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Reseach Article

Cluster Mapping with the help of New Extended MCF Algorithm and MCF Algorithm to Recommend an Ice Cream to the Diabetic Patient

by Suhas M. Gaikwad, Rahul R. Joshi, Preeti Mulay
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 127 - Number 6
Year of Publication: 2015
Authors: Suhas M. Gaikwad, Rahul R. Joshi, Preeti Mulay
10.5120/ijca2015906399

Suhas M. Gaikwad, Rahul R. Joshi, Preeti Mulay . Cluster Mapping with the help of New Extended MCF Algorithm and MCF Algorithm to Recommend an Ice Cream to the Diabetic Patient. International Journal of Computer Applications. 127, 6 ( October 2015), 25-27. DOI=10.5120/ijca2015906399

@article{ 10.5120/ijca2015906399,
author = { Suhas M. Gaikwad, Rahul R. Joshi, Preeti Mulay },
title = { Cluster Mapping with the help of New Extended MCF Algorithm and MCF Algorithm to Recommend an Ice Cream to the Diabetic Patient },
journal = { International Journal of Computer Applications },
issue_date = { October 2015 },
volume = { 127 },
number = { 6 },
month = { October },
year = { 2015 },
issn = { 0975-8887 },
pages = { 25-27 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume127/number6/22735-2015906399/ },
doi = { 10.5120/ijca2015906399 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:19:11.465631+05:30
%A Suhas M. Gaikwad
%A Rahul R. Joshi
%A Preeti Mulay
%T Cluster Mapping with the help of New Extended MCF Algorithm and MCF Algorithm to Recommend an Ice Cream to the Diabetic Patient
%J International Journal of Computer Applications
%@ 0975-8887
%V 127
%N 6
%P 25-27
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The research for suggesting an ice cream for a diabetic patient is carried out in data mining by using clustering and mapping between the data for ice cream and diabetic patients. Here, using MFCA, which is proposed and explained in this paper, does mapping of ice cream dataset with diabetic patient dataset. The results obtained from MCFA algorithm and the new extended MCF algorithm are explained and verified and it is observed that they are having the relevance.

References
  1. S. Chauhan, M. Imdad, W. Sintunavarat, and Y. Shen, "Unified fixed point theorems for mappings in fuzzy metric spaces via implicit relations," Journal of the Egyptian Mathematical Society, 2014.
  2. T. Y. Chen and J. H. Huang, "Application of data mining in a global optimization algorithm," Advances in Engineering Software, vol. 66, pp. 24-33, 2013.
  3. M. J. Cracknell and A. M. Reading, "Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information," Computers & Geosciences, vol. 63, pp. 22-33, 2014.
  4. V. M. da Silva, V. P. R. Minim, M. A. M. Ferreira, P. H. d. P. Souza, L. E. d. S. Moraes, and L. A. Minim, "Study of the perception of consumers in relation to different ice cream concepts," Food Quality and Preference, vol. 36, pp. 161-168, 2014.
  5. J. P. Donate, P. Cortez, G. G. Sánchez, and A. S. de Miguel, "Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble," Neurocomputing, vol. 109, pp. 27-32, 2013.
  6. D. N. Flynn, "Building a Better Model: A Novel Approach for Mapping Organisational and Functional Structure," Procedia Computer Science, vol. 44, pp. 194-203, 2015.
  7. S. Ghosh and S. Mitra, "Clustering large data with uncertainty," Applied Soft Computing, vol. 13, pp. 1639-1645, 2013.
  8. M. Grossi, R. Lazzarini, M. Lanzoni, and B. Riccò, "A novel technique to control ice cream freezing by electrical characteristics analysis," Journal of Food Engineering, vol. 106, pp. 347-354, 2011.
  9. K. Jung, K. C. Morris, K. W. Lyons, S. Leong, and H. Cho, "Mapping Strategic Goals and Operational Performance Metrics for Smart Manufacturing Systems," Procedia Computer Science, vol. 44, pp. 184-193, 2015.
  10. T. Kanit, S. Forest, D. Jeulin, F. N’Guyen, and S. Singleton, "Virtual improvement of ice cream properties by computational homogenization of microstructures," Mechanics Research Communications, vol. 38, pp. 136-140, 2011.
  11. C. Lemke and B. Gabrys, "Meta-learning for time series forecasting and forecast combination," Neurocomputing, vol. 73, pp. 2006-2016, 2010.
  12. M. K. Pakhira, "Finding Number of Clusters before Finding Clusters," Procedia Technology, vol. 4, pp. 27-37, 2012.
  13. I. Railean, P. Lenca, S. Moga, and M. Borda, "Closeness Preference – A new interestingness measure for sequential rules mining," Knowledge-Based Systems, vol. 44, pp. 48-56, 2013.
  14. Preeti Mulay, Dr. Parag A. Kulkarni, “Knowledge augmentation via incremental clustering, new technology for effective knowledge management”, ACM digital library, International journal of business information systems, vol. 12, issue 1, Dec 2013.
  15. Suhas Machhindra Gaikwad, Dr. Preeti Mulay, Rahul Raghvendra Joshi. "Analytical Hierarchy Process to Recommend an Ice Cream to a Diabetic Patient based on Sugar Content in it." procedia Elsevier (2015).
  16. StatCrunch – Data analysis on the Web. http://www.statcrunch.com.
  17. Prachi M. Joshi, Dr. Parag A. Kulkarni A Novel Approach for Clustering based on Pattern Analysis International Journal of Computer Applications (0975 – 8887) Volume 25– No.4, July 2011
  18. Gaikwad, Suhas Machhindra, Preeti Mulay, and Rahul Raghvendra Joshi. "Analytical Hierarchy Process to Recommend an Ice Cream to a Diabetic Patient Based on Sugar Content in it." Procedia Computer Science 50 (2015): 64-72.
  19. Gaikwad, Suhas Machhindra, Preeti Mulay, and Rahul Raghvendra Joshi. "Attribute Visualization and Cluster Mapping With The Help of New Proposed Algorithm and Modified Cluster Formation Algorithm To Recommend An Ice Cream To The Diabetic Patient Based on Sugar Contain In It." International Journal of Applied Engineering Research 10.8 (2015).
Index Terms

Computer Science
Information Sciences

Keywords

Modified Cluster Formation Algorithm Extended modified cluster formation Algorithm Ice cream attribute Diabetic Patient Matlab.