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DATE
2007
IEEE
142views Hardware» more  DATE 2007»
15 years 9 months ago
Optimizing instruction-set extensible processors under data bandwidth constraints
We present a methodology for generating optimized architectures for data bandwidth constrained extensible processors. We describe a scalable Integer Linear Programming (ILP) formu...
Kubilay Atasu, Robert G. Dimond, Oskar Mencer, Way...
IJCNN
2006
IEEE
15 years 9 months ago
Reconstruction of Gene Regulatory Networks from Temporal Microarray Data Using Pattern Recognition Techniques
- Gene regulatory networks allow us to study and understand genes’ roles in biological processes. Among others, regulatory networks help to identify pathway initiator genes and t...
Azhar Salim, Faramarz Valafar
PKDD
2005
Springer
85views Data Mining» more  PKDD 2005»
15 years 8 months ago
Improving Generalization by Data Categorization
In most of the learning algorithms, examples in the training set are treated equally. Some examples, however, carry more reliable or critical information about the target than the ...
Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Ab...
IFIP
2004
Springer
15 years 8 months ago
Imperfectness of Data for STS-Based Physical Mapping
In the STS-based mapping, we are requested to obtain the correct order of probes in a DNA sequence from a given set of fragments or equivalently a hybridization matrix A. It is wel...
Hiro Ito, Kazuo Iwama, Takeyuki Tamura
NIPS
1994
15 years 4 months ago
From Data Distributions to Regularization in Invariant Learning
Ideally pattern recognition machines provide constant output when the inputs are transformed under a group G of desired invariances. These invariances can be achieved by enhancing...
Todd K. Leen