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IJCAI
2001
13 years 9 months ago
Reasoning about Categories in Conceptual Spaces
Understanding the process of categorization is a primary research goal in artificial intelligence. The conceptual space framework provides a flexible approach to modeling context-...
Peter Gärdenfors, Mary-Anne Williams
ICML
2007
IEEE
14 years 8 months ago
Infinite mixtures of trees
Finite mixtures of tree-structured distributions have been shown to be efficient and effective in modeling multivariate distributions. Using Dirichlet processes, we extend this ap...
Sergey Kirshner, Padhraic Smyth
ICA
2010
Springer
13 years 8 months ago
Probabilistic Latent Tensor Factorization
We develop a probabilistic modeling framework for multiway arrays. Our framework exploits the link between graphical models and tensor factorization models and it can realize any ...
Y. Kenan Yilmaz, A. Taylan Cemgil
ICIP
2007
IEEE
14 years 9 months ago
Fast and High Resolution 3D Face Scanning
In this work, we present a framework to capture 3D models of faces in high resolutions with low computational load. The system captures only two pictures of the face, one illumina...
Philipp Fechteler, Peter Eisert, Jürgen Rurai...
PRDC
2000
IEEE
13 years 11 months ago
Effects of failure correlation on software in operation
Since the early 1970's a number of models have been proposed for estimating software reliability. However, the realism of many of the underlying assumptions and the applicabi...
Katerina Goseva-Popstojanova, Kishor S. Trivedi