Browsing by Keywords "Over fitting problem"
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Energy consumption forecasting via order preserving pattern matching
(Institute of Electrical and Electronics Engineers Inc., 2014)We study sequential prediction of energy consumption of actual users under a generic loss/utility function. Particularly, we try to determine whether the energy usage of the consumer will increase or decrease in the future, ... -
Novelty detection using soft partitioning and hierarchical models
(IEEE, 2017)In this paper, we study novelty detection problem and introduce an online algorithm. The algorithm sequentially receives an observation, generates a decision and then updates its parameters. In the first step, to model the ...