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Akademický článek

A Statistical Prediction for East Asian Winter Monsoon Based on Sea-ice-air System

Autor: Shao Qiduo, Tu Gang, Bueh Cholaw, Liu Shi

Publikováno v: 应用气象学报, Vol 35, Iss 2, Pp 168-181 (2024)

East Asian winter monsoon (EAWM) is one of the most crucial circulation systems in the Northern Hemisphere during winter, significantly influencing the weather and climate of East Asia. Therefore, predicting EAWM variations is considered as a key iss

Externí odkaz: https://doaj.org/article/16caad503f854a2ca93dbdb105c9a085

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GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series

Autor: Tu, Gang, Li, Dan, Lin, Bingxin, Zheng, Zibin, Ng, See-Kiong

Unlike images and natural language tokens, time series data is highly semantically sparse, resulting in labor-intensive label annotations. Unsupervised and Semi-supervised Domain Adaptation (UDA and SSDA) have demonstrated efficiency in addressing th

Externí odkaz: http://arxiv.org/abs/2410.06671

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Akademický článek

Influencing factors and efficacy prediction of neoadjuvant chemotherapy for ER positive breast cancer

Autor: TANG Lingfeng, SHU Xiujie, YAN Ping, TU Gang

Publikováno v: Di-san junyi daxue xuebao, Vol 42, Iss 23, Pp 2341-2349 (2020)

Objective To investigate the influencing factors of neoadjuvant chemotherapy (NAC) in estrogen receptor (ER) positive breast cancer and establish a prediction model of NAC efficacy. Methods A total of 321 ER positive breast cancer patients who receiv

Externí odkaz: https://doaj.org/article/3f6d7e6ed9f24eb599f464ec9c7f5d30

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Akademický článek

A Study on Effectiveness Evaluation of Military Aircraft Maintenance Support System Based on PSO-ELM

Autor: Tu Gang, Guo Jilian, Zhou Yijiao

Publikováno v: Hangkong gongcheng jinzhan, Vol 9, Iss 3, Pp 418-423 (2018)

Effectiveness evaluation of maintenance support system is one of the most important measures in the fine and standardized management of military aircraft. A scientific effectiveness evaluation of maintenance support system is the foundation of fine p

Externí odkaz: https://doaj.org/article/a5d7259561a9469eb69e0b46ed814a55

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Akademický článek

m6A-TCPred: a web server to predict tissue-conserved human m⁶A sites using machine learning approach.

Autor: Tu, Gang¹ (AUTHOR), Wang, Xuan^1,2 (AUTHOR) xuan.wang@liverpool.ac.uk, Xia, Rong³ (AUTHOR), Song, Bowen⁴ (AUTHOR)

Publikováno v: BMC Bioinformatics. 3/25/2024, Vol. 25 Issue 1, p1-12. 12p.

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Research on multi-dimensional end-to-end phrase recognition algorithm based on background knowledge

Autor: Li, Zheng, Tu, Gang, Liu, Guang, Zhan, Zhi-Qiang, Liu, Yi-Jian

At present, the deep end-to-end method based on supervised learning is used in entity recognition and dependency analysis. There are two problems in this method: firstly, background knowledge cannot be introduced; secondly, multi granularity and nest

Externí odkaz: http://arxiv.org/abs/2007.03860

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Research on Annotation Rules and Recognition Algorithm Based on Phrase Window

Autor: Liu, Guang, Tu, Gang, Li, Zheng, Liu, Yi-Jian

At present, most Natural Language Processing technology is based on the results of Word Segmentation for Dependency Parsing, which mainly uses an end-to-end method based on supervised learning. There are two main problems with this method: firstly, t

Externí odkaz: http://arxiv.org/abs/2007.03140

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