[1] 唐晓亮,韩敏.基于改进型模糊ARTMAP网络的CBR遥感图像分类系统研究[J].中国图象图形学报,2007,12(6):1033-1040. TANG Xiao-liang,HAN Min.A study of CBR system for remote sensing classification based on modified fuzzy ARTMAP neural network[J].Journal of Image and Graphics,2007,12(6):1033-1040.(in Chinese)
[2] DAUMÉ H,MARCU D.Domain adaptation for statistical classifiers[J].Journal of Artificial Intelligence Research,2011,26:101-126.
[3] PAN S J,YANG Q.A survey on transfer learning[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(10):1345-1359.
[4] 王皓,高阳,陈兴国.强化学习中的迁移:方法和进展[J].电子学报,2008,36(12):39-43. WANG Hao,CHEN Xing-guo.Transfer of reinforcement learning:the state of the art[J].Acta Electronica Sinica,2008,36(12):39-43.(in Chinese)
[5] 于重重,田蕊,谭励,等.非平衡样本分类的集成迁移学习算法[J].电子学报,2012,40(7):1358-1363. YU Chong-chong,TIAN Rui,TAN Li and Xu-yan.Integrated transfer learning algorithmic for unbalanced samples classification[J].Acta Electronica Sinica,2012,40(7):1358-1363.(in Chinese)
[6] PAN S J,TSANG I W,et al.Domain adaptation via transfer component analysis[J].IEEE Transactions on Neural Networks,2011,22(2):199-210.
[7] 倪彤光,王士同,应文豪,邓赵红.迁移组概率学习机[J].电子学报,2013,41(11):2207-2215. NI Tong-guang,WANG Shi-tong,YING Wen-hao,DENG Zhao-hong.Transfer group probabilities based learning machine[J].Acta Electronica Sinica,2013,41(11):2207-2215.(in Chinese)
[8] BRUZZONE L,MARCONCINI M.Toward the automatic updating of land-cover maps by a domain-adaptation SVM classifier and a circular validation strategy[J].IEEE Transactions on Geoscience and Remote Sensing,2009,47(4):1108-1122.
[9] ZHANG Y S,ZHENG X W,et al.Semi-supervised manifold learning based multigraph fusion for high-resolution remote sensing image classification[J].IEEE Geoscience and Remote Sensing Letters,2014,(11):464-468.
[10] 吴田军,骆剑承,夏列钢,等.迁移学习支持下的遥感影像对象级分类样本自动选择方法[J].测绘学报,2014,43(9):908-916. WU Tianjun,LUO Jiancheng,XIA Liegang,et al.An automatic sample collection method for object-oriented classification of remotely sensed imageries based on transfer learning[J].Acta Geodaetica et Cartographica Sinica,2014,43(9):908-916.(in Chinese)
[11] LIU Y,LI X.Domain adaptation for land use classification:A spatio-temporal knowledge reusing method[J].ISPRS Journal of Photogrammetry and Remote Sensing,2014,98:133-144.
[12] VIGDOR B,LERNER B.The Bayesian ARTMAP[J].IEEE Transactions on Neural Networks,2007,18(6):1628-1644.
[13] TANG X,HAN M.Semi-supervised Bayesian ARTMAP[J].Applied Intelligence,2010,33(3):302-317.
[14] LEIVA-MURILLO J M,GÓMEZ-CHOVA L,et al.Multitask remote sensing data classification[J].IEEE Transactions on Geoscience and Remote Sensing,2013,51(1):151-161.
[15] NG S K,MCLACHLAN G J.On the choice of the number of blocks with the incremental EM algorithm for the fitting of normal mixtures[J].Statistics and Computing,2003,13(1):45-55.
[16] CARPENTER G A,GROSSBERG S,et al.Fuzzy ARTMAP:A neural network architecture for incremental supervised learning of analog multidimensional maps[J].IEEE Transactions on Neural Networks,1992,3(5):698-713.
[17] CARPENTER G A,ROSS W D.ART-EMAP:A neural network architecture for object recognition by evidence accumulation[J].IEEE Transactions on Neural Networks,1995,6(4):805-818.
[18] COETZEE F M.Correcting the Kullback-Leibler distance for feature selection[J].Pattern Recognition Letters,2005,26(11):1675-1683. |