtrees
5058 ▼a 5.1 An Efficient Embedding Operator for Trees -- 5.2 Mining Boosted Probabilistic Frequent Subtrees -- 5.3 Exact Frequent Subtree Mining -- 5.4 Summary and Open Questions -- 6 Fast Computation -- 6.1 Complete Embeddings into Subtree Feature Spaces -- 6.2 Min-Hashing in Subtree Feature Spaces -- 6.3 Experimental Evaluation -- 6.4 Summary and Open Questions -- 7 Conclusion -- 7.1 Discussion -- 7.2 Outlook -- A HamiltonianPath for Cactus Graphs -- A.1 Three Necessary Conditions -- A.2 A Linear Time Algorithm for Cactus Graphs -- A.3 Some Statistics for Real-World Datasets -- A.4 Summary
5058 ▼a B Poissons Binomial Distribution -- Bibliography
590 ▼a OCLC control number change
650 0 ▼a Data mining.
655 0 ▼a Electronic books.
655 4 ▼a Electronic books.
85640 ▼3 EBSCOhost ▼u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2512584
938 ▼a YBP Library Services ▼b YANK ▼n 301357898
938 ▼a ProQuest Ebook Central ▼b EBLB ▼n EBL6240697
938 ▼a EBSCOhost ▼b EBSC ▼n 2512584
990 ▼a 관리자
994 ▼a 92 ▼b N$T