Liu, Fan
Article
Liu, Fan ORCID: 0000-0003-2931-1737, Zhou, Xingshe, Cao, Jinli
ORCID: 0000-0002-0221-6361, Wang, Zhu
ORCID: 0000-0003-2368-8947, Wang, Tianben, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2020)
Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN.
IEEE Transactions on Knowledge and Data Engineering.
ISSN 1041-4347
Liu, Fan, Zhou, Xingshe, Wang, Zhu, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
Unobtrusive Mattress-Based Identification of Hypertension by Integrating Classification and Association Rule Mining.
Sensors, 19 (7).
ISSN 1424-8220
Conference or Workshop Item
Liu, Fan, Zhou, Xingshe, Wang, Tianben, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Zhu, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
An Attention-based Hybrid LSTM-CNN Model for Arrhythmias Classification.
In: 2019 International Joint Conference on Neural Networks (IJCNN), 14 Jul 2019 - 19 Jul 2019, Budapest, Hungary.
Liu, Fan, Zhou, Xingshe, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Zhu, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
A LSTM and CNN Based Assemble Neural Network Framework for Arrhythmias Classification.
In: 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), 12 May 2019 - 17 May 2019, Brighton, United Kingdom.
Liu, Fan, Zhou, Xingshe, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Zhu, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
Arrhythmias classification by integrating stacked bidirectional LSTM and two-dimensional CNN.
In: PAKDD 2019, 14 April 2019-17 April 2019, Macau, China.
Liu, Fan, Zhou, X, Wang, Z, Wang, T and Zhang, Yanchun ORCID: 0000-0002-5094-5980
(2018)
Identification of Hypertension by Mining Class Association Rules from Multi-dimensional Features.
In: 2018 24th International Conference on Pattern Recognition (ICPR), 20 Aug 2018 - 24 Aug 2018, Beijing, China.