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International Journal for Research Trends and Innovation
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ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 114
Article Submitted : 18797
Article Published : 7888
Total Authors : 20844
Total Reviewer : 759
Total Countries : 142
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| Paper Title: | Diagnosis of breast cancer using Neural Networks |
| Authors Name: | Y.Md.Riyazuddin , Dr K Krishna Reddy , Dr S Mahaboob Basha |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_180189
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| Published Paper Id: | IJRTI1805029 |
| Published In: | Volume 3 Issue 5, May-2018 |
| DOI: | |
| Abstract: | Neural Networks provide solutions to biologically inspired problem of medical domain like breast cancer. Neural Networks, Fuzzy Logic and Genetic Algorithms contribute novel algorithms to deal with breast cancer. Breast cancer can be diagnosed using soft computing methods. In this paper, we try to produce effective diagnosis of breast cancer by using feature reduction and classification methods. The net-effect of the classification before and after feature reduction process is stated. The feature reduction method applied is Principal Component Analysis (PCA) and the classification method includes Support Vector Machines (SVM). The result of the proposed method produced better outcome when applied on Breast Cancer Data Set . |
| Keywords: | Neural Networks, Breast Cancer, feature reduction, PCA, Classification, SVM |
| Cite Article: | "Diagnosis of breast cancer using Neural Networks", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.3, Issue 5, page no.163 - 166, May-2018, Available :http://www.ijrti.org/papers/IJRTI1805029.pdf |
| Downloads: | 000205165 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI1805029
Registration ID:180189
Published In: Volume 3 Issue 5, May-2018
DOI (Digital Object Identifier):
Page No: 163 - 166 Country: Kadapa, Andhra Pradesh, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1805029 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1805029 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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