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» Extraction of informative genes from microarray data
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111
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ICML
2000
IEEE
16 years 4 months ago
FeatureBoost: A Meta-Learning Algorithm that Improves Model Robustness
Most machine learning algorithms are lazy: they extract from the training set the minimum information needed to predict its labels. Unfortunately, this often leads to models that ...
Joseph O'Sullivan, John Langford, Rich Caruana, Av...
BPM
2009
Springer
258views Business» more  BPM 2009»
15 years 10 months ago
Activity Mining by Global Trace Segmentation
Process Mining is a technology for extracting non-trivial and useful information from execution logs. For example, there are many process mining techniques to automatically discove...
Christian W. Günther, Anne Rozinat, Wil M. P....
104
Voted
MM
2005
ACM
78views Multimedia» more  MM 2005»
15 years 8 months ago
Validating cardiac echo diagnosis through video similarity
Video data is increasingly being used in medical diagnosis. Due to the quality of the video and the complexities of underlying motion captured, it is difficult for an in-experienc...
Tanveer Fathima Syeda-Mahmood, Dulce B. Ponceleon,...
PKDD
2005
Springer
125views Data Mining» more  PKDD 2005»
15 years 8 months ago
A Propositional Approach to Textual Case Indexing
Abstract. Problem solving with experiences that are recorded in text form requires a mapping from text to structured cases, so that case comparison can provide informed feedback fo...
Nirmalie Wiratunga, Robert Lothian, Sutanu Chakrab...
WOWMOM
2000
ACM
96views Multimedia» more  WOWMOM 2000»
15 years 7 months ago
An integrated mobility and traffic model for resource allocation in wireless networks
In a wireless communications network, the movement of mobile users presents significant technical challenges to providing efficient access to the wired broadband network. In this ...
Hisashi Kobayashi, Shun-Zheng Yu, Brian L. Mark