27 search results - page 4 / 6 » An Analytic Learning System for Specializing Heuristics |
92
Voted
CMS
2010
14 years 10 months ago
2010
While conventional malware detection approaches increasingly fail, modern heuristic strategies often perform dynamically, which is not possible in many applications due to related ...
TIT
2002
14 years 10 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
114
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
Credit assignment is a fundamental issue for the Learning Classifier Systems literature. We engage in a detailed investigation of credit assignment in one recent system called UC...
93
Voted
SDM
2009
SIAM
15 years 7 months ago
2009
SIAM
As the amount of textual information grows explosively in various kinds of business systems, it becomes more and more desirable to analyze both structured data records and unstruc...
82
Voted
ICDE
2007
IEEE
15 years 4 months ago
2007
IEEE
In this work, we propose a multi-relational concept discovery method for business intelligence applications. Multi-relational data mining finds interesting patterns that span ove...