3542 search results - page 437 / 709 » Phenomenal Data Mining: From Data to Phenomena |
96
Voted
ICDM
2010
IEEE
14 years 12 months ago
2010
IEEE
Abstract--Recently, the following discrimination aware classification problem was introduced: given a labeled dataset and an attribute , find a classifier with high predictive accu...
133
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KDD
2006
ACM
16 years 2 months ago
2006
ACM
In this paper, we propose a novel probabilistic approach to summarize frequent itemset patterns. Such techniques are useful for summarization, post-processing, and end-user interp...
118
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ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
Most topic models, such as latent Dirichlet allocation, rely on the bag-of-words assumption. However, word order and phrases are often critical to capturing the meaning of text in...
112
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ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
We describe a part-based object-recognition framework, specialized to mining complex 3D objects from detailed 3D images. Objects are modeled as a collection of parts together with...
118
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ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
Accurate topical classification of user queries allows for increased effectiveness and efficiency in general-purpose web search systems. Such classification becomes critical if th...