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Application of functional data analysis in classification and clustering of functional near-infrared spectroscopy signal in response to noxious stimuli

机译：功能数据分析在功能近红外光谱信号分类和聚类中的应用响应毒害刺激

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Ahmad Pourshoghi; Issa Zakeri; Kambiz Pourrezaei;
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年度 2016
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1. Application of functional data analysis in classification and clustering of functional near-infrared spectroscopy signal in response to noxious stimuli [J] . Ahmad Pourshoghi, Issa Zakeri, Kambiz Pourrezaei Journal of biomedical optics . 2016,第10期

机译：功能数据分析在有害刺激下功能近红外光谱信号分类和聚类中的应用
2. Determining Optimal Feature-Combination for LDA Classification of Functional Near-Infrared Spectroscopy Signals in Brain-Computer Interface Application [J] . Noman Naseer, Farzan M. Noori, Nauman K. Qureshi, Frontiers in Human Neuroscience . 2016,第12期

机译：确定在脑机接口应用中功能性近红外光谱信号的LDA分类的最佳特征组合
3. Cerebrovascular responses of the rat brain to noxious stimuli as examined by functional near-infrared whole brain imaging [J] . HeJ.-W., TianF., LiuH., Journal of Neurophysiology . 2012,第5期

机译：通过功能性近红外全脑成像检查，大鼠脑对有害刺激物的脑血管反应
4. Tensor Decomposition of Functional Near-Infrared Spectroscopy (fNIRS) Signals for Pattern Discovery of Cognitive Response in Infants [C] . Murtadha D. Hssayeni, Teresa Wilcox, Behnaz Ghoraani Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

机译：功能性近红外光谱（fNIRS）信号的张量分解，用于婴儿认知反应的模式发现
5. Application of Machine Learning and Functional Data Analysis in Classification and Clustering of Functional Near Infrared Spectroscopy Signal in Response to Noxious Stimuli. [D] . Pourshoghi, Ahmad. 2015

机译：机器学习和功能数据分析在响应有害刺激的功能近红外光谱信号分类和聚类中的应用。
6. Determining Optimal Feature-Combination for LDA Classification of Functional Near-Infrared Spectroscopy Signals in Brain-Computer Interface Application [O] . Noman Naseer, Farzan M. Noori, Nauman K. Qureshi, 2016

机译：确定在脑机接口应用中功能性近红外光谱信号的LDA分类的最佳特征组合
7. Determining optimal feature-combination for LDA classification of functional near-infrared spectroscopy signals in brain-computer interface application [O] . Noman eNaseer, Farzan Majeed Noori, Nauman Khalid Qureshi, 2016

机译：确定脑 - 计算机接口应用中功能近红外光谱信号LDa分类的最佳特征组合

Application of functional data analysis in classification and clustering of functional near-infrared spectroscopy signal in response to noxious stimuli

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