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MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F13%3APU107073" target="_blank" >RIV/00216305:26230/13:PU107073 - isvavai.cz</a>

  • Result on the web

    <a href="http://link.springer.com/chapter/10.1007/978-3-642-53914-5_14" target="_blank" >http://link.springer.com/chapter/10.1007/978-3-642-53914-5_14</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-53914-5_14" target="_blank" >10.1007/978-3-642-53914-5_14</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns

  • Original language description

    The problem of mining sequential patterns has been widely studied and many efficient algorithms used to solve this problem have been published. In some cases, there can be implicitly or explicitely defined taxonomies (hierarchies) over input items (e.g. product categories in a e-shop or sub-domains in the DNS system). However, how to deal with taxonomies in sequential pattern mining is marginally discussed. In this paper, we formulate the problem of mining hierarchically-closed multi-level sequential patterns and demonstrate its usefulness. The MLSP algorithm based on the on-demand generalization that outperforms other similar algorithms for mining multi-level sequential patterns is presented here.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    9th International Conference, ADMA 2013

  • ISBN

    978-3-642-53913-8

  • ISSN

  • e-ISSN

  • Number of pages

    12

  • Pages from-to

    157-168

  • Publisher name

    Springer Verlag

  • Place of publication

    Hangzhou

  • Event location

    Zhejiang University, Hangzhou

  • Event date

    Dec 14, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article