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AAAI
2006
15 years 8 months ago
When Is Constrained Clustering Beneficial, and Why?
Several researchers have illustrated that constraints can improve the results of a variety of clustering algorithms. However, there can be a large variation in this improvement, e...
Kiri Wagstaff, Sugato Basu, Ian Davidson
NETWORKING
2004
15 years 8 months ago
A Geometric Derivation of the Probability of Finding a Relay in Multi-rate Networks
Abstract. Relaying can improve performance of a wireless network, especially when different transmission modes with distance/cost tradeoffs are available. Examples of such modes in...
Laura Marie Feeney, Daniel Hollos, Martin Kubisch,...
NIPS
2001
15 years 8 months ago
Thin Junction Trees
We present an algorithm that induces a class of models with thin junction trees--models that are characterized by an upper bound on the size of the maximal cliques of their triang...
Francis R. Bach, Michael I. Jordan
CORR
2010
Springer
66views Education» more  CORR 2010»
15 years 7 months ago
On the Capacity of Non-Coherent Network Coding
The min-cut value towards a single receiver in a network with unit capacity edges can be achieved by routing a single bit. The multicast theorem in network coding shows that, the c...
Mahdi Jafari Siavoshani, Soheil Mohajer, Christina...
PRL
2006
79views more  PRL 2006»
15 years 6 months ago
Multi-class feature selection for texture classification
In this paper, a multi-class feature selection scheme based on recursive feature elimination (RFE) is proposed for texture classifications. The feature selection scheme is perform...
Xue-wen Chen, Xiang-Yan Zeng, Deborah van Alphen