Tree based multi-category Laplacian TWSVM for content based image retrieval
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-016-0493-3
Abstract: This paper attempts to combine Laplacian Twin Support Vector Machine (Lap-TWSVM) and Decision Tree Twin Support Vector Machine classifier to obtain an effective tree based classifier for semi-supervised multi-category classification. This classifier is termed as… read more here.
Keywords: lap twsvm; twsvm; tree based; multi category ... See more keywords
Twin support vector machines: A survey
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.01.093
Abstract: Abstract Twin support vector machines (TWSVM) is a new machine learning method based on the theory of Support Vector Machine (SVM). Unlike SVM, TWSVM would generate two non-parallel planes, such that each plane is closer… read more here.
Keywords: twsvm; support vector; vector machines; twin support ... See more keywords
Pancreatic Cancer Early Detection Using Twin Support Vector Machine Based on Kernel
Sign Up to like & getrecommendations! Published in 2020 at "Symmetry"
DOI: 10.3390/sym12040667
Abstract: Early detection of pancreatic cancer is difficult, and thus many cases of pancreatic cancer are diagnosed late. When pancreatic cancer is detected, the cancer is usually well developed. Machine learning is an approach that is… read more here.
Keywords: machine; twsvm; early detection; pancreatic cancer ... See more keywords