1216 search results - page 74 / 244 » Predicting relative performance of classifiers from samples |
155
Voted
ICCV
2005
IEEE
16 years 5 months ago
2005
IEEE
Although a considerable amount of work has been published on material classification, relatively little of it studies situations with considerable variation within each class. Man...
121
Voted
PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Most approaches to classifying media content assume a fixed, closed vocabulary of labels. In contrast, we advocate machine learning approaches which take advantage of the millions...
137
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JAIR
2006
15 years 3 months ago
2006
In this paper we propose a data intensive approach for inferring sentence-internal temporal relations. Temporal inference is relevant for practical NLP applications which either e...
141
Voted
ILP
2003
Springer
15 years 9 months ago
2003
Springer
It is well known that many hard tasks considered in machine learning and data mining can be solved in an rather simple and robust way with an instance- and distance-based approach....
168
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CEC
2007
IEEE
15 years 8 months ago
2007
IEEE
This article, which lies within the data mining framework, proposes a method to build classifiers based on the evolution of rules. The method, named REC (Rule Evolution for Classif...