hybSVM: Bacterial colony optimization algorithm based SVM for malignant melanoma detection

hybSVM: Bacterial colony optimization algorithm based SVM for malignant melanoma detection

Melanoma is a malignant and aggressive type of skin cancer. This paper describes an effective method for detection of melanoma. A hybrid classification algorithm was developed by using the SVM algorithm and a heuristic optimization algorithm. In this algorithm, the SVM algorithm which uses a Gaussia...

Full description

Bibliographic Details
Main Authors: Sümeyya İlkin, Tuğrul Hakan Gençtürk, Fidan Kaya Gülağız, Hikmetcan Özcan, Mehmet Ali Altuncu, Suhap Şahin
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:Engineering Science and Technology, an International Journal
Subjects:
Classification
Skin lesion clustering
Machine learning
Malignom detection
Medical image processing
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098621000318

Internet

http://www.sciencedirect.com/science/article/pii/S2215098621000318

Similar Items