Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness

Author:

Mori UsueORCID,Mendiburu AlexanderORCID,Dasgupta Sanjoy,Lozano Jose A.ORCID

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

Cited by 67 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. Representation Learning of Tangled Key-Value Sequence Data for Early Classification;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

2. Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach;ACM Transactions on Knowledge Discovery from Data;2024-03-26

3. A Time Series Segment Finding Motifs Based On Sliding Window Algorithm;2024 IEEE International Conference on Industrial Technology (ICIT);2024-03-25

4. A Proactive Self-Adaptation Approach Based on Ensemble Prediction for Service-Based Systems;Journal of Circuits, Systems and Computers;2024-03-14

5. Memory Shapelet Learning for Early Classification of Streaming Time Series;IEEE Transactions on Cybernetics;2024

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