title: APPLYING COOPERATIVE GAME THEORY WITH COALITIONAL STRUCTURE FOR DATA CLUSTERING
metadata.name: dc.contributor.author
metadata.value: Staroverova, Kseniya Yu.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Bure, Vladimir M.
metadata.lang: -
metadata.name: dc.date.accessioned
metadata.value: 2018-07-31T13:17:16Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2018-07-31T13:17:16Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2018-05-31
metadata.lang: -
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/14669
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: In the work, a cooperative game where distance or similarity
  of players may be defined is considered. A characteristic function is
  defined in such a way that it is high for such coalitions which consist
  of more similar objects than objects from other coalitions. We consider
  the function which may not be superadditive that is why not only the
  grand coalition but smaller ones can be formed and considering a game
  with coalitional structure is reasonable. Therefore, we have a natural
  transformation from a cooperative game to a clustering problem. Several
  single-valued cooperative solution concepts are considered with this type
  of a characteristic function and stability conditions are found.
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: ru
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: coalition
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: stable coalitional structure,
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: clustering
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: Shapley value
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: Aumann-Dreze value
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: ES-value
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: APPLYING COOPERATIVE GAME THEORY WITH COALITIONAL STRUCTURE FOR DATA CLUSTERING
metadata.lang: en_GB
metadata.name: dc.type
metadata.value: Article
metadata.lang: en_GB
resources.filename: Буре, Староверова.pdf
resources.url: https://dspace.spbu.ru/bitstream/11701/14669/1/%d0%91%d1%83%d1%80%d0%b5%2c%20%d0%a1%d1%82%d0%b0%d1%80%d0%be%d0%b2%d0%b5%d1%80%d0%be%d0%b2%d0%b0.pdf
resources.format: Adobe PDF
resources.size: 531,29 kB