ALT
14 years 2 months ago
2001 Springer 
This paper concerns the design of a Support Vector Machine (SVM) appropriate for the learning of Boolean functions. This is motivated by the need of a more sophisticated algorithm ...
ALT
14 years 2 months ago
2001 Springer 
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
ALT
14 years 2 months ago
2001 Springer
The growing use of information visualization tools and data mining algorithms stems from two separate lines of research. Information visualization researchers believe in the impor...
ALT
13 years 9 months ago
2001 Springer  ALT
13 years 9 months ago
2001 Springer
We develop a theory for learning scenarios where multiple learners co-exist but there are mutual compatibility constraints on their outcomes. This is natural in cognitive learning...
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Machine Learning