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» Measuring independence of datasets
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108
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GECCO
2010
Springer
189views Optimization» more  GECCO 2010»
15 years 5 months ago
Knowledge mining with genetic programming methods for variable selection in flavor design
This paper presents a novel approach for knowledge mining from a sparse and repeated measures dataset. Genetic programming based symbolic regression is employed to generate multip...
Katya Vladislavleva, Kalyan Veeramachaneni, Matt B...
89
Voted
DCC
2009
IEEE
16 years 1 months ago
An Adaptive Sub-sampling Method for In-memory Compression of Scientific Data
A current challenge in scientific computing is how to curb the growth of simulation datasets without losing valuable information. While wavelet based methods are popular, they req...
Didem Unat, Theodore Hromadka III, Scott B. Baden
FBIT
2007
IEEE
15 years 7 months ago
Classification of Cell Membrane Proteins
Membrane proteins are an important class of proteins that serve as channels, receptors, and energy transducers in a cell membrane. Knowledge of a given type of cell membrane prote...
Seyed Koosha Golmohammadi, Lukasz A. Kurgan, Brend...
ISICA
2007
Springer
15 years 7 months ago
Parameter Setting for Evolutionary Latent Class Clustering
The latent class model or multivariate multinomial mixture is a powerful model for clustering discrete data. This model is expected to be useful to represent non-homogeneous popula...
Damien Tessier, Marc Schoenauer, Christophe Bierna...
108
Voted
ICCS
2004
Springer
15 years 6 months ago
A Client-Server Engine for Parallel Computation of High-Resolution Planes
The paper describes a visualization mechanism that permits fast extraction of high-resolution slices of interest from large biomedical datasets stored remotely. To provide the user...
D. P. Gavidia, Elena V. Zudilova, Peter M. A. Sloo...