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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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
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e-ISSN
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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
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