Interleaved incremental/decremental support vector machine for embedded system

• Main Authors: Sirkunan, Jeevan, Shaikh-Husin, N., Marsono, M. N.
• Format: Conference or Workshop Item
• Published: 2019
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/97143/; http://dx.doi.org/10.1109/ISCAS.2019.8702745

Incremental and Decremental Support Vector Machine (IDSVM) is a widely used incremental learning algorithm that is highly accurate but requires high computational complexity. For IDSVM to be deployed in embedded systems, moving window architecture is needed to limit the number of support vectors in...