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EVOW
2004
Springer
15 years 12 months ago
Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
Carlos Cotta, Christian Sloper, Pablo Moscato
MPC
2004
Springer
109views Mathematics» more  MPC 2004»
15 years 12 months ago
Optimizing Generic Functions
Abstract. Generic functions are defined by induction on the structural representation of types. As a consequence, by defining just a single generic operation, one acquires this o...
Artem Alimarine, Sjaak Smetsers
SAT
2004
Springer
131views Hardware» more  SAT 2004»
15 years 12 months ago
A Comparative Study of 2QBF Algorithms
2QBF is the problem of evaluating a Quantified Boolean Formula (QBF) with two levels of quantification. Many practical problems in sequential verification can be formulated as i...
Darsh P. Ranjan, Daijue Tang, Sharad Malik
ICDM
2003
IEEE
143views Data Mining» more  ICDM 2003»
15 years 11 months ago
Active Sampling for Feature Selection
In knowledge discovery applications, where new features are to be added, an acquisition policy can help select the features to be acquired based on their relevance and the cost of...
Sriharsha Veeramachaneni, Paolo Avesani
ICRA
2003
IEEE
103views Robotics» more  ICRA 2003»
15 years 11 months ago
On addressing the run-cost variance in randomized motion planners
The decades of research in motion planning have resulted in numerous algorithms. Many of the most successful algorithms are randomized and can have widely differing run-times for ...
Pekka Isto, Martti Mäntylä, Juha O. Tuom...