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1,014 results on '"Xu, Jiayue"'

7. A hybrid deep learning approach for purchasing strategy of carbon emission rights -- Based on Shanghai pilot market

Author

Xu, Jiayue

Subjects
Economics - General Economics, Computer Science - Computers and Society, Computer Science - Machine Learning
Abstract

The price of carbon emission rights play a crucial role in carbon trading markets. Therefore, accurate prediction of the price is critical. Taking the Shanghai pilot market as an example, this paper attempted to design a carbon emission purchasing strategy for enterprises, and establish a carbon emission price prediction model to help them reduce the purchasing cost. To make predictions more precise, we built a hybrid deep learning model by embedding Generalized Autoregressive Conditional Heteroskedastic (GARCH) into the Gate Recurrent Unit (GRU) model, and compared the performance with those of other models. Then, based on the Iceberg Order Theory and the predicted price, we proposed the purchasing strategy of carbon emission rights. As a result, the prediction errors of the GARCH-GRU model with a 5-day sliding time window were the minimum values of all six models. And in the simulation, the purchasing strategy based on the GARCH-GRU model was executed with the least cost as well. The carbon emission purchasing strategy constructed by the hybrid deep learning method can accurately send out timing signals, and help enterprises reduce the purchasing cost of carbon emission permits.

Published
2022

32. Identification Method of Dust Accumulation of Air Cooled Condenser Based on Convolution Neural Learning

Author

Zhao, Bo, Lin, Hongda, Wang, Zhihui, Xu, Jiayue, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Chu, Shu-Chuan, editor, Lin, Jerry Chun-Wei, editor, Li, Jianpo, editor, and Pan, Jeng-Shyang, editor

Published
2022
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33. microRNA arm-imbalance in part from complementary targets mediated decay promotes gastric cancer progression.

Author

Zhang, Zhengyi, Pi, Jingnan, Zou, Dongling, Wang, Xiaoshuang, Xu, Jiayue, Yu, Shan, Zhang, Ting, Li, Feng, Zhang, Xianxie, Zhao, Hualu, Wang, Fang, Wang, Dong, Ma, Yanni, and Yu, Jia

Subjects
Animals, Cell Line, Tumor, Cell Movement, Cell Proliferation, Disease Progression, Female, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, Male, Mice, Inbred BALB C, Mice, Inbred NOD, Mice, SCID, MicroRNAs, Middle Aged, RNA Interference, RNAi Therapeutics, Stomach Neoplasms, Xenograft Model Antitumor Assays
Abstract

Strand-selection is the final step of microRNA biogenesis in which functional mature miRNAs are generated from one or both arms of precursor. The preference of strand-selection is diverse during development and tissue formation, however, its pathological effect is still unknown. Here we find that two miRNA arms from the same precursor, miR-574-5p and miR-574-3p, are inversely expressed and play exactly opposite roles in gastric cancer progression. Higher-5p with lower-3p expression pattern is significantly correlated with higher TNM stages and poor prognosis of gastric cancer patients. The increase of miR-574-5p/-3p ratio, named miR-574 arm-imbalance is partially due to the dynamic expression of their highly complementary targets in gastric carcinogenesis, moreover, the arm-imbalance of miR-574 is in turn involved and further promotes gastric cancer progression. Our results indicate that miR-574 arm-imbalance contribute to gastric cancer progression and re-modification of the miR-574-targets homeostasis may represent a promising strategy for gastric cancer therapy.

Published
2019

42. A review on fermented vegetables: Microbial community and potential upgrading strategy via inoculated fermentation

Author

Xu, Jinge, primary, Peng, Sijia, additional, Xiong, Yandi, additional, Zheng, Zhuoqi, additional, Liu, Meng, additional, Xu, Jiayue, additional, Chen, Wei, additional, Liu, Mengsong, additional, Kong, Jiaqi, additional, Wang, Chenyu, additional, Wang, Yongtao, additional, Rao, Lei, additional, Zhao, Liang, additional, and Liao, Xiaojun, additional

Published
2024
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