• 431 Citations
  • 12 h-Index
20102019
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Research Output 2010 2019

  • 431 Citations
  • 12 h-Index
  • 30 Conference contribution
  • 6 Article
  • 3 Conference article
  • 1 Paper
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Article
2019

A hybrid self-attention deep learning framework for multivariate sleep stage classification

Yuan, Y., Jia, K., Ma, F., Xun, G., Wang, Y., Su, L. & Zhang, A., Dec 2 2019, In : BMC bioinformatics. 20, 586.

Research output: Contribution to journalArticle

Open Access
Polysomnography
Sleep Stages
Sleep
Learning
Biological Phenomena
1 Citation (Scopus)

Towards Confidence Interval Estimation in Truth Discovery

Xiao, H., Gao, J., Li, Q., Ma, F., Su, L., Feng, Y. & Zhang, A., Mar 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 3, p. 575-588 14 p., 8359426.

Research output: Contribution to journalArticle

2018
8 Citations (Scopus)

Deep patient similarity learning for personalized healthcare

Suo, Q., Ma, F., Yuan, Y., Huai, M., Zhong, W., Gao, J. & Zhang, A., Jul 2018, In : IEEE Transactions on Nanobioscience. 17, 3, p. 219-227 9 p., 8360146.

Research output: Contribution to journalArticle

Health
Learning
Delivery of Health Care
Neural networks
Entropy
2017
18 Citations (Scopus)

A Multi-Task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks

Suo, Q., Ma, F., Canino, G., Gao, J., Zhang, A., Veltri, P. & Agostino, G., Jan 1 2017, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 1665-1674 10 p.

Research output: Contribution to journalArticle

Electronic Health Records
Health
Health Status
Delivery of Health Care
Research
22 Citations (Scopus)

Discovering social spammers from multiple views

Shen, H., Ma, F., Zhang, X., Zong, L., Liu, X. & Liang, W., Feb 15 2017, In : Neurocomputing. 225, p. 49-57 9 p.

Research output: Contribution to journalArticle

Social Support
Datasets
2011
2 Citations (Scopus)

Topic Detection with Hypergraph Partition algorithm

Liu, X., Ma, F. & Lin, H., Dec 19 2011, In : Journal of Software. 6, 12 SPEC. ISSUE, p. 2407-2415 9 p.

Research output: Contribution to journalArticle

Vector spaces
Experiments