CapsNet-based drift detection in data stream mining

Author:

Lin Borong1ORCID,Jin Nanlin2ORCID

Affiliation:

1. School of Advanced Technology, Xian Jiaotong-liverpool University, China

2. School of Advanced Technology, Xi’an Jiaotong-liverpool University, China

Publisher

ACM

Reference20 articles.

1. Guangquan Zhang Jie Lu Anjin Liu , Yiliao Song. 2018 . Regional Concept Drift Detection and Density Synchronized Drift Adaptation. Twenty-Sixth International Joint Conference on Artificial Intelligence (2018 ). https://www.ijcai.org/proceedings/2017/0317.pdf Guangquan Zhang Jie Lu Anjin Liu, Yiliao Song. 2018. Regional Concept Drift Detection and Density Synchronized Drift Adaptation. Twenty-Sixth International Joint Conference on Artificial Intelligence (2018). https://www.ijcai.org/proceedings/2017/0317.pdf

2. Manuel Baena-García , José Campo-Ávila , Raúl Fidalgo-Merino , Albert Bifet , Ricard Gavald , and Rafael Morales-Bueno . 2006. Early Drift Detection Method. (01 2006 ). Manuel Baena-García, José Campo-Ávila, Raúl Fidalgo-Merino, Albert Bifet, Ricard Gavald, and Rafael Morales-Bueno. 2006. Early Drift Detection Method. (01 2006).

3. Albert Bifet , Ricard Gavaldà , Geoff Holmes , and Bernhard Pfahringer . 2018. Machine Learning for Data Streams with Practical Examples in MOA . MIT Press . https://moa.cms.waikato.ac.nz/book/. Albert Bifet, Ricard Gavaldà, Geoff Holmes, and Bernhard Pfahringer. 2018. Machine Learning for Data Streams with Practical Examples in MOA. MIT Press. https://moa.cms.waikato.ac.nz/book/.

4. Learning from Time-Changing Data with Adaptive Windowing

5. Hao Chao , Liang Dong , Yongli Liu , and Baoyun Lu. 2019. Emotion Recognition from Multiband EEG Signals Using CapsNet. Sensors 19, 9 ( 2019 ). https://www.mdpi.com/1424-8220/19/9/2212 Hao Chao, Liang Dong, Yongli Liu, and Baoyun Lu. 2019. Emotion Recognition from Multiband EEG Signals Using CapsNet. Sensors 19, 9 (2019). https://www.mdpi.com/1424-8220/19/9/2212

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