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ICDM
2006
IEEE
91views Data Mining» more  ICDM 2006»
15 years 10 months ago
Entropy-based Concept Shift Detection
When monitoring sensory data (e.g., from a wearable device) the context oftentimes changes abruptly: people move from one situation (e.g., working quietly in their office) to ano...
Peter Vorburger, Abraham Bernstein
CORR
2010
Springer
91views Education» more  CORR 2010»
14 years 11 months ago
Switching between Hidden Markov Models using Fixed Share
In prediction with expert advice the goal is to design online prediction algorithms that achieve small regret (additional loss on the whole data) compared to a reference scheme. I...
Wouter M. Koolen, Tim van Erven
ICMAS
2000
15 years 5 months ago
Evolutionary On-line Learning of Cooperative Behavior with Situation-Action-Pairs
We present a concept to use off-line learning approaches to achieve on-line learning of cooperative behavior of agents and instantiate this concept for evolutionary learning with ...
Jörg Denzinger, Michael Kordt
TON
2010
107views more  TON 2010»
14 years 10 months ago
Rate Quantization and the Speedup Required to Achieve 100% Throughput for Multicast Over Crossbar Switches
Abstract-- The problem of providing quality of service guarantees for multicast traffic over crossbar switches has received a limited attention, despite the popularity of its count...
Can Emre Koksal
SIGCOMM
1994
ACM
15 years 8 months ago
Making Greed Work in Networks: A Game-Theoretic Analysis of Switch Service Disciplines
This paper discusses congestion control from a game-theoretic perspective. There are two basic premises: (1) users are assumed to be independent and sel sh, and (2) central admini...
Scott Shenker