Stock time series pattern matching: Template-based vs. rule-based approaches

Author:

Fu Tak-chung,Chung Fu-lai,Luk Robert,Ng Chak-man

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference12 articles.

1. Agrawal, R., Faloutsos, C., Swami, A.N., 1993. Efficient similarity search in sequence databases. In: Proceedings of the Fourth International Conference on Foundations of Data Organization and Algorithms, pp. 69–84.

2. Berndt, D.J., Clifford, J. 1994. Using dynamic time warping to find patterns in time series. In: Working Notes of the Knowledge Discovery in Databases Workshop, pp. 359–370.

3. Chan, K.P., Fu, A.C. 1999. Efficient Time Series Matching by Wavelets. Proceedings of the 15th International Conference on Data Engineering (ICDE), pp. 126–133.

4. Chung, F.L., Fu, T.C., Luk, R., Ng, V. 2001. Flexible time series pattern matching based on perceptually important points. In: International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Learning from Temporal and Spatial Data, pp. 1–7.

5. Das, G., Gunopulos, D., Mannila, H. 1997. Finding similar time series. In: Proceedings of the European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pp. 88–95.

Cited by 72 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25

2. T-Rex: Optimizing Pattern Search on Time Series;Proceedings of the ACM on Management of Data;2023-06-13

3. Fast template matching and object detection techniques using φ-correlation and binary circuits;Multimedia Tools and Applications;2023-06-09

4. Exploring Stock Price Prediction Techniques: A Systematic Review and Empirical Study of Pattern Recognition and Hybrid Approaches;2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3);2023-06-08

5. Machine learning techniques for stock price prediction and graphic signal recognition;Engineering Applications of Artificial Intelligence;2023-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3