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An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction Journal article
Molecular Pharmaceutics, 2019,Volume: 16,Issue: 2,Page: 533-541
Authors:  Ye Z.;  Yang Y.;  Li X.;  Cao D.;  Ouyang D.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/14
ADME  deep learning  multitask learning  pharmacokinetic parameters  transfer learning  
Open set face recognition with deep transfer learning and extreme value statistics Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 4
Authors:  Xie, Hao;  Du, Yunyan;  Yu, Huapeng;  Chang, Yongxin;  Xu, Zhiyong;  Tang, Yuanyan
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Deep learning  open set face recognition  transfer learning  invariance  discrimination  
Intelligent Classifier: A Tool to Impel Drug Technology Transfer from Academia to Industry Journal article
Journal of Pharmaceutical Innovation, 2018,Page: 1-7
Authors:  Hui-Heng Lin;  Defang Ouyang;  Yuanjia Hu
Favorite  |  View/Download:5/0  |  Submit date:2019/01/23
University Patents  Patent Licensing  Machine Learning Prediction  Support Vector Machine  Pharmaceutical Patents  Technology Transfer  
Substructural Regularization With Data-Sensitive Granularity for Sequence Transfer Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 6,Page: 2545-2557
Authors:  Sun, Shichang;  Liu, Hongbo;  Meng, Jiana;  Chen, C. L. Philip;  Yang, Yu
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Data-sensitive granularity  hidden Markov model (HMM)  relative entropy (RE)  sequence transfer learning  substructural regularization  
Substructural Regularization with Data-Sensitive Granularity for Sequence Transfer Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 6,Page: 2545-2557
Authors:  Sun S.;  Liu H.;  Meng J.;  Chen C.L.P.;  Yang Y.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/11
Data-sensitive granularity  hidden Markov model (HMM)  relative entropy (RE)  sequence transfer learning  substructural regularization  
Transfer learning for face identification with deep face model Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
Authors:  Yu H.;  Luo Z.;  Tang Y.
Favorite  |  View/Download:1/0  |  Submit date:2019/02/11
deep learning  Discrimination  face recognition  invariance  transfer learning  
Negative samples reduction in cross-company software defects prediction Journal article
Information and Software Technology, 2015,Volume: 62,Issue: 1,Page: 67-77
Authors:  Lin Chen;  Bin Fang;  Zhaowei Shang;  Yuanyan Tang
Favorite  |  View/Download:22/0  |  Submit date:2018/10/30
Cross-company Defects Prediction  Software Fault Prediction  Transfer Learning  
Knowledge flow and boundary crossing at the periphery of a MNC Journal article
International Business Review, 2009,Volume: 18,Issue: 6,Page: 539
Authors:  Hong J.F.L.;  Snell R.S.;  Easterby-Smith M.
Favorite  |  View/Download:2/0  |  Submit date:2018/10/30
Boundary crossing  Inter-organizational learning  Knowledge transfer  MNCs  Power