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Chi-Yuan Yeh
Researcher at National Sun Yat-sen University
Publications - 8
Citations - 187
Chi-Yuan Yeh is an academic researcher from National Sun Yat-sen University. The author has contributed to research in topics: Support vector machine & Multiple kernel learning. The author has an hindex of 4, co-authored 8 publications receiving 167 citations.
Papers
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Journal ArticleDOI
Application of type-2 neuro-fuzzy modeling in stock price prediction
TL;DR: Experimental results demonstrate the effectiveness of the type-2 neuro-fuzzy modeling approach in stock price prediction by running on several datasets taken from TAIEX and NASDAQ.
Journal ArticleDOI
Employing multiple-kernel support vector machines for counterfeit banknote recognition
TL;DR: Experiments with Taiwanese banknotes show that the proposed approach outperforms single-kernel SVMs, standard SVMs with SDP, and multiple-SVM classifiers.
Journal ArticleDOI
Boosting One-Class Support Vector Machines for Multi-Class Classification
TL;DR: A multi- class classification algorithm is developed by incorporating one-class SVMs with a well-designed discriminant function and outperforms other multi-class algorithms, such as support vector data descriptions (SVDDs) and AdaBoost.M1.
Journal ArticleDOI
An efficient multiple-kernel learning for pattern classification
TL;DR: This paper reformulate the SDP problem with an induction setting and incorporate two strategies to reduce the search complexity of the learning process, based on the comments discussed in the Lanckriet et al. paper.
Proceedings ArticleDOI
Fuzzy clustering with principal component analysis
TL;DR: A clustering algorithm which incorporates a similarity-based fuzzy clustering and principal component analysis and which is capable of discovering clusters with hyper-spherical, hyper-ellipsoidal, or obliquehyper-ellIPsoidal shapes is proposed.