LDA-Reg: Knowledge Driven Regularization Using External Corpora
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3069861
Abstract: While recent developments of neural network (NN) models have led to a series of record-breaking achievements in many applications, the lack of sufficiently good datasets remains a problem for some applications. For such a problem,… read more here.
Keywords: knowledge driven; regularization; driven regularization; knowledge ... See more keywords
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3144162
Abstract: The growth of data collection in industrial processes has led to a renewed emphasis on the development of data-driven soft sensors. A key step in building an accurate, reliable soft sensor is feature representation. Deep… read more here.
Keywords: quality driven; deep networks; quality; driven regularization ... See more keywords