134
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SAC
10 years 1 months ago
2015 ACM 
Penalized regression is an attractive framework for variable selection problems. Often, variables possess a grouping structure, and the relevant selection problem is that of selec...
132
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SAC
10 years 1 months ago
2015 ACM
We propose a procedure for testing the linearity of a scalar-on-function regression relationship. To do so, we use the functional generalized additive model (FGAM), a recently dev...
131
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SAC
10 years 1 months ago
2015 ACM
Multi-view algorithms, such as co-training and co-EM, utilize unlabeled data when the available attributes can be split into independent and compatible subsets. Experiments have s...
131
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SAC
10 years 1 months ago
2015 ACM 
Correlated pattern mining has become increasingly an important task in data mining and knowledge discovery. In practice, the exploitation of correlated patterns is hampered by the...
129
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SAC
10 years 1 months ago
2015 ACM
Recent advances in Monte Carlo methods allow us to revisit work by de Finetti who suggested the use of approximate exchangeability in the analyses of contingency tables. This paper...
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Applied Computing