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COLT
1992
Springer
13 years 9 months ago
Learning Switching Concepts
We consider learning in situations where the function used to classify examples may switch back and forth between a small number of different concepts during the course of learnin...
Avrim Blum, Prasad Chalasani
ECML
1997
Springer
13 years 9 months ago
Constructing Intermediate Concepts by Decomposition of Real Functions
In learning from examples it is often useful to expand an attribute-vector representation by intermediate concepts. The usual advantage of such structuring of the learning problemi...
Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Brat...
AI
1999
Springer
13 years 5 months ago
Learning by Discovering Concept Hierarchies
We present a new machine learning method that, given a set of training examples, induces a definition of the target concept in terms of a hierarchy of intermediate concepts and th...
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Brat...
NIPS
2001
13 years 6 months ago
Switch Packet Arbitration via Queue-Learning
In packet switches, packets queue at switch inputs and contend for outputs. The contention arbitration policy directly affects switch performance. The best policy depends on the c...
Timothy X. Brown
RTCSA
2008
IEEE
13 years 11 months ago
Concepts of Switching in the Time-Triggered Network-on-Chip
This paper presents the concepts of switching in the Time-Triggered Network-on-Chip (TTNoC), which is the communication subsystem of the Time-Triggered Systemon-Chip (TTSoC) archi...
Christian Paukovits, Hermann Kopetz