We design a new structural nonparallel support vector machine (SNPSVM). SNPSVM can fully exploit prior knowledge in the datasets.
The ν-nonparallel support vector machine (ν-SNPSVM) for classification has the advantage of using a parameter ν on controlling the number of support vectors ...
Missing: recognition. | Show results with:recognition.
Abstract—The ν-nonparallel support vector machine (ν-. SNPSVM) for classification has the advantage of using a param- eter ν on controlling the number of ...
Missing: recognition. | Show results with:recognition.
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What is SVM in pattern recognition?
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Due to its effectiveness in real-time analysis and excellent generalization performance, the support vector machine (SVM) was successfully applied by He et al.
Oct 19, 2022 · This paper proposes Parametric non-parallel support vector machines for binary pattern classification.
Abstract—We propose a novel nonparallel classifier, named nonparallel support vector machine (NPSVM), for binary classi- fication.
Some other similar SVM models can be explored at [23][24] [25] [26]. Another, widely applied loss function is the quadratic growth least squares loss function.
Nonparallel support vector machines for pattern classification - PubMed
pubmed.ncbi.nlm.nih.gov › ...
We propose a novel nonparallel classifier, called nonparallel support vector machine (NPSVM), for binary classification. Our NPSVM that is fully different ...
Missing: recognition. | Show results with:recognition.
A novel nonparallel hyperplane classifier, named ν-nonparallel support vector machine (ν-NPSVM), for binary classification, parameterized by the quantity ν ...
Dandan Chen , Yingjie Tian , Xiaohui Liu: Structural nonparallel support vector machine for pattern recognition. Pattern Recognit. 60: 296-305 (2016).