Combining clustering and classification for remote-sensing images using unlabeled data

A joint clustering and classification approach is proposed.This approach exploits unlabeled data for efficient clustering,which is applied in the classification with support vector machine(SVM) in the case of small-size training samples.The proposed method requires no prior information on data labels,and yields better cluster structures.Through cluster assumption and the notions of support vectors,the most confident k cluster centers and data points near the cluster boundaries are labeled and used to train a reliable SVM classifier.Our method gains better estimation of data distributions and mitigates the unrepresentative problem of small-size training samples.The data set collected from Landsat Thematic Mapper(Landsat TM-5) validates the effectiveness of the proposed approach.     

电介质的极化能与弱磁质的磁化能

本文从微观的角度用做功的方法计算了电介质的极化能量密度与弱磁质的磁化能量密度．     

合理开发可再生资源的向量微分模型及其应用

本文首先建立了按年龄分组的可再生资源，各年龄组数量应满足的向量微分模型．然后利用所建模型成功地解决了ＣＭＣＭ９６Ａ题中的问题２．     

Spectral Geometry of Closed Minimal Real Hypersurfaces in CP~(n+1) and QP~(n+1)

ＳｐｅｃｔｒａｌＧｅｏｍｅｔｒｙｏｆＣｌｏｓｅｄＭｉｎｉｍａｌＲｅａｌＨｙｐｅｒｓｕｒｆａｃｅｓｉｎＣＰｎ＋１ａｎｄＱＰｎ＋１＊）ＱｕＣｈｅｎｇｑｉｎ（瞿成勤）（ＤｅｐａｒｔｍｅｎｔｏｆＭａｔｈｅｍａｔｉｃｓ，ＮａｎｊｉｎｇＵｎｉｖｅｒｓｉｔｙ，Ｎａ...     

Cross-talk Noise Suppresion in Volume Holography with a Composite Reading Beam

ＣｒｏｓｔａｌｋＮｏｉｓｅＳｕｐｐｒｅｓｉｏｎｉｎＶｏｌｕｍｅＨｏｌｏｇｒａｐｈｙｗｉｔｈａＣｏｍｐｏｓｉｔｅＲｅａｄｉｎｇＢｅａｍＬＩＸｉａｏｃｈｕｎＷＵＭｉｎｘｉａｎＨＥＱｉｎｇｓｈｅｎｇＪＩＮＧｕｏｆａｎ（ＤｅｐａｒｔｍｅｎｔｏｆＰｒｅｃｉ...     

Coherence Time Measurement of Picosecond Pulses Using Reverse Saturable Absorption in Lead Phthalocyanine

ＣｏｈｅｒｅｎｃｅＴｉｍｅＭｅａｓｕｒｅｍｅｎｔｏｆＰｉｃｏｓｅｃｏｎｄＰｕｌｓｅｓＵｓｉｎｇＲｅｖｅｒｓｅＳａｔｕｒａｂｌｅＡｂｓｏｒｐｔｉｏｎｉｎＬｅａｄＰｈｔｈａｌｏｃｙａｎｉｎｅＬＩＦｅｎｇＳＯＮＧＹｉｎｇｌｉｎＹＡＮＧＫｕｎＬＵＩＳｈｕｔｉ...     

Soliton Transmission Research on using Dispersion Step Fiber Chain Instead of Soliton Fiber

ＳｏｌｉｔｏｎＴｒａｎｓｍｉｓｉｏｎＲｅｓｅａｒｃｈｏｎｕｓｉｎｇＤｉｓｐｅｒｓｉｏｎＳｔｅｐＦｉｂｅｒＣｈａｉｎＩｎｓｔｅａｄｏｆＳｏｌｉｔｏｎＦｉｂｅｒＹＵＪｉａｎｊｕｎＹＡＮＧＢｏｊｕｎ＋ＧＵＡＮＫｅｊｉａｎＹＡＮＧＱｉｍｉｎＺＨＡＮＧＸｉａ...     

Reducing Subspaces of Certain Analytic Toeplitz Operators on the Bergman Space

ＲｅｄｕｃｉｎｇＳｕｂｓｐａｃｅｓｏｆＣｅｒｔａｉｎＡｎａｌｙｔｉｃＴｏｅｐｌｉｔｚＯｐｅｒａｔｏｒｓｏｎｔｈｅＢｅｒｇｍａｎＳｐａｃｅ＊）ＳｕｎＳｈａｎｌｉ（孙善利）ａｎｄＷａｎｇＹｕｅｊｉａｎ（王悦健）（ＤｅｐａｒｔｍｅｎｔｏｆＭａｔｈｅｍａｔｉ...     

Squeezing and Higher-order Squeezing Properties of Eigenstates of the Operator a_(qs)~k

ＳｑｕｅｚｉｎｇａｎｄＨｉｇｈｅｒ┐ｏｒｄｅｒＳｑｕｅｅｚｉｎｇＰｒｏｐｅｒｔｉｅｓｏｆＥｉｇｅｎｓｔａｔｅｓｏｆｔｈｅＯｐｅｒａｔｏｒａｋｑｓＷＡＮＧＪｉｓｕｏＳＵＮＣｈａｎｇｙｏｎｇ（ＤｅｐａｒｔｍｅｎｔｏｆＰｈｙｓｉｃｓ，ＬｉａｏｃｈｅｎｇＴ...     

利用光纤和F-P标准具测量激光的波长和谱线宽度

本文提出了用光纤传输激光进行Ｆ－Ｐ标准具实验的方法，测量了激光的波长和谱线宽度．