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» On Structural Analysis of Large Networks
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ECCV
2010
Springer
15 years 11 months ago
Learning What and How of Contextual Models for Scene Labeling
We present a data-driven approach to predict the importance of edges and construct a Markov network for image analysis based on statistical models of global and local image feature...
IJCNN
2008
IEEE
16 years 20 days ago
A connection-limited neural network by InfoMax and InfoMin
— It is well known that edge filters in the visual system can be generated by the InfoMax principle. But, such models are nonlinear and employ fully-connected network structures...
Yoshitatsu Matsuda, Kazunori Yamaguchi
CORR
2010
Springer
114views Education» more  CORR 2010»
15 years 4 months ago
On weakly optimal partitions in modular networks
Abstract. Modularity was introduced as a measure of goodness for the community structure induced by a partition of the set of vertices in a graph. Then, it also became an objective...
José Ignacio Alvarez-Hamelin, Beiró ...
SIGIR
2010
ACM
15 years 10 months ago
Entity information management in complex networks
Entity information management (EIM) is a nascent IR research area that investigates the information management process about entities instead of documents. It is motivated by the ...
Yi Fang
BMCBI
2006
118views more  BMCBI 2006»
15 years 6 months ago
Exploration of biological network centralities with CentiBiN
Background: The elucidation of whole-cell regulatory, metabolic, interaction and other biological networks generates the need for a meaningful ranking of network elements. Central...
Björn H. Junker, Dirk Koschützki, Falk S...