PESCHEL, Jakub and Pavel ZEZULA. ADAMiSS: Advanced Data Analysis, Mining and Search, System. In Similarity Search and Applications: 12th International conference, SISAP 2019, Newark, New Jersey, USA, October 2-4, 2019, Proceedings. Cham: Springer International Publishing. p. 351-355. ISBN 978-3-030-32046-1. 2019.
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Basic information
Original name ADAMiSS: Advanced Data Analysis, Mining and Search, System
Authors PESCHEL, Jakub (203 Czech Republic, belonging to the institution) and Pavel ZEZULA (203 Czech Republic, belonging to the institution).
Edition Cham, Similarity Search and Applications: 12th International conference, SISAP 2019, Newark, New Jersey, USA, October 2-4, 2019, Proceedings, p. 351-355, 5 pp. 2019.
Publisher Springer International Publishing
Other information
Original language English
Type of outcome Proceedings paper
Country of publisher Switzerland
Confidentiality degree is not subject to a state or trade secret
Publication form printed version "print"
RIV identification code RIV/00216224:14330/19:00108315
Organization Fakulta informatiky – Repository – Repository
ISBN 978-3-030-32046-1
ISSN 0302-9743
Keywords in English data analysis;pattern mining;similarity search;advanced data types
Links VI20172020096, research and development project.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 9/11/2020 16:29.
Abstract
The complexity of contemporary data warrants a need for better analysing tools in investigative areas. Human processing of data is no longer a viable option. We present an architecture of a novel universal system for analysis of graph-structured data, where data-mining and similarity-search operators can be used to discover or search for unknown information. We also present results that were obtained by our prototype implementation on two real-world data collections: the Twitter Higg's boson dataset and the Kosarak dataset.
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  • a concrete person Mgr. Lucie Vařechová, uco 106253
  • a concrete person RNDr. Daniel Jakubík, uco 139797
  • a concrete person Mgr. Jolana Surýnková, uco 220973
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