A twin-hyperellipsoidal support vector classifier

Author:

Teeyapan Kasemsit12,Theera-Umpon Nipon13,Auephanwiriyakul Sansanee34

Affiliation:

1. Department of Electrical Engineering, Faculty of Engineering, Chiang Mai University, Chiang Mai, Thailand

2. Graduate School, Chiang Mai University, Chiang Mai, Thailand

3. Biomedical Engineering Institute, Chiang Mai University, Chiang Mai, Thailand

4. Department of Computer Engineering, Faculty of Engineering, Chiang Mai University, Chiang Mai, Thailand

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference35 articles.

1. Fast algorithms for the minimum volume estimator;Ahipaşaoğlu;Journal of Global Optimization,2015

2. Description of the design space by extremal ellipsoids in data representation problems;Bedrintsev;Journal of Communications Technology & Electronics,2016

3. Approximation of n-dimensional data using spherical and ellipsoidal primitives;Calafiore;IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans,2002

4. Best fitting hyperplanes for classification;Cevikalp;IEEE Transactions on Pattern Analysis and Machine Intelligence,2017

5. LIBSVM: A library for support vector machines;Chang;ACM Transactions on Intelligent Systems and Technology,2011

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