Difference between revisions of "Publications:Interactive Clustering : A Comprehensive Review"
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|PID=1392785 | |PID=1392785 | ||
|Name=Bae, Juhee (0000-0002-2415-7243) (University of Skövde, Skövde, Sweden);Helldin, Tove (0000-0001-6245-5850) (University of Skövde, Skövde, Sweden);Riveiro, Maria (Jönköping University, Jönköping, Sweden & University of Skövde, Skövde, Sweden);Nowaczyk, Sławomir (slanow) (0000-0002-7796-5201) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Bouguelia, Mohamed-Rafik (mohbou) (0000-0002-2859-6155) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Falkman, Göran (0000-0001-8884-2154) (University of Skövde, Skövde, Sweden) | |Name=Bae, Juhee (0000-0002-2415-7243) (University of Skövde, Skövde, Sweden);Helldin, Tove (0000-0001-6245-5850) (University of Skövde, Skövde, Sweden);Riveiro, Maria (Jönköping University, Jönköping, Sweden & University of Skövde, Skövde, Sweden);Nowaczyk, Sławomir (slanow) (0000-0002-7796-5201) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Bouguelia, Mohamed-Rafik (mohbou) (0000-0002-2859-6155) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Falkman, Göran (0000-0001-8884-2154) (University of Skövde, Skövde, Sweden) | ||
− | |Title=Interactive Clustering : A Comprehensive Review | + | |Title=Interactive Clustering: A Comprehensive Review |
|PublicationType=Journal Paper | |PublicationType=Journal Paper | ||
|ContentType=Refereegranskat | |ContentType=Refereegranskat |
Latest revision as of 19:21, 6 May 2020
Title | Interactive Clustering: A Comprehensive Review |
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Author | Juhee Bae and Tove Helldin and Maria Riveiro and Sławomir Nowaczyk and Mohamed-Rafik Bouguelia and Göran Falkman |
Year | 2020 |
PublicationType | Journal Paper |
Journal | ACM Computing Surveys |
HostPublication | |
Conference | |
DOI | http://dx.doi.org/10.1145/3340960 |
Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:1392785 |
Abstract | In this survey, 105 papers related to interactive clustering were reviewed according to seven perspectives: (1) on what level is the interaction happening, (2) which interactive operations are involved, (3) how user feedback is incorporated, (4) how interactive clustering is evaluated, (5) which data and (6) which clustering methods have been used, and (7) what outlined challenges there are. This article serves as a comprehensive overview of the field and outlines the state of the art within the area as well as identifies challenges and future research needs. © 2020 Copyright held by the owner/author(s). |