A NOVEL NEUTROSOPHIC LOGIC SVM (N-SVM) AND ITS APPLICATION TO IMAGE CATEGORIZATION
نویسندگان
چکیده
منابع مشابه
A Novel Neutrosophic Logic Svm (n-svm) and Its Application to Image Categorization
Neutrosophic logic is a relatively new logic that is a generalization of fuzzy logic. In this paper, for the ̄rst time, neutrosophic logic is applied to the ̄eld of classi ̄ers where a support vector machine (SVM) is adopted as the example to validate its feasibility and e®ectiveness. The proposed neutrosophic set is integrated into a reformulated SVM, and the performance of the obtained classi ̄er...
متن کاملShape Deformation: SVM Regression and Application to Medical Image Segmentation
This paper presents a novel landmark-based shape deformation method. This method effectively solves two problems inherent in landmark-based shape deformation: (a) identification of landmark points from a given input image, and (b) regularized deformation of the shape of an object defined in a template. The second problem is solved using a new constrained support vector machine (SVM) regression ...
متن کاملDensity Clustering Based SVM and Its Application to Polyadenylation Signals∗
Support vector machines (SVM) have been promising methods for classification analysis due to their solid mathematical foundations. Clustering-based SVMs are used to solve large samples classification problems and reduce the computational cost. In this paper, we present a density clustering based SVM(DCB-SVM) method to predict polyadenylation signal (PAS) in human DNA and mRNA sequences. We decr...
متن کاملn-Valued Refined Neutrosophic Logic and Its Applications to Physics
In this paper we present a short history of logics: from particular cases of 2-symbol or numerical valued logic to the general case of n-symbol or numerical valued logic. We show generalizations of 2-valued Boolean logic to fuzzy logic, also from the Kleene’s and Lukasiewicz’ 3-symbol valued logics or Belnap’s 4-symbol valued logic to the most general n-symbol or numerical valued refined neutro...
متن کاملImage annotation using SVM
The paper describes an innovative image annotation tool for classifying image regions in one of seven classes sky, skin, vegetation, snow, water, ground, and buildings or as unknown. This tool could be productively applied in the management of large image and video databases where a considerable volume of images/frames there must be automatically indexed. The annotation is performed by a classi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: New Mathematics and Natural Computation
سال: 2013
ISSN: 1793-0057,1793-7027
DOI: 10.1142/s1793005713500038