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» Evaluating algorithms that learn from data streams
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101
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ICMCS
2000
IEEE
134views Multimedia» more  ICMCS 2000»
15 years 5 months ago
TBLB Algorithm for Servicing Real-Time Multimedia Traffic Streams
In this paper, we propose to use a simple packet servicing algorithm suitable for servicing bursty real-time multimedia traffic streams in packet-switched networks. These real-tim...
William K. Wong, Victor C. M. Leung
CIDM
2007
IEEE
15 years 7 months ago
K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data
— We present K2GA, an algorithm for learning Bayesian network structures from data. K2GA uses a genetic algorithm to perform stochastic search, while employing a modified versio...
Eli Faulkner
FLAIRS
2007
15 years 3 months ago
Mining Sequences in Distributed Sensors Data for Energy Production
The desire to predict power generation at a given point in time is essential to power scheduling, energy trading, and availability modeling. The research conducted within is conce...
Mehmed M. Kantardzic, John Gant
109
Voted
KAIS
2007
113views more  KAIS 2007»
15 years 15 days ago
CPU load shedding for binary stream joins
We present an adaptive load shedding approach for windowed stream joins. In contrast to the conventional approach of dropping tuples from the input streams, we explore the concept ...
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
CLUSTER
2005
IEEE
15 years 6 months ago
A pipelined data-parallel algorithm for ILP
The amount of data collected and stored in databases is growing considerably for almost all areas of human activity. Processing this amount of data is very expensive, both humanly...
Nuno A. Fonseca, Fernando M. A. Silva, Víto...