Intelligent skin cancer detection using enhanced particle swarm optimization

Intelligent skin cancer detection using enhanced particle swarm optimization

In this research, we undertake intelligent skin cancer diagnosis based on dermoscopic images using a variant of the Particle Swarm Optimization (PSO) algorithm for feature optimization. Since the identification of the most significant discriminative characteristics of the benign and malignant skin l...

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Bibliographic Details
Main Authors: Lim, C.P (Author), Neoh, S.C (Author), Tan, T.Y (Author), Zhang, L. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2018
Subjects:
Benchmarking
Classification (of information)
Dermatology
Dermoscopic images
Discriminative features
Diseases
Enhanced particle swarm optimization
Evolutionary algorithm
Evolutionary algorithms
Feature extraction
Feature selection
Matrix algebra
Matrix representation
Particle swarm optimization (PSO)
Particle swarm optimization algorithm
Pre-mature convergences
Probability distributions
Skin cancer detection
Skin cancers
Wilcoxon rank sum test
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