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A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO2/O2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 148, 期号: 0, 页码: 280-290
Authors:  Fan, Xing-Rong;  Wang, Xiujuan;  Kang, Mengzhen;  Hua, Jing;  Guo, Shuangsheng;  de Reffye, Philippe;  Hu, Bao-Gang
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Closed Ecological Life Support System  Functional-structural Plant Model  Knowledge-and-data-driven Model  Mass Balance Model  Model Evaluation  And Model Verification  
Facial Image Attributes Transformation via Conditional Recycle Generative Adversarial Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 3, 页码: 511-521
Authors:  Li, Huai-Yu;  Dong, Wei-Ming;  Hu, Bao-Gang
View  |  Adobe PDF(5421Kb)  |  Favorite  |  View/Download:29/1  |  Submit date:2018/10/10
Generative Adversarial Network  Image Editing  Facial Attributes Transformation  
Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
Authors:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
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Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
Authors:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
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Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
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Parameter Identifiability  Statistical Machine Learning  
A Coupled Hidden Markov Random Field model for simultaneous face clustering and tracking in videos 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 64, 期号: 2, 页码: 361-373
Authors:  Wu, Baoyuan;  Hu, Bao-Gang;  Ji, Qiang
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Face Clustering  Face Tracking  Coupled Hidden Markov Random Field  
Data-Driven Synthesis of Cartoon Faces Using Different Styles 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 464-478
Authors:  Zhang, Yong;  Dong, Weiming;  Ma, Chongyang;  Mei, Xing;  Li, Ke;  Huang, Feiyue;  Hu, Bao-Gang;  Deussen, Oliver
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Cartoon Face  Face Stylization  Data-driven Synthesis  Component-based Modeling  
Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 卷号: 27, 期号: 12, 页码: 3404-3416
Authors:  Li, Chun-Guo;  Mei, Xing;  Hu, Bao-Gang
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Unsupervised Ranking  Multi-attribute  Meta-rules  Data Skeleton  Principal Curves  Bezier Curves  
A knowledge-and-data-driven modeling approach for simulating plant growth: A case study on tomato growth 期刊论文
ECOLOGICAL MODELLING, 2015, 卷号: 312, 页码: 363-373
Authors:  Fan, Xing-Rong;  Kang, Meng-Zhen;  Heuvelink, Ep;  de Reffye, Philippe;  Hu, Bao-Gang;  Kang MZ(康孟珍)
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Data-driven Model  Knowledge-driven Model  Greenlab  Knowledge-and-data-driven Model  Model Integration  Plant Growth Modeling  
Multi-label learning with missing labels for image annotation and facial action unit recognition 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 7, 页码: 2279-2289
Authors:  Wu, Baoyuan;  Lyu, Siwei;  Hu, Bao-Gang;  Ji, Qiang
View  |  Adobe PDF(706Kb)  |  Favorite  |  View/Download:119/48  |  Submit date:2015/09/21
Multi-label Learning  Missing Labels  Image Annotation  Facial Action Unit Recognition