Extreme learning machines

Erik Cambria; Guang Bin Huang; Liyanaarachchi Lekamalage Chamara Kasun; Hongming Zhou; Chi Man Vong; Jiarun Lin; Jianping Yin; Zhiping Cai; Qiang Liu; Kuan Li; Victor C.M. Leung; Liang Feng; Yew Soon Ong; Meng Hiot Lim; Anton Akusok; Amaury Lendasse; Francesco Corona; Rui Nian; Yoan Miche; Paolo Gastaldo; Rodolfo Zunino; Sergio Decherchi; Xuefeng Yang; Kezhi Mao; Beom Seok Oh; Jehyoung Jeon; Kar Ann Toh; Andrew Beng Jin Teoh; Jaihie Kim; Hanchao Yu; Yiqiang Chen; Junfa Liu

doi:10.1109/MIS.2013.140

Extreme learning machines

Erik Cambria, Guang Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C.M. Leung, Liang Feng, Yew Soon Ong, Meng Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo GastaldoRodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom Seok Oh, Jehyoung Jeon, Kar Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu

Department of Electrical and Electronic Engineering

Research output: Contribution to journal › Comment/debate

220 Citations (Scopus)

Original language	English
Pages (from-to)	30-59
Number of pages	30
Journal	IEEE Intelligent Systems
Volume	28
Issue number	6
DOIs	https://doi.org/10.1109/MIS.2013.140
Publication status	Published - 2013 Nov 1

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Artificial Intelligence

Access to Document

10.1109/MIS.2013.140

Cite this

Cambria, E., Huang, G. B., Kasun, L. L. C., Zhou, H., Vong, C. M., Lin, J., Yin, J., Cai, Z., Liu, Q., Li, K., Leung, V. C. M., Feng, L., Ong, Y. S., Lim, M. H., Akusok, A., Lendasse, A., Corona, F., Nian, R., Miche, Y., ... Liu, J. (2013). Extreme learning machines. IEEE Intelligent Systems, 28(6), 30-59. https://doi.org/10.1109/MIS.2013.140

Cambria, Erik ; Huang, Guang Bin ; Kasun, Liyanaarachchi Lekamalage Chamara ; Zhou, Hongming ; Vong, Chi Man ; Lin, Jiarun ; Yin, Jianping ; Cai, Zhiping ; Liu, Qiang ; Li, Kuan ; Leung, Victor C.M. ; Feng, Liang ; Ong, Yew Soon ; Lim, Meng Hiot ; Akusok, Anton ; Lendasse, Amaury ; Corona, Francesco ; Nian, Rui ; Miche, Yoan ; Gastaldo, Paolo ; Zunino, Rodolfo ; Decherchi, Sergio ; Yang, Xuefeng ; Mao, Kezhi ; Oh, Beom Seok ; Jeon, Jehyoung ; Toh, Kar Ann ; Teoh, Andrew Beng Jin ; Kim, Jaihie ; Yu, Hanchao ; Chen, Yiqiang ; Liu, Junfa. / Extreme learning machines. In: IEEE Intelligent Systems. 2013 ; Vol. 28, No. 6. pp. 30-59.

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title = "Extreme learning machines",

author = "Erik Cambria and Huang, {Guang Bin} and Kasun, {Liyanaarachchi Lekamalage Chamara} and Hongming Zhou and Vong, {Chi Man} and Jiarun Lin and Jianping Yin and Zhiping Cai and Qiang Liu and Kuan Li and Leung, {Victor C.M.} and Liang Feng and Ong, {Yew Soon} and Lim, {Meng Hiot} and Anton Akusok and Amaury Lendasse and Francesco Corona and Rui Nian and Yoan Miche and Paolo Gastaldo and Rodolfo Zunino and Sergio Decherchi and Xuefeng Yang and Kezhi Mao and Oh, {Beom Seok} and Jehyoung Jeon and Toh, {Kar Ann} and Teoh, {Andrew Beng Jin} and Jaihie Kim and Hanchao Yu and Yiqiang Chen and Junfa Liu",

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Cambria, E, Huang, GB, Kasun, LLC, Zhou, H, Vong, CM, Lin, J, Yin, J, Cai, Z, Liu, Q, Li, K, Leung, VCM, Feng, L, Ong, YS, Lim, MH, Akusok, A, Lendasse, A, Corona, F, Nian, R, Miche, Y, Gastaldo, P, Zunino, R, Decherchi, S, Yang, X, Mao, K, Oh, BS, Jeon, J, Toh, KA , Teoh, ABJ , Kim, J, Yu, H, Chen, Y & Liu, J 2013, 'Extreme learning machines', IEEE Intelligent Systems, vol. 28, no. 6, pp. 30-59. https://doi.org/10.1109/MIS.2013.140

Extreme learning machines. / Cambria, Erik; Huang, Guang Bin; Kasun, Liyanaarachchi Lekamalage Chamara; Zhou, Hongming; Vong, Chi Man; Lin, Jiarun; Yin, Jianping; Cai, Zhiping; Liu, Qiang; Li, Kuan; Leung, Victor C.M.; Feng, Liang; Ong, Yew Soon; Lim, Meng Hiot; Akusok, Anton; Lendasse, Amaury; Corona, Francesco; Nian, Rui; Miche, Yoan; Gastaldo, Paolo; Zunino, Rodolfo; Decherchi, Sergio; Yang, Xuefeng; Mao, Kezhi; Oh, Beom Seok; Jeon, Jehyoung; Toh, Kar Ann ; Teoh, Andrew Beng Jin ; Kim, Jaihie; Yu, Hanchao; Chen, Yiqiang; Liu, Junfa.

In: IEEE Intelligent Systems, Vol. 28, No. 6, 01.11.2013, p. 30-59.

Research output: Contribution to journal › Comment/debate

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T1 - Extreme learning machines

AU - Cambria, Erik

AU - Huang, Guang Bin

AU - Kasun, Liyanaarachchi Lekamalage Chamara

AU - Zhou, Hongming

AU - Vong, Chi Man

AU - Lin, Jiarun

AU - Yin, Jianping

AU - Cai, Zhiping

AU - Liu, Qiang

AU - Li, Kuan

AU - Leung, Victor C.M.

AU - Feng, Liang

AU - Ong, Yew Soon

AU - Lim, Meng Hiot

AU - Akusok, Anton

AU - Lendasse, Amaury

AU - Corona, Francesco

AU - Nian, Rui

AU - Miche, Yoan

AU - Gastaldo, Paolo

AU - Zunino, Rodolfo

AU - Decherchi, Sergio

AU - Yang, Xuefeng

AU - Mao, Kezhi

AU - Oh, Beom Seok

AU - Jeon, Jehyoung

AU - Toh, Kar Ann

AU - Teoh, Andrew Beng Jin

AU - Kim, Jaihie

AU - Yu, Hanchao

AU - Chen, Yiqiang

AU - Liu, Junfa

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