3949 search results - page 301 / 790 » Machine Learning and Data Mining |
126
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
This paper proposes a novel decision tree for a data set with time-series attributes. Our time-series tree has a value (i.e. a time sequence) of a time-series attribute in its int...
152
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ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
We present conditional random fields, a framework for building probabilistic models to segment and label sequence data. Conditional random fields offer several advantages over hid...
122
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ECML
2007
Springer
15 years 10 months ago
2007
Springer
Choosing a suitable feature representation for structured data is a non-trivial task due to the vast number of potential candidates. Ideally, one would like to pick a small, but in...
155
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CCS
2010
ACM
15 years 2 months ago
2010
ACM
Remote operating system fingerprinting relies on implementation differences between OSs to identify the specific variant executing on a remote host. Because these differences can ...
130
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We address the problem of detecting batches of emails that have been created according to the same template. This problem is motivated by the desire to filter spam more effectivel...