Ms. Shi Yin Profile

Shi Yin

at Central South Univ

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Publications (2)

Proceedings Article | 22 May 2023 Paper

Carbon price forecasting based on data decomposition, adaptive boosting algorithm, and Elman neural network

Shi Yin, Hui Liu, Yanfei Li

Proceedings Volume 12640, 126401S (2023) https://doi.org/10.1117/12.2673731

KEYWORDS: Carbon, Data modeling, Machine learning, Evolutionary algorithms, Neural networks, Performance modeling, Modal decomposition, Error analysis, Education and training, Autoregressive models

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Proceedings Article | 23 December 2021 Paper

Multi-step traffic flow prediction using stacking ensemble learning model

Shi Yin, Hui Liu, Yanfei Li, Jing Tan, Jiakang Wang

Proceedings Volume 12058, 120582M (2021) https://doi.org/10.1117/12.2620226

KEYWORDS: Data modeling, Autoregressive models, Neural networks, Evolutionary algorithms, Roads, Information technology, Statistical modeling, Performance modeling, Intelligence systems, Artificial intelligence

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