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MICCAI
2003
Springer
16 years 22 days ago
Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines
Abstract. This paper introduces a novel groupwise data-driven algorithm for non-rigid registration. The motivation behind the algorithm is to enable the analysis of groups of regis...
Stephen Marsland, Carole J. Twining, Christopher J...
MICCAI
2005
Springer
16 years 22 days ago
Optimal Trajectories Computation Within Regions of Interest for Hepatic RFA Planning
Abstract. Percutaneous radiofrequency ablation has become a frequently used technique for the treatment of liver cancers, but still remains very difficult to plan. In this paper, w...
Caroline Villard, Claire Baegert, Pascal Schreck, ...
ICML
2006
IEEE
16 years 19 days ago
An investigation of computational and informational limits in Gaussian mixture clustering
We investigate under what conditions clustering by learning a mixture of spherical Gaussians is (a) computationally tractable; and (b) statistically possible. We show that using p...
Nathan Srebro, Gregory Shakhnarovich, Sam T. Rowei...
ICML
2005
IEEE
16 years 19 days ago
Adapting two-class support vector classification methods to many class problems
A geometric construction is presented which is shown to be an effective tool for understanding and implementing multi-category support vector classification. It is demonstrated ho...
Simon I. Hill, Arnaud Doucet
WWW
2004
ACM
16 years 15 days ago
A Lightweight Approach to Semantic Tagging
Semantic Annotation is a challenging research direction in the area of Semantic Web. Turning the web into a Semantic Web implies widespread semantic annotation of documents. But i...
Nadzeya Kiyavitskaya, Nicola Zeni, Luisa Mich, Joh...