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JGS
2010
89views more  JGS 2010»
14 years 11 months ago
Spatial models with spatially lagged dependent variables and incomplete data
The purpose of this paper is to suggest estimators for the parameters of spatial models containing a spatially lagged dependent variable, as well as spatially lagged independent va...
Harry H. Kelejian, Ingmar R. Prucha
JMLR
2010
158views more  JMLR 2010»
14 years 11 months ago
Topology Selection in Graphical Models of Autoregressive Processes
An algorithm is presented for topology selection in graphical models of autoregressive Gaussian time series. The graph topology of the model represents the sparsity pattern of the...
Jitkomut Songsiri, Lieven Vandenberghe
91
Voted
NAR
2011
162views Computer Vision» more  NAR 2011»
14 years 7 months ago
BSDB: the biomolecule stretching database
We describe the Biomolecule Stretching Data Base that has been recently set up at http://www.ifpan .edu.pl/BSDB/. It provides information about mechanostability of proteins. Its c...
Mateusz Sikora, Joanna I. Sulkowska, Bartlomiej S....
ICANN
2005
Springer
15 years 10 months ago
Handwritten Digit Recognition with Nonlinear Fisher Discriminant Analysis
Abstract. To generalize the Fisher Discriminant Analysis (FDA) algorithm to the case of discriminant functions belonging to a nonlinear, finite dimensional function space F (Nonli...
Pietro Berkes
132
Voted
BMCBI
2007
104views more  BMCBI 2007»
15 years 4 months ago
Joint mapping of genes and conditions via multidimensional unfolding analysis
Background: Microarray compendia profile the expression of genes in a number of experimental conditions. Such data compendia are useful not only to group genes and conditions base...
Katrijn Van Deun, Kathleen Marchal, Willem J. Heis...