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PAMI
2010
225views more  PAMI 2010»
13 years 3 months ago
Semi-Supervised Classification via Local Spline Regression
Abstract--This paper presents local spline regression for semisupervised classification. The core idea in our approach is to introduce splines developed in Sobolev space to map the...
Shiming Xiang, Feiping Nie, Changshui Zhang
ICDM
2007
IEEE
99views Data Mining» more  ICDM 2007»
14 years 3 months ago
Optimizing Frequency Queries for Data Mining Applications
Data mining algorithms use various Trie and bitmap-based representations to optimize the support (i.e., frequency) counting performance. In this paper, we compare the memory requi...
Hassan H. Malik, John R. Kender
JMLR
2010
134views more  JMLR 2010»
13 years 3 months ago
Bayesian Algorithms for Causal Data Mining
We present two Bayesian algorithms CD-B and CD-H for discovering unconfounded cause and effect relationships from observational data without assuming causal sufficiency which prec...
Subramani Mani, Constantin F. Aliferis, Alexander ...
ISBI
2007
IEEE
14 years 3 months ago
Segmentation of the Prostate in MR Images by Atlas Matching
Prostate cancer treatment by radiation therapy requires an accurate localisation of the prostate. For the treatment planning, primarily computed tomography (CT) images are used, b...
Stefan Klein, Uulke A. van der Heide, Bas W. Raaym...
FLAIRS
2004
13 years 10 months ago
Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment
The necessity for improved players and opponents in firstperson entertainment-based real-time artificial environments has inspired our research into artificial game players. We em...
G. Michael Youngblood, Lawrence B. Holder