1351 search results - page 119 / 271 » Learning from compressed observations |
160
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ICML
2001
IEEE
16 years 5 months ago
2001
IEEE
Clustering is traditionally viewed as an unsupervised method for data analysis. However, in some cases information about the problem domain is available in addition to the data in...
116
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ANOR
2010
15 years 4 months ago
2010
Detection of changes to multivariate patterns is an important topic in a number of different domains. Modern data sets often include categorical and numerical data and potentially...
152
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IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— When an agent observes its environment, there are two important characteristics of the perceived information. One is the relevance of information and the other is redundancy. T...
141
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KES
2005
Springer
15 years 9 months ago
2005
Springer
Pervasive computing environment and users’ demand for multimedia personalization precipitate a need for personalization tools to help people access desired multimedia content at ...
151
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NIPS
2004
15 years 5 months ago
2004
Machine learning is often used to automatically solve human tasks. In this paper, we look for tasks where machine learning algorithms are not as good as humans with the hope of ga...