Short-term load forecasting with clustering–regression model in distributed cluster
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1198-4
Abstract: This paper tackles a new challenge in power big data: how to improve the precision of short-term load forecasting with large-scale data set. The proposed load forecasting method is based on Spark platform and “clustering–regression”… read more here.
Keywords: load forecasting; load; regression model; clustering regression ... See more keywords
Heterogeneous Learning of Functional Clustering Regression and Application to Chinese Air Pollution Data
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DOI: 10.3390/ijerph20054155
Abstract: Clustering algorithms are widely used to mine the heterogeneity between meteorological observations. However, traditional applications suffer from information loss due to data processing and pay little attention to the interaction between meteorological indicators. In this… read more here.
Keywords: learning functional; regression; clustering regression; meteorological indicators ... See more keywords