Research Article
Iterative Pattern Matching using K- nn and Lazy Bayesian Rule
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 117 - Issue 24 |
| Published: May 2015 |
| Authors: Rashmi Madhukar Jadhav, Roshani Ade |
10.5120/20699-3298
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Rashmi Madhukar Jadhav, Roshani Ade . Iterative Pattern Matching using K- nn and Lazy Bayesian Rule. International Journal of Computer Applications. 117, 24 (May 2015), 1-3. DOI=10.5120/20699-3298
@article{ 10.5120/20699-3298,
author = { Rashmi Madhukar Jadhav,Roshani Ade },
title = { Iterative Pattern Matching using K- nn and Lazy Bayesian Rule },
journal = { International Journal of Computer Applications },
year = { 2015 },
volume = { 117 },
number = { 24 },
pages = { 1-3 },
doi = { 10.5120/20699-3298 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2015
%A Rashmi Madhukar Jadhav
%A Roshani Ade
%T Iterative Pattern Matching using K- nn and Lazy Bayesian Rule%T
%J International Journal of Computer Applications
%V 117
%N 24
%P 1-3
%R 10.5120/20699-3298
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Medical Data is an abundant source of information for research. Enormous quantity of data is available but is put to use in merely diagnostic procedure. Researchers are now spotlighting their interest in the medical field. This paper focuses on the misdiagnosis attribute that is often ignored but may lead to exact cause of disease and thus result in fine diagnosis in the patient.
References
- Ian H. Witten, Eibe Frank, Mark A. Hall, "Data Mining", Third Edition, Elsevier, 2012.
- Margaret H. Dunham, "Data Mining-Introductory and advanced topics", Pearson Education, 2013.
- Rahul Isola, Rebeck Carvalho et al. , "Automated Differential Diagnosis in Medical Systems using Neural Networks, k-NN and SOM",IEEE 2011.
- Hatice Catalouk and Metin KESLERA, "Diagnostic Software Tool for Skin Diseases with Basic and Weighted K-NN", IEEE 2012.
- Nikita V. Chavan, B. D. Jadhav et a. l, "Detection and Classification of Brain Tumors" ,International Journal of Computer Applications, Volume 112 – No. 8, February 2015.
- Gomathi. P et al. , "Medical Disease Diagnosis using structuring text", IJCSET, Vol. 5, No. 05, May 2014.
- Ayse Cufoglu, Mahi Lohi and Kambiz Madani," Classification Accuracy Performance of Naïve Bayesian (NB), Bayesian Networks (BN), Lazy Learning of Bayesian Rules (LBR) and Instance-Based Learner (IB1) – Comparative Study", IEEE.
- LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules, Zhipeng Xie.
- David A. McMurrey, Joanne Buckley, "Handbook for Technical writing", Cenage learning, 2013.
- Lee, I. -N. , S. -C. Liao, and M. Embrechts,"Data mining techniques applied to medical information", Med. inform, 2000.
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