A Modification of Solution Optimization in Support Vector Machine Simplification for Classification

DOI10.1007/978-981-10-7512-4_15zbMath1455.68188OpenAlexW2789589639MaRDI QIDQ5117276

Hoang Thi Lam, Nguyen Thanh Thuy, Pham Quoc Thang

Publication date: 20 August 2020

Published in: Advances in Intelligent Systems and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-981-10-7512-4_15

zbMATH Keywords

stochastic optimizationsupport vector machinessolution optimizationsimplification of support vector machine

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of mathematical programming (90C90) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Handwritten digit recognition: Benchmarking of state-of-the-art techniques.
• Classification of multivariate time series and structured data using constructive induction
• Support-vector networks
• Machine Learning: ECML 2004

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