Merging weighted SVMs for parallel incremental learning

Lei Zhu

[0]

Kazushi Ikeda

[0]

Shaoning Pang

[0]

Tao Ban

[0]

Abdolhossein Sarrafzadeh

[0]

Neural Networks, pp. 25-38, 2018.

Cited by: 4|Views12

EI WOS

Keywords:

Incremental learningParallel learningParallel incremental learningKnowledge mergingExtreme support vector machine (ESVM)More(1+)

Abstract:

Parallel incremental learning is an effective approach for rapidly processing large scale data streams, where parallel and incremental learning are often treated as two separate problems and solved one after another. Incremental learning can be implemented by merging knowledge from incoming data and parallel learning can be performed by m...More

Code:

Data:

Get fulltext within 24h

View via Publisher