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SBRN
2008
IEEE
15 years 10 months ago
2008
IEEE
In automated multi-label text categorization, an automatic categorization system should output a category set, whose size is unknown a priori, for each document under analysis. Ma...
140
Voted
NECO
2000
15 years 3 months ago
2000
The Bayesian committee machine (BCM) is a novel approach to combining estimators which were trained on different data sets. Although the BCM can be applied to the combination of a...
145
Voted
SEFM
2005
IEEE
15 years 9 months ago
2005
IEEE
The development of test cases is an important issue for testing software, communication protocols and other reactive systems. A number of methods are known for the development of ...
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Imagine two identical people receive exactly the same training on how to classify certain objects. Perhaps surprisingly, we show that one can then manipulate them into classifying...
143
Voted
AMAI
2000
Springer
15 years 3 months ago
2000
Springer
This is a prospective on the research in the intersection of mathematics and artificial intelligence that I see as having been the most important over the past 10 years and that I...