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Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:  Liu, Weiwei;  Nie, Xiangli;  Zhang, Bo;  Sun, Xian
收藏  |  浏览/下载：87/0  |  提交时间：2023/02/07
Task analysis  Feature extraction  Data models  Computational modeling  Learning systems  Training  Support vector machines  Deep learning  incremental learning  open-set recognition (OSR)  remote sensing (RS) image scene classification  
Learning with smooth Hinge losses 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:  Luo, JunRu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：119/0  |  提交时间：2022/04/02
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：139/0  |  提交时间：2022/04/02
Measurement  Task analysis  Covariance matrices  Support vector machines  Prediction algorithms  Minimization  Kernel  Imbalanced classification  minimax probability machine  nondecomposable performance measures  
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：180/0  |  提交时间：2020/05/24
DNA  Bioinformatics  Kernel  Feature extraction  Support vector machines  Genomics  Task analysis  Bioinformatics  machine learning  gapped k-mer  deep neural network  transcription factor binding site prediction  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
作者:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：172/0  |  提交时间：2018/07/30
Convex hull decomposition  kernel  online classification  projection  
Rigorous assessment and integration of the sequence and structure based features to predict hot spots 期刊论文
BMC BIOINFORMATICS, 2011, 卷号: 12, 页码: 14
作者:  Chen, Ruoying;  Chen, Wenjing;  Yang, Sixiao;  Wu, Di;  Wang, Yong;  Tian, Yingjie;  Shi, Yong
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
An online core vector machine with adaptive MEB adjustment 期刊论文
PATTERN RECOGNITION, 2010, 卷号: 43, 期号: 10, 页码: 3468-3482
作者:  Wang, Di;  Zhang, Bo;  Zhang, Peng;  Qiao, Hong
收藏  |  浏览/下载：142/0  |  提交时间：2018/07/30
Minimum enclosing ball  Online classifier  Core vector machine  Support vector machine  Machine learning  
Predicting DNA- and RNA-binding proteins from sequences with kernel methods 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2009, 卷号: 258, 期号: 2, 页码: 289-293
作者:  Shao, Xiaojian;  Tian, Yingjie;  Wu, Lingyun;  Wang, Yong;  Jing, Ling;  Deng, Naiyang
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Bioinformatics  Protein function  Conjoint triad  Nucleic-acid-binding protein  Support vector machine  
A simple decomposition algorithm for support vector machines with polynomial-time convergence 期刊论文
PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 9, 页码: 2543-2549
作者:  Qiao, Hong;  Wang, Yan-Guo;  Zhang, Bo
收藏  |  浏览/下载：117/0  |  提交时间：2018/07/30
support vector machines  decomposition methods  convergence  statistical learning theory  pattern recognition  
Convergence of a new decomposition algorithm for support vector machines 期刊论文
COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS, 2006, 卷号: 4114, 页码: 303-308
作者:  Wang, Yan-Guo;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：77/0  |  提交时间：2018/07/30