International Journal on Soft Computing
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Published By Academy And Industry Research Collaboration Center

2229-6735, 2229-7103

2021 ◽  
Vol 12 (4) ◽  
pp. 1-20
Author(s):  
Nicolás Enrique Salgado Guitiérrez ◽  
Sergio Andrés Valencia Ramírez ◽  
José Soriano Méndez

This paper proposes a definition of a fuzzy partition element based on the homomorphism between type-1 fuzzy sets and the three-valued Kleene algebra. A new clustering method based on the C-means algorithm, using the defined partition, is presented in this paper, which will be validated with the traditional iris clustering problem by measuring its petals.


2021 ◽  
Vol 12 (1) ◽  
pp. 1-11
Author(s):  
Kishore Sugali ◽  
Chris Sprunger ◽  
Venkata N Inukollu

Artificial Intelligence and Machine Learning have been around for a long time. In recent years, there has been a surge in popularity for applications integrating AI and ML technology. As with traditional development, software testing is a critical component of a successful AI/ML application. The development methodology used in AI/ML contrasts significantly from traditional development. In light of these distinctions, various software testing challenges arise. The emphasis of this paper is on the challenge of effectively splitting the data into training and testing data sets. By applying a k-Means clustering strategy to the data set followed by a decision tree, we can significantly increase the likelihood of the training data set to represent the domain of the full dataset and thus avoid training a model that is likely to fail because it has only learned a subset of the full data domain.


2020 ◽  
Vol 11 (4) ◽  
pp. 1-8
Author(s):  
Biswaranjan Mandal

The present paper deals with an inventory management system with ramp type and quadratic demand rates. A constant deterioration rate is considered into the model. In the two types models, the optimum time and total cost are derived when demand is ramp type and quadratic. A structural comparative study is demonstrated here by illustrating the model with sensitivity analysis.


2017 ◽  
Vol 8 (3/4) ◽  
pp. 21-37
Author(s):  
Uduak Umoh ◽  
Daniel Asuquo ◽  
Imoh Eyoh ◽  
Margaret Offisong

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