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ACML
2009
Springer
15 years 7 months ago
Learning Algorithms for Domain Adaptation
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
Manas A. Pathak, Eric Nyberg
136
Voted
COCOA
2009
Springer
15 years 7 months ago
Linear Coherent Bi-cluster Discovery via Line Detection and Sample Majority Voting
Discovering groups of genes that share common expression profiles is an important problem in DNA microarray analysis. Unfortunately, standard bi-clustering algorithms often fail t...
Yi Shi, Zhipeng Cai, Guohui Lin, Dale Schuurmans
CALC
2001
Springer
171views Cryptology» more  CALC 2001»
15 years 7 months ago
Approximate Integer Common Divisors
We show that recent results of Coppersmith, Boneh, Durfee and Howgrave-Graham actually apply in the more general setting of (partially) approximate common divisors. This leads us t...
Nick Howgrave-Graham
127
Voted
DATE
1999
IEEE
139views Hardware» more  DATE 1999»
15 years 7 months ago
OpenJ: An Extensible System Level Design Language
There is an increasing research interest in system level design languages which can carry designers from specification to implementation of system-on-a-chip. Unfortunately, two of...
Jianwen Zhu, Daniel Gajski
110
Voted
ADBIS
1999
Springer
104views Database» more  ADBIS 1999»
15 years 7 months ago
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation
In data mining, the selection of an appropriate classifier to estimate the value of an unknown attribute for a new instance has an essential impact to the quality of the classifica...
Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan