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SDM
2003
SIAM
120views Data Mining» more  SDM 2003»
13 years 11 months ago
Estimation of Topological Dimension
We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...
Douglas R. Hundley, Michael J. Kirby
PSB
2003
13 years 11 months ago
Towards Identifying Lateral Gene Transfer Events
This paper is concerned with evaluating the performance of the model and algorithm in [7] for detecting lateral gene transfers events. Using a Poisson process to describe arrival t...
Louigi Addario-Berry, Michael T. Hallett, Jens Lag...
NIPS
2003
13 years 11 months ago
Linear Response for Approximate Inference
Belief propagation on cyclic graphs is an efficient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. I...
Max Welling, Yee Whye Teh
NIPS
2003
13 years 11 months ago
Perception of the Structure of the Physical World Using Unknown Multimodal Sensors and Effectors
Is there a way for an algorithm linked to an unknown body to infer by itself information about this body and the world it is in? Taking the case of space for example, is there a w...
David Philipona, J. K. O'Regan, Jean-Pierre Nadal,...
NIPS
2003
13 years 11 months ago
Robustness in Markov Decision Problems with Uncertain Transition Matrices
Optimal solutions to Markov Decision Problems (MDPs) are very sensitive with respect to the state transition probabilities. In many practical problems, the estimation of those pro...
Arnab Nilim, Laurent El Ghaoui
NIPS
2003
13 years 11 months ago
Learning the k in k-means
When clustering a dataset, the right number k of clusters to use is often not obvious, and choosing k automatically is a hard algorithmic problem. In this paper we present an impr...
Greg Hamerly, Charles Elkan
NAACL
2003
13 years 11 months ago
Unsupervised methods for developing taxonomies by combining syntactic and statistical information
This paper describes an unsupervised algorithm for placing unknown words into a taxonomy and evaluates its accuracy on a large and varied sample of words. The algorithm works by ...
Dominic Widdows
MIC
2003
132views Control Systems» more  MIC 2003»
13 years 11 months ago
A New Parameter Estimation Method for DSC Thermodynamic Property Evaluation - Part II: Runge-Kutta Implementation and Numerical
A lumped heat transfer model and parameter estimation technique are proposed for determining key parameters associated with a heat flux Differential Scanning Calorimeter (DSC). T...
Gregory E. Osborne, Jay I. Frankel, Adrian S. Saba...
WSCG
2004
145views more  WSCG 2004»
13 years 11 months ago
Efficient and Feature-Preserving Triangular Mesh Decimation
Most of the existing algorithms for decimation of triangular meshes perform poorly at very low levels of detail. We propose a new automatic method for the decimation of triangular...
Muhammad Hussain, Yoshihiro Okada, Koichi Niijima
WSCG
2004
115views more  WSCG 2004»
13 years 11 months ago
A Public-key Asymmetric Robust Watermarking Algorithm Based on Signal with Special Correlation Characteristic
A public-key asymmetric robust watermarking algorithm based on signal with special correlation characteristic is proposed in this paper. This algorithm is designed to permit pubic...
Yanjun Hu, Li Gao, Xiaoping Ma, Zhigeng Pan, Li Li