FUZZY C-MEANS AND MIXTURE DISTRIBUTION MODELS IN THE PRESENCE OF NOISE CLUSTERS

2002 ◽  
Vol 02 (04) ◽  
pp. 573-586 ◽  
Author(s):  
SADAAKI MIYAMOTO ◽  
ARNOLD C. ALANZADO
Keyword(s):  
Em Algorithm ◽  
Statistical Model ◽  
Fuzzy Model ◽  
Mixture Distribution ◽  
Distribution Model ◽  
Distribution Models ◽  
The Em Algorithm ◽  
Mixture Distribution Model ◽  
The Relationship ◽  
Noise Cluster

This paper discusses the relationship between the K-L information based FCM method and a mixture distribution model with the EM algorithm when a noise cluster is assumed. Equivalence between the two methods in the sense that the derived solutions are the same is proved. From the equivalence a parameter in the fuzzy model can be estimated by using the mixture distribution model. A regularized FCM algorithm with the noise cluster is moreover derived for which the equivalent statistical model with the EM algorithm does not exist.

A Nonstationary Wind Speed Frequency Model over South Korea: In the Context of Bayesian Mixture Distribution Model

2021 ◽  
Vol 114 (sp1) ◽  
Author(s):  
Ho-Jun Kim ◽  
Yong-Tak Kim ◽  
Tae-Woong Kim ◽  
Hyun-Han Kwon
Keyword(s):  
Wind Speed ◽  
South Korea ◽  
Mixture Distribution ◽  
Distribution Model ◽  
Frequency Model ◽  
Bayesian Mixture ◽  
Mixture Distribution Model

Study on Cooperative Games in Electric Vehicle Charging Market on Account of Shapley Distribution Model

2014 ◽  
Vol 986-987 ◽  
pp. 556-559 ◽  
Author(s):  
Shuang Yang ◽  
Min Yang
Keyword(s):  
Supply Chain ◽  
Electric Vehicle ◽  
Cooperative Games ◽  
Unit Cost ◽  
Distribution Model ◽  
Distribution Models ◽  
Profit Model ◽  
Electric Vehicle Charging ◽  
Car Park ◽  
The Relationship

This thesis applies the thought of cooperative game and studies on the best mode of cooperation and benefit distribution in the charging market in supply chain. Firstly by researching the relationship between the unit cost and the number of charging pile construction, the thesis concludes that grid, gas station and car park three party will participate at the same time. Then, with the data of Beijing charging market, it makes specific accounting of five unions of profit model, and finds out the best program in which the three-party union could be established. Finally, it uses classic Shapley method, getting the distribution models of enterprise union.

A spatiotemporal Markov-chain mixture distribution model of the clear-sky index

Solar Energy ◽  
2019 ◽  
Vol 179 ◽  
pp. 398-409 ◽  
Author(s):  
Joakim Munkhammar ◽  
Joakim Widén
Keyword(s):  
Markov Chain ◽  
Mixture Distribution ◽  
Distribution Model ◽  
Clear Sky ◽  
Mixture Distribution Model

Modeling the minus two base pair stutter ratio of the D1S1656 locus: A sequence-based mixture distribution model

2021 ◽  
Vol 51 ◽  
pp. 102450
Author(s):  
Shota Inokuchi ◽  
Koji Fujii ◽  
Hiroaki Nakanishi ◽  
Aya Takada ◽  
Kazuyuki Saito ◽  
...  
Keyword(s):  
Base Pair ◽  
Mixture Distribution ◽  
Distribution Model ◽  
Mixture Distribution Model

Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model

1999 ◽  
pp. 366-368
Author(s):  
Genta Ueno ◽  
Shinobu Machida ◽  
Nagatomo Nakamura ◽  
Tomoyuki Higuchi ◽  
Tohru Araki
Keyword(s):  
Velocity Distribution ◽  
Particle Velocity ◽  
Mixture Distribution ◽  
Finite Mixture ◽  
Distribution Model ◽  
Mixture Distribution Model
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