时间序列分析
时间序列分析 (Time Series Analysis) 包括异常检测、时间序列聚类、时间序列预测等,在日常生活中有着广泛的应用,如欺诈检测、股票预测等。
Paper List:
1. Learning Representations for Incomplete Time Series Clustering
Qianli Ma, Chuxin Chen, Sen Li, Garrison Cottrell.
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper]
2. Joint-Label Learning by Dual Augmentation for Time Series Classification
Qianli Ma, Zhenjing Zheng, Jiawei Zheng, et al.
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper]
3. Time Series Anomaly Detection with Multiresolution Ensemble Decoding
Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok.
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper]