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130
Voted
CORR
2010
Springer
15 years 3 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
123
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CORR
2008
Springer
15 years 3 months ago
2008
Springer
We consider two new formulations for classification problems in the spirit of support vector machines based on robust optimization. Our formulations are designed to build in prote...
145
Voted
BMCBI
2006
2006
A minimally invasive multiple marker approach allows highly efficient detection of meningioma tumors
15 years 3 months ago
Background: The development of effective frameworks that permit an accurate diagnosis of tumors, especially in their early stages, remains a grand challenge in the field of bioinf...
121
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JETAI
2006
15 years 3 months ago
2006
hin an abstract microworld of analogy problems. This approach differs from most other models of analogy in its insistence that concepts acquire their semantics from within the syst...
128
Voted
KES
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. Location and time information about individuals can be captured through GPS devices, GSM phones, RFID tag readers, and by other similar means. Such data can be pre-proces...