Search Results for author: Dongil Kim

Found 2 papers, 1 papers with code

Neural Additive Models for Nowcasting

no code implementations20 May 2022 Wonkeun Jo, Dongil Kim

By employing generalized additive models, the proposed NAM-NC successfully explains each input value's importance for multiple variables and time steps.

Additive models BIG-bench Machine Learning +2

Demand Forecasting from Spatiotemporal Data with Graph Networks and Temporal-Guided Embedding

3 code implementations26 May 2019 Doyup Lee, Suehun Jung, Yeongjae Cheon, Dongil Kim, Seungil You

TGNet learns an autoregressive model, conditioned on temporal contexts of forecasting targets from temporal-guided embedding.

Time Series Time Series Analysis

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