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RSCTC
2000
Springer
139views Fuzzy Logic» more  RSCTC 2000»
15 years 10 months ago
Application of Normalized Decision Measures to the New Case Classification
The optimization of rough set based classification models with respect to parameterized balance between a model's complexity and confidence is discussed. For this purpose, the...
Dominik Slezak, Jakub Wroblewski
SODA
2004
ACM
173views Algorithms» more  SODA 2004»
15 years 8 months ago
Tabulation based 4-universal hashing with applications to second moment estimation
We show that 4-universal hashing can be implemented efficiently using tabulated 4-universal hashing for characters, gaining a factor of 5 in speed over the fastest existing method...
Mikkel Thorup, Yin Zhang
ADCM
2006
74views more  ADCM 2006»
15 years 6 months ago
Linearly constrained reconstruction of functions by kernels with applications to machine learning
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
Robert Schaback, J. Werner
CSDA
2004
105views more  CSDA 2004»
15 years 6 months ago
Computational aspects of algorithms for variable selection in the context of principal components
Variable selection consists in identifying a k-subset of a set of original variables that is optimal for a given criterion of adequate approximation to the whole data set. Several...
Jorge Cadima, J. Orestes Cerdeira, Manuel Minhoto
RC
1998
66views more  RC 1998»
15 years 6 months ago
An Interval Polynomial Interpolation Problem and Its Lagrange Solution
Numerical interpolation and approximation are powerful tools to solve real world application problems. To take data measurement errors into considerations of interpolating a d deg...
Chenyi Hu, Angelina Cardenas, Stephanie Hoogendoor...