Gaussian Mixture Model

Language: English

Published by LAP LAMBERT Academic Publishing Dez 2018, 2018

6139987954 / 9786139987955

  • Softcover
  • New
See all details

Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

5-star seller

AbeBooks seller since January 11, 2012

View this seller's items
Softcover

Condition: New

£ 35.20

£ 19.70 shipping 
Ships from Germany to U.S.A.

Quantity: 2 available

Add to basket

Item description from seller

This item is printed on demand - it takes 3-4 days longer - Neuware -Gaussian Mixture Model (GMM) is the probabilistic model, it works well with the classification and parameter estimation strategy. In this Maximum Likelihood Estimation (MLE) based on Expectation Maximization (EM) is being used for the parameter estimation approach and the estimated parameters are being used for the training and the testing of the images for their normality and the abnormality. With the mean and the covariance calculated as the parameters they are used in the Gaussian Mixture Model (GMM) based training of the classifier. Support Vector Machine a discriminative classifier and the Gaussian Mixture Model a generative model classifier are the two most popular techniques used in this work. The performance of the classification strategy of both the classifiers used have a better proficiency when compared to the other classifiers. By combining the SVM and GMM we could be able to classify at a better level since estimating the parameters through the GMM has a very few amount of features and hence it is not needed to use any of the feature reduction techniques. 56 pp. Englisch.

Seller Inventory # 9786139987955

Title
Gaussian Mixture Model
Author
A. Vignesh Kumar
Publisher
LAP LAMBERT Academic Publishing Dez 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6139987954
ISBN 13
9786139987955
Item weight
102 grams
Dimensions
220x150x4 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First item£ 19.70£ 19.70
Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.

Payment methods

VisaMastercardAmerican ExpressApple PayGoogle Pay
Bank Wire TransferCheckPaypal

Seller's business information

BuchWeltWeit Ludwig Meier e.K.

Germany