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Extreme learning machine based transfer learning algorithms: a survey
journal contribution
posted on 2017-12-06, 00:00 authored by Syed Salaken, Abbas KhosraviAbbas Khosravi, Thanh Thi NguyenThanh Thi Nguyen, Saeid NahavandiExtreme learning machine (ELM) has been increasingly popular in the field of transfer learning (TL) due to its simplicity, training speed and ease of use in online sequential learning process. This paper critically examines transfer learning algorithms formulated with ELM technique and provides state of the art knowledge to expedite the learning process ELM based TL algorithms. As this article discusses available ELM based TL algorithm in detail, it provides a holistic overview of current literature, serves as a starting point for new researchers in ELM based TL algorithms and facilitates identification of future research direction in concise manner.
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Journal
NeurocomputingVolume
267Pagination
516 - 524Publisher
ElsevierLocation
Amsterdam, The NetherlandsPublisher DOI
ISSN
0925-2312eISSN
1872-8286Language
engPublication classification
C1.1 Refereed article in a scholarly journalCopyright notice
2017, ElsevierUsage metrics
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