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CCO
2001
Springer
161views Combinatorics» more  CCO 2001»
15 years 7 months ago
Branch, Cut, and Price: Sequential and Parallel
Branch, cut, and price (BCP) is an LP-based branch and bound technique for solving large-scale discrete optimization problems (DOPs). In BCP, both cuts and variables can be generat...
Laszlo Ladányi, Ted K. Ralphs, Leslie E. Tr...
BMCBI
2006
158views more  BMCBI 2006»
15 years 2 months ago
Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
93
Voted
ICANN
2005
Springer
15 years 8 months ago
Short Term Memories and Forcing the Re-use of Knowledge for Generalization
Despite the well-known performances and the theoretical power of neural networks, learning and generalizing are sometimes very difficult. In this article, we investigate how short ...
Laurent Orseau
102
Voted
HICSS
2007
IEEE
84views Biometrics» more  HICSS 2007»
15 years 6 months ago
Distance Education: Some Differences in Course Type
act Transcript Notation for Analyzing Interactional Construction of Meaning in Online Learning Daniel Suthers, Nathan Dwyer, Ravi Vatrapu, and Richard Medina CL 3 Saturday 1:00
Chuck Beck, Wm. Benjamin Martz Jr.
79
Voted
NIPS
2001
15 years 4 months ago
Scaling Laws and Local Minima in Hebbian ICA
We study the dynamics of a Hebbian ICA algorithm extracting a single non-Gaussian component from a high-dimensional Gaussian background. For both on-line and batch learning we fin...
Magnus Rattray, Gleb Basalyga