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Data preprocessing and model design for medicine problems.
Guillén A, Lendasse A, Barreto G. Guillén A, et al. Among authors: lendasse a. Comput Math Methods Med. 2013;2013:625623. doi: 10.1155/2013/625623. Epub 2013 Mar 17. Comput Math Methods Med. 2013. PMID: 23573173 Free PMC article. No abstract available.
OP-ELM: optimally pruned extreme learning machine.
Miche Y, Sorjamaa A, Bas P, Simula O, Jutten C, Lendasse A. Miche Y, et al. Among authors: lendasse a. IEEE Trans Neural Netw. 2010 Jan;21(1):158-62. doi: 10.1109/TNN.2009.2036259. Epub 2009 Dec 8. IEEE Trans Neural Netw. 2010. PMID: 20007026
Domain Adaption via Feature Selection on Explicit Feature Map.
Deng WY, Lendasse A, Ong YS, Tsang IW, Chen L, Zheng QH. Deng WY, et al. Among authors: lendasse a. IEEE Trans Neural Netw Learn Syst. 2019 Apr;30(4):1180-1190. doi: 10.1109/TNNLS.2018.2863240. Epub 2018 Aug 28. IEEE Trans Neural Netw Learn Syst. 2019. PMID: 30176608
Long-term time series prediction using OP-ELM.
Grigorievskiy A, Miche Y, Ventelä AM, Séverin E, Lendasse A. Grigorievskiy A, et al. Among authors: lendasse a. Neural Netw. 2014 Mar;51:50-6. doi: 10.1016/j.neunet.2013.12.002. Epub 2013 Dec 10. Neural Netw. 2014. PMID: 24365536