Data clustering via cooperative games: a novel approach and comparative study

ALV Coelho, NC Sandes - Information Sciences, 2021 - Elsevier
Arguably, the main purpose of cluster analysis is to develop algorithms to reveal natural
groupings (clusterings) over a set of data points based on their similarity. On the other hand …

Clustering ensembles: A hedonic game theoretical approach

NC Sandes, ALV Coelho - Pattern Recognition, 2018 - Elsevier
Clustering ensembles (CE) comprise a class of pattern recognition methods that take a set of
data clusterings (base partitions) as input and generate a consensus, better-quality partition …

Dynamic Cooperative Oligopolies

F Szidarovszky, A Matsumoto - Mathematics, 2024 - mdpi.com
An n-person cooperative oligopoly is considered without product differentiation. It is
assumed that the firms know the unit price function but have no access to the cost functions …

Applying cooperative games with coalition structure for data clustering

VM Bure, KY Staroverova - Automation and Remote Control, 2019 - Springer
This paper considers a cooperative game in which the distance (or similarity) between some
objects (players) can be measured numerically. For this game, a characteristic function is …

Применение теории кооперативных игр с коалиционной структурой для кластеризации данных

ВМ Буре, КЮ Староверова - Математическая теория игр и её …, 2018 - mathnet.ru
В работе рассматриваетсÿ кооперативнаÿ игра, где игроками ÿвлÿютсÿ некоторые
объекты, длÿ которых можно численно измерить расстоÿние или сходство между ними …

[PDF][PDF] Knowledge Extraction From Email Conversations and Its Application to Question Answering

PP Dakle - 2021 - utd-ir.tdl.org
Email communication is the exchange of messages between two or more people over the
internet using electronic devices. With billions of emails exchanged every day, extracting …

Data Mining using the Theory Cooperative Games in C-core to form clusters

AA Egorova - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
For data analysis, objects can be clustered in a variety of ways and methods. The tree of
possible options appears. To make decisions, we use the methods of game theory. The …

[PDF][PDF] Computer simulation of coalition building process

SP Vladislavovic - 2022 - dspace.spbu.ru
The paper considers the formation of a coalition structure from the point of view of a
cooperative game. Most works on the cooperative game theory do not consider how …

Cooperative Game Theoretic Solution Concepts for top- Problems

S Dhamal, A Meghlan, Y Narahari - arXiv preprint arXiv:1407.5442, 2014 - arxiv.org
The problem of finding the $ k $ most critical nodes, referred to as the $ top\text {-} k $
problem, is a very important one in several contexts such as information diffusion and …

[PDF][PDF] Hypergraph Clustering based on Game Theory

A Abdelkader, N Fung, A Li, S Shah - 2014 - cs.umd.edu
Data clustering considers the problem of grouping data into clusters based on its similarity
measure. It is one of the central problems for data analysis, with a wide applications to a …