6368 search results - page 195 / 1274 » Modeling Problem Transformations based on Data Complexity |
175
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KDD
2002
ACM
16 years 6 months ago
2002
ACM
Recently there has been an increasing interest in developing regression models for large datasets that are both accurate and easy to interpret. Regressors that have these properti...
182
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AMAI
2004
Springer
15 years 12 months ago
2004
Springer
The Minimax Probability Machine (MPM) constructs a classifier, which provides a worst-case bound on the probability of misclassification of future data points based on reliable ...
166
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MOBIHOC
2006
ACM
16 years 6 months ago
2006
ACM
To date, topology control in wireless ad hoc and sensor networks--the study of how to compute from the given communication network a subgraph with certain beneficial properties--h...
223
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ICDE
2012
IEEE
13 years 9 months ago
2012
IEEE
—MapReduce has emerged as a popular tool for distributed and scalable processing of massive data sets and is increasingly being used in e-science applications. Unfortunately, the...
195
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AIPS
2011
14 years 10 months ago
2011
Applying learning techniques to acquire action models is an area of intense research interest. Most previous works in this area have assumed that there is a significant amount of...