Verleysen M - Search Results

1

Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation.

Mulders D, de Bodt C, Lejeune N, Courtin A, Liberati G, Verleysen M, Mouraux A. Mulders D, et al. Among authors: verleysen m. PLoS One. 2020 Apr 23;15(4):e0231698. doi: 10.1371/journal.pone.0231698. eCollection 2020. PLoS One. 2020. PMID: 32324752 Free PMC article. Clinical Trial.

2

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations.

de Bodt C, Mulders D, Verleysen M, Lee JA. de Bodt C, et al. Among authors: verleysen m. IEEE Trans Neural Netw Learn Syst. 2019 Apr;30(4):1166-1179. doi: 10.1109/TNNLS.2018.2861891. IEEE Trans Neural Netw Learn Syst. 2019. PMID: 30892199

3

Fast Multiscale Neighbor Embedding.

de Bodt C, Mulders D, Verleysen M, Lee JA. de Bodt C, et al. Among authors: verleysen m. IEEE Trans Neural Netw Learn Syst. 2022 Apr;33(4):1546-1560. doi: 10.1109/TNNLS.2020.3042807. Epub 2022 Apr 4. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 33361004

4

Unfolding preprocessing for meaningful time series clustering.

Simon G, Lee JA, Verleysen M. Simon G, et al. Among authors: verleysen m. Neural Netw. 2006 Jul-Aug;19(6-7):877-88. doi: 10.1016/j.neunet.2006.05.020. Epub 2006 Jul 3. Neural Netw. 2006. PMID: 16815672

5

Feature selection for interpatient supervised heart beat classification.

Doquire G, de Lannoy G, François D, Verleysen M. Doquire G, et al. Among authors: verleysen m. Comput Intell Neurosci. 2011;2011:643816. doi: 10.1155/2011/643816. Epub 2011 Jul 24. Comput Intell Neurosci. 2011. PMID: 21808641 Free PMC article.

6

Is mutual information adequate for feature selection in regression?

Frénay B, Doquire G, Verleysen M. Frénay B, et al. Among authors: verleysen m. Neural Netw. 2013 Dec;48:1-7. doi: 10.1016/j.neunet.2013.07.003. Epub 2013 Jul 11. Neural Netw. 2013. PMID: 23892907

7

Functional brain connectivity indexes derived from low-density EEG of pre-implanted patients as VNS outcome predictors.

Germany E, Teixeira I, Danthine V, Santalucia R, Cakiroglu I, Torres A, Verleysen M, Delbeke J, Nonclercq A, Tahry RE. Germany E, et al. Among authors: verleysen m. J Neural Eng. 2023 Aug 29;20(4). doi: 10.1088/1741-2552/acf1cd. J Neural Eng. 2023. PMID: 37595607

8

Self-organizing maps with recursive neighborhood adaptation.

Lee JA, Verleysen M. Lee JA, et al. Among authors: verleysen m. Neural Netw. 2002 Oct-Nov;15(8-9):993-1003. doi: 10.1016/s0893-6080(02)00073-4. Neural Netw. 2002. PMID: 12416689

9

Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

Simon G, Lendasse A, Cottrell M, Fort JC, Verleysen M. Simon G, et al. Among authors: verleysen m. Neural Netw. 2004 Oct-Nov;17(8-9):1169-81. doi: 10.1016/j.neunet.2004.08.008. Neural Netw. 2004. PMID: 15555859

10

Robust Bayesian clustering.

Archambeau C, Verleysen M. Archambeau C, et al. Among authors: verleysen m. Neural Netw. 2007 Jan;20(1):129-38. doi: 10.1016/j.neunet.2006.06.009. Epub 2006 Sep 29. Neural Netw. 2007. PMID: 17011164

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