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Effective and Efficient Optimization Methods for Kernel Based Classification Problems 学位论文
出版年: 2014
作者:  Tayal;Aditya
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Kernel Methods  Statistical Classification  Rare Class Learning  Ordinal Regression  Feature Selection  Optimization  Trust Region Method  
KERNEL-BASED RETRIEVAL OF ATMOSPHERIC PROFILES FROM IASI DATA 会议论文
会议名称: IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 会议地点: Vancouver, CANADA. 会议日期: JUL 24-29, 2011
作者:  Camps-Valls, Gustavo;  Laparra, Valero;  Munoz-Mari, Jordi;  Gomez-Chova, Luis;  Calbet, Xavier
收藏  |  浏览/下载：12/0  |  提交时间：2019/12/09
Kernel methods  kernel ridge regression  support vector machine (SVM)  IASI  atmospheric retrieval  
KERNEL-BASED RETRIEVAL OF ATMOSPHERIC PROFILES FROM IASI DATA 会议论文
会议名称: IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 会议地点: Vancouver, CANADA. 会议日期: JUL 24-29, 2011
作者:  Camps-Valls, Gustavo;  Laparra, Valero;  Munoz-Mari, Jordi;  Gomez-Chova, Luis;  Calbet, Xavier
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/09
Kernel methods  kernel ridge regression  support vector machine (SVM)  IASI  atmospheric retrieval  
Hippocampal Shape Analysis for Alzheimer's Disease Using an Efficient Hypothesis Test and Regularized Discriminative Deformation 会议论文
会议名称: 1st Computational Hippocampal Anatomy and Physiology Workshop. 会议地点: New York, NY. 会议日期: SEP 06, 2008
作者:  Zhou, Luping;  Lieby, Paulette;  Barnes, Nick;  Reglade-Meslin, Chantal;  Walker, Janine;  Cherbuin, Nicolas;  Hartley, Richard
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/07
hippocampal shape  hypothesis test  permutation test  bootstrap test  Fisher discriminant  spherical harmonics  kernel methods  discriminative direction  OASIS data set  
Recent advances in techniques for hyperspectral image processing 会议论文
会议名称: Session on the State of Science of Environmental Applications of Imaging Spectroscopy held in honor of Alexander FH Goetz. 会议地点: Denver, CO. 会议日期: 2006
作者:  Plaza, Antonio;  Benediktsson, Jon Atli;  Boardman, Joseph W.;  Brazile, Jason;  Bruzzone, Lorenzo;  Camps-Valls, Gustavo;  Chanussot, Jocelyn;  Fauvel, Mathieu;  Gamba, Paolo;  Gualtieri, Anthony;  Marconcini, Mattia;  Tilton, James C.;  Trianni, Giovanna
收藏  |  浏览/下载：10/0  |  提交时间：2019/12/07
Classification  Hyperspectral imaging  Kernel methods  Support vector machines  Markov random fields  Mathematical morphology  Spatial/spectral processing  Spectral mixture analysis  Endmember extraction  Parallel processing  
Hippocampal Shape Analysis for Alzheimer’s Disease Using an Efficient Hypothesis Test and Regularized Discriminative Deformation 期刊论文
发表期刊: HIPPOCAMPUS. 出版年: 2009, 卷号: 19, 期号: 6, 页码: 533-540
作者:  Zhou, Luping;  Lieby, Paulette;  Barnes, Nick;  Reglade-Meslin, Chantal;  Walker, Janine;  Cherbuin, Nicolas;  Hartley, Richard
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/28
hippocampal shape  hypothesis test  permutation test  bootstrap test  Fisher discriminant  spherical harmonics  kernel methods  discriminative direction  OASIS data set  
Recent advances in techniques for hyperspectral image processing 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2009, 卷号: 113, 页码: S110-S122
作者:  Plaza, Antonio;  Benediktsson, Jon Atli;  Boardman, Joseph W.;  Brazile, Jason;  Bruzzone, Lorenzo;  Camps-Valls, Gustavo;  Chanussot, Jocelyn;  Fauvel, Mathieu;  Gamba, Paolo;  Gualtieri, Anthony;  Marconcini, Mattia;  Tilton, James C.;  Trianni, Giovanna
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/28
Classification  Hyperspectral imaging  Kernel methods  Support vector machines  Markov random fields  Mathematical morphology  Spatial/spectral processing  Spectral mixture analysis  Endmember extraction  Parallel processing