Search Results for author: Burak Alakent

Found 2 papers, 1 papers with code

Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors

1 code implementation11 Nov 2022 Yilin Zhuang, Zhuobin Zhou, Burak Alakent, Mehmet Mercangöz

These unlabelled records are not possible to use for training quality variable predictions based on supervised learning methods.

regression Uncertainty Quantification +1

An Exploratory Analysis of Biased Learners in Soft-Sensing Frames

no code implementations24 Apr 2019 Aysun Urhan, Burak Alakent

In offline learning, predictions of RVM and Lasso were found to be superior to those of PLS when a large number of time-lagged predictors were used.

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