Search Results for author: Qinghong Yang

Found 3 papers, 2 papers with code

Exploiting Global and Local Hierarchies for Hierarchical Text Classification

1 code implementation5 May 2022 Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang

Existing methods encode label hierarchy in a global view, where label hierarchy is treated as the static hierarchical structure containing all labels.

Multi Label Text Classification Multi-Label Text Classification +1

An anomaly prediction framework for financial IT systems using hybrid machine learning methods

no code implementations30 Jul 2019 Jingwen Wang, Jingxin Liu, Juntao Pu, Qinghong Yang, Zhongchen Miao, Jian Gao, You Song

To improve the efficiency and accuracy of system failure detection and thereby reduce the impact of system failures on financial services, we propose a novel machine learning-based framework to predict the occurrence of system exceptions and failures in a financial software system.

BIG-bench Machine Learning Time Series Prediction

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