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AAAI
2010
15 years 5 months ago
Constraint Programming for Data Mining and Machine Learning
Machine learning and data mining have become aware that using constraints when learning patterns and rules can be very useful. To this end, a large number of special purpose syste...
Luc De Raedt, Tias Guns, Siegfried Nijssen
ATAL
2001
Springer
15 years 8 months ago
Commitment Machines
We develop an approach in which we model communication protocols via commitment machines. Commitment machines supply a content to protocol states and actions in terms of the social...
Pinar Yolum, Munindar P. Singh
IJCNN
2008
IEEE
15 years 10 months ago
A formula of equations of states in singular learning machines
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
Sumio Watanabe
112
Voted
AAAI
2004
15 years 5 months ago
Machine Learning for Fast Quadrupedal Locomotion
For a robot, the ability to get from one place to another is one of the most basic skills. However, locomotion on legged robots is a challenging multidimensional control problem. ...
Nate Kohl, Peter Stone
127
Voted
ICTAI
2002
IEEE
15 years 8 months ago
A Genetic Testing Framework for Digital Integrated Circuits
In order to reduce the time-to-market and simplify gatelevel test generation for digital integrated circuits, GAbased functional test generation techniques are proposed for behavi...
Xiaoming Yu, Alessandro Fin, Franco Fummi, Elizabe...