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Pregled bibliografske jedinice broj: 915922

InterSet: Interactive Redescription Set Exploration


Mihelčić, Matej; Šmuc, Tomislav
InterSet: Interactive Redescription Set Exploration // International Conference on Discovery Science DS 2016 : Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato (ur.).
Bari, Italija: Springer International Publishing, 2016. str. 35-50 doi:10.1007/978-3-319-46307-0_3 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 915922 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
InterSet: Interactive Redescription Set Exploration

Autori
Mihelčić, Matej ; Šmuc, Tomislav

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
International Conference on Discovery Science DS 2016 : Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato - : Springer International Publishing, 2016, 35-50

Skup
Discovery Science - 19th International Conference, DS 2016

Mjesto i datum
Bari, Italija, 19-21.10.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Knowledge discovery ; Redescription mining ; Redescription set Interactive exploration ; Self organising map ; Heatmap ; Crossfilter

Sažetak
We propose a novel approach for interactive redescription set exploration and redescription analysis realized through the tool InterSet. The tool is developed for interaction with possibly large redescription sets, produced on large datasets, and it enables better understanding of the underlying data and relations between attribute sets. New insights from redescription sets can be obtained through three different interaction modes based on: (i) similarity of entity occurrence in redescription support sets, (ii) attribute co- occurence in redescriptions and (iii) redescription quality measures. These modes provide additional contextualization, which is a major advantage compared to current state of the art approaches that allow interactive redescription set exploration, enabling users to obtain new knowledge in the form of interesting redescription subsets which can be analysed further on the level of individual redescriptions.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
IP-2013-11-9623 - Postupci strojnog učenja za dubinsku analizu složenih struktura podataka (DescriptiveInduction) (Gamberger, Dragan, HRZZ - 2013-11) ( POIROT)

Ustanove:
Institut "Ruđer Bošković", Zagreb

Profili:

Avatar Url Tomislav Šmuc (autor)

Avatar Url Matej Mihelčić (autor)

Poveznice na cjeloviti tekst rada:

doi link.springer.com

Citiraj ovu publikaciju:

Mihelčić, Matej; Šmuc, Tomislav
InterSet: Interactive Redescription Set Exploration // International Conference on Discovery Science DS 2016 : Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato (ur.).
Bari, Italija: Springer International Publishing, 2016. str. 35-50 doi:10.1007/978-3-319-46307-0_3 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Mihelčić, M. & Šmuc, T. (2016) InterSet: Interactive Redescription Set Exploration. U: Calders, T., Ceci, M. & Malerba, D. (ur.)International Conference on Discovery Science DS 2016 : Proceedings doi:10.1007/978-3-319-46307-0_3.
@article{article, author = {Mihel\v{c}i\'{c}, Matej and \v{S}muc, Tomislav}, year = {2016}, pages = {35-50}, DOI = {10.1007/978-3-319-46307-0\_3}, keywords = {Knowledge discovery, Redescription mining, Redescription set Interactive exploration, Self organising map, Heatmap, Crossfilter}, doi = {10.1007/978-3-319-46307-0\_3}, title = {InterSet: Interactive Redescription Set Exploration}, keyword = {Knowledge discovery, Redescription mining, Redescription set Interactive exploration, Self organising map, Heatmap, Crossfilter}, publisher = {Springer International Publishing}, publisherplace = {Bari, Italija} }
@article{article, author = {Mihel\v{c}i\'{c}, Matej and \v{S}muc, Tomislav}, year = {2016}, pages = {35-50}, DOI = {10.1007/978-3-319-46307-0\_3}, keywords = {Knowledge discovery, Redescription mining, Redescription set Interactive exploration, Self organising map, Heatmap, Crossfilter}, doi = {10.1007/978-3-319-46307-0\_3}, title = {InterSet: Interactive Redescription Set Exploration}, keyword = {Knowledge discovery, Redescription mining, Redescription set Interactive exploration, Self organising map, Heatmap, Crossfilter}, publisher = {Springer International Publishing}, publisherplace = {Bari, Italija} }

Časopis indeksira:


  • Scopus


Citati:





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