SHRM News
ㆍ Title | Mr. Sooho Kim has joined Viper Group, Geneve, Swiss as a visiting scholar | ||
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ㆍ Visits | 1660 | ㆍ Date | 2019-03-10 |
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Mr. Sooho Kim has joined the Viper (Visual Information Processing for Enhanced Retreival) Group, co-organized by Université de Genève (UniGe) and Haute école de gestion de Genève (HES-SO) for visiting research as a visiting scholar. During visiting, he performs researches with two topics, which are analysis on latent feature space of Neural Networks and virtual data generation for PHM purpose.
The first topic, analysis on latent feature
space of Neural Networks is an attempt to physically understand nonlinear and
complex process of NN. Since PHM algorithm should suggest physical explanation
on reasoning phase, this research will contribute to adopt NN approaches on PHM
problem by interpreting physical background of NN process. The second topic,
generation of virtual data is owing to enhancing PHM performance with limited
amound of data. Based on physical properties from NN components, the research
will extract and sort physical information from limitet amount of data, and
will generate new virtual data by moderating and re-combining them.
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