Survey on Pattern Classification with incomplete values
Abstract & Details
Research Area
Computer Science and engineering
Keywords
Prototype Based classification
clustering
k-means clustering.
Abstract
Incomplete pattern system is based on the values which are missing in the dataset. This is very challenging task to classify the incomplete pattern. The new method is introduced Prototype based credal classification (PCC) method to deal with this issue. To estimate the missing values training samples are used through the the class prototypes. To solve the classification problem a new credel combination method is introduced. In the proposed system k-means clustering is done for the clustering of incomplete pattern. It is very difficult to classify the incomplete pattern in a specific class. The data fusion is done in the system with the selected meta-class
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Ashwini Bhosale | SRES’ College of Engineering |
| 2 | Dr.A.B.Pawar | SRES’ College of Engineering |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Bhosale, Ashwini & Dr.A.B.Pawar (2016). Survey on Pattern Classification with incomplete values. International Journal of Advance Research and Innovative Ideas In Education, 2(4), 472-477.
MLA Style
Bhosale, Ashwini, and Dr.A.B.Pawar. "Survey on Pattern Classification with incomplete values." International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 4, 2016, pp. 472-477.
IEEE Style
Ashwini Bhosale and Dr.A.B.Pawar, "Survey on Pattern Classification with incomplete values," International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 4, pp. 472-477, 2016.
Vancouver Style
Bhosale Ashwini, Dr.A.B.Pawar. Survey on Pattern Classification with incomplete values. International Journal of Advance Research and Innovative Ideas In Education. 2016;2(4):472-477.
Harvard Style
Bhosale, Ashwini & Dr.A.B.Pawar (2016) 'Survey on Pattern Classification with incomplete values', International Journal of Advance Research and Innovative Ideas In Education, 2(4), pp. 472-477.
Chicago Style
Bhosale, Ashwini and Dr.A.B.Pawar. "Survey on Pattern Classification with incomplete values." International Journal of Advance Research and Innovative Ideas In Education 2, no. 4 (2016): 472-477.
Turabian Style
Bhosale, Ashwini and Dr.A.B.Pawar. "Survey on Pattern Classification with incomplete values." International Journal of Advance Research and Innovative Ideas In Education 2, no. 4 (2016): 472-477.
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