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IJCNN
2000
IEEE
15 years 4 months ago
The Growing Hierarchical Self-Organizing Map
In this paper we present the growing hierarchical self-organizing map. This dynamically growing neural network model evolves into a hierarchical structure according to the requirem...
Michael Dittenbach, Dieter Merkl, Andreas Rauber
CBSE
2009
Springer
15 years 6 months ago
Control Encapsulation: A Calculus for Exogenous Composition of Software Components
Abstract. In current software components models, components do not encapsulate control, and are composed by connection mechanisms which pass control from component to component. Co...
Kung-Kiu Lau, Mario Ornaghi
NAACL
2010
14 years 9 months ago
Generalizing Hierarchical Phrase-based Translation using Rules with Adjacent Nonterminals
Hierarchical phrase-based translation (Hiero, (Chiang, 2005)) provides an attractive framework within which both short- and longdistance reorderings can be addressed consistently ...
Hendra Setiawan, Philip Resnik
ICCV
2009
IEEE
14 years 9 months ago
Associative hierarchical CRFs for object class image segmentation
Most methods for object class segmentation are formulated as a labelling problem over a single choice of quantisation of an image space - pixels, segments or group of segments. It...
Lubor Ladicky, Christopher Russell, Pushmeet Kohli...
SDM
2012
SIAM
281views Data Mining» more  SDM 2012»
13 years 2 months ago
Contextual Collaborative Filtering via Hierarchical Matrix Factorization
Matrix factorization (MF) has been demonstrated to be one of the most competitive techniques for collaborative filtering. However, state-of-the-art MFs do not consider contextual...
ErHeng Zhong, Wei Fan, Qiang Yang