Research Journal of Applied Sciences
Year:
2014
Volume:
9
Issue:
2
Page No.
110 - 118
Classification of Feature Extracted, Selected and Segmented Mammogram Image Using Hybrid Algorithm-Monkey Search Optimization (MSO) and Support Vector Machine (SVM)
Authors :
S. Kanimozhi Suguna
and
S. Uma Maheswari
References
Abdallah, M.H., A.A. AbuBaker, R.S. Qahwaji and M.H. Saleh, 2008. Efficient technique to detect the region of interests in mammogram images. J. Comput. Sci., 4: 652-662.
Amato, K.R., D.D. Onen, S.L. Emel and H.C. May, 2007. Comparison of foraging behavior between howler monkeys, spider monkeys and squirrel monkeys. Ecology, 9: 28-31.
Direct Link | Kumar, S.V., M.N. Lazarus and C. Nagaraju, 2010. A novel method for the detection of microcalcifications based on multi-scale morphological gradient watershed segmentation algorithm. Int. J. Eng. Sci. Technol., 2: 2616-2622.
Direct Link | Mucherino, A. and O. Seref, 2007. Monkey Search: A Novel Metaheuristic Search for Global Optimization. In: Data Mining, Systems Analysis and Optimization in Biomedicine, Seref, O., O.E. Kundakcioglu and P.M. Pardalos (Eds.). American Institute of Physics, Melville, New York, ISBN-13: 9780735404670, pp: 162-173.
Mucherino, A., O. Seref and P.M. Pardalos, 2013. Simulating protein conformations through global optimization. http://arxiv.org/pdf/0811.3094.pdf.
Ramirez-Villegas, J.F., E. Lam-Espinosa and D.F. Ramirez-Moreno, 2009. Microcalcification detection in mammograms using difference of gaussians filters and a hybrid feedforward-kohonen neural network. Proceedings of the 12th Brazilian Symposium on Computer Graphics and Image Processing, October 11-15, 2009, Rio De Janiero, Brazil, pp: 186-193.
Roselin, R., K. Thangavel and C. Velayutham, 2011. Fuzzy-rough feature selection for mammogram classification. J. Electron. Sci. Technol., 9: 124-132.
Direct Link | Serra, P., A.F. Stanton and K. Sabre, 1997. Pivot method for global optimization. Phys. Rev. E, 55: 1162-1165.
CrossRef | Direct Link | Thangavel, K., M. Karnan and A. Pethalakshmi, 2005. Performance analysis of rough reduct algorithms in mammogram. Int. J. Global Vision Image Proc., 5: 13-21.
Direct Link | Wang, J., Y. Yu, Y. Zeng and W. Luan, 2010. Discrete monkey algorithm and its application in transmission network expansion planning. Proceedings of the Power and Energy Society General Meeting, July 25-29, 2010, Minneapolis, MN., USA., pp: 1-5.
Zhao, R. and W. Tang, 2008. Monkey algorithm for global numerical optimization. J. Uncertain Syst., 2: 165-176.
Direct Link |