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ML
2002
ACM
127views Machine Learning» more  ML 2002»
13 years 7 months ago
Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces
We examine methods for constructing regression ensembles based on a linear program (LP). The ensemble regression function consists of linear combinations of base hypotheses generat...
Gunnar Rätsch, Ayhan Demiriz, Kristin P. Benn...
ESANN
2004
13 years 9 months ago
Flexible and Robust Bayesian Classification by Finite Mixture Models
Abstract. The regularized Mahalanobis distance is proposed in the framework of finite mixture models to avoid commonly faced numerical difficulties encountered with EM. Its princip...
Cédric Archambeau, Frédéric V...
DAC
1995
ACM
13 years 11 months ago
Delayed Frontal Solution for Finite-Element Based Resistance Extraction
To save memory, layout-to-circuit extractors that use the Finite-Element Method for resistance extraction usually solve the corresponding set of equations with a frontal solution ...
N. P. van der Meijs, Arjan J. van Genderen
JUCS
2006
121views more  JUCS 2006»
13 years 7 months ago
On-line Monitoring of Metric Temporal Logic with Time-Series Constraints Using Alternating Finite Automata
: In this paper we describe a technique for monitoring and checking temporal logic assertions augmented with real-time and time-series constraints, or Metric Temporal Logic Series ...
Doron Drusinsky
GEOINFORMATICA
1998
101views more  GEOINFORMATICA 1998»
13 years 7 months ago
Imprecision in Finite Resolution Spatial Data
An important component of spatial data quality is the imprecision resulting from the resolution at which data are represented. Current research on topics such as spatial data inte...
Michael F. Worboys