International Journal of Advance Computational Engineering and Networking (IJACEN)
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Statistics report
Aug. 2020
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 88
Paper Published : 1238
No. of Authors : 3111
  Journal Paper

Paper Title
Cancer Diagnosis using Velocity Enhanced Whale Optimization Algorithm

Abstract
In this paper, an algorithm is developed called Velocity Enhanced Whale Optimization Algorithm (VEWOA) to explore for better solution in high dimension space. Breast cancer, lung cancer and cervical cancer diagnosis and classification is done by hybridizing Artificial Neural Network (ANN) with the developed algorithm. The results shows the dominance of the VEWOA-NN by experimenting with breast cancer, cervical cancer and lung cancer dataset and comparing with Whale Optimization Algorithm (WOA). Robustness of proposed method is validated by calculation of the CCR (Correct Classification Rate),confusion matrix and ASCE (Averaged Square Classification Error). Keywords - Velocity Enhanced Whale Optimization Algorithm (VEWOA); Whale Optimization Algorithm (WOA); Artificial Neural Network (ANN); Support Vector Machine (SVM)


Author - Monalisa Nayak, Soumya Das, Urmila Bhanja, Manasranjan Senapati

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| Published on 2020-04-17
   
   
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