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75
Voted
ICDM
2009
IEEE
14 years 8 months ago
2009
IEEE
Recently a number of modeling techniques have been developed for data mining and machine learning in relational and network domains where the instances are not independent and ide...
63
Voted
JMLR
2010
14 years 5 months ago
2010
In this paper, we study the problem of learning a matrix W from a set of linear measurements. Our formulation consists in solving an optimization problem which involves regulariza...
ICALT
2006
IEEE
15 years 4 months ago
2006
IEEE
Social software is used widely in organizational knowledge management and professional learning. The PROLEARN network of excellence appreciates the trend of lowering the barriers ...
77
Voted
CORR
2007
Springer
14 years 10 months ago
2007
Springer
This paper describes experiments on learning Dutch phonotactic rules using Inductive Logic Programming, a machine learning approach based on the notion of inverting resolution. Di...
DIS
1999
Springer
15 years 2 months ago
1999
Springer
After two decades of research on automated discovery, many principles are shaping up as a foundation of discovery science. In this paper we view discovery science as automation of ...