Temporal data representing chronological observations of complex systems can be ubiquitously collected in smart industry, medicine, finance and etc. In the last decade, many tasks have been studied ...
일반적인 supervised learning에서는 labeled data만 활용하고 unsupervised learning에서는 모든 데이터를 활용할 수 있는 반면, semi-supervised learning은 모든 데이터를 활용하면서 data label 여부에 따라 서로 다른 ...
been studied on a large variety of data types including high-dimensional data, uncertain data, stream data, graph data, time series data, spatial data, and spatio-temporal data. We present an ...