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ICML
2009
IEEE
15 years 6 months ago
Learning linear dynamical systems without sequence information
Virtually all methods of learning dynamic systems from data start from the same basic assumption: that the learning algorithm will be provided with a sequence, or trajectory, of d...
Tzu-Kuo Huang, Jeff Schneider
CEC
2008
IEEE
15 years 6 months ago
Crossover operators to control size growth in linear GP and variable length GAs
— In various nuances of evolutionary algorithms it has been observed that variable sized genomes exhibit large degrees of redundancy and corresponding undue growth. This phenomen...
Dominique Chu, Jonathan E. Rowe
ISCAS
2007
IEEE
128views Hardware» more  ISCAS 2007»
15 years 6 months ago
Analysis of Second-Order Modes of Linear Continuous-Time Systems under Positive-Real Transformations
Abstract— This paper discusses the behavior of the secondorder modes of linear continuous-time systems under variable transformations with positive-real functions. We first disc...
Shunsuke Koshita, Yousuke Mizukami, Taketo Konno, ...
ISMVL
2007
IEEE
82views Hardware» more  ISMVL 2007»
15 years 6 months ago
New Fastest Linearly Independent Transforms over GF(3)
New fastest linearly independent (LI) transforms for ternary functions are introduced in this paper. The transforms operate over Galois Field (3) (GF(3)) and have smaller computat...
Bogdan J. Falkowski, Cicilia C. Lozano, Tadeusz Lu...
IJCNN
2006
IEEE
15 years 5 months ago
Learning to Rank by Maximizing AUC with Linear Programming
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
Kaan Ataman, W. Nick Street, Yi Zhang