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KDD
2004
ACM
147views Data Mining» more  KDD 2004»
15 years 10 months ago
Clustering time series from ARMA models with clipped data
Clustering time series is a problem that has applications in a wide variety of fields, and has recently attracted a large amount of research. In this paper we focus on clustering...
Anthony J. Bagnall, Gareth J. Janacek
INFOCOM
2009
IEEE
15 years 11 months ago
Network Bandwidth Allocation via Distributed Auctions with Time Reservations
—This paper studies the problem of allocating network capacity through periodic auctions. Motivated primarily by a service overlay architecture, we impose the following condition...
Pablo Belzarena, Andrés Ferragut, Fernando ...
209
Voted
CORR
2012
Springer
292views Education» more  CORR 2012»
14 years 9 days ago
Optimal Threshold Control by the Robots of Web Search Engines with Obsolescence of Documents
A typical web search engine consists of three principal parts: crawling engine, indexing engine, and searching engine. The present work aims to optimize the performance of the cra...
Konstantin Avrachenkov, Alexander N. Dudin, Valent...
CDC
2008
IEEE
114views Control Systems» more  CDC 2008»
15 years 11 months ago
A repetitive process approach to the control of self-servowriting in disk drives
Abstract— This paper considers the control problem for selfservowriting in disk drives where information propagation occurs in two independent directions, i.e. time and track num...
Krzysztof Galkowski, Wojciech Paszke, Eric Rogers
148
Voted
NIPS
2003
15 years 6 months ago
Gaussian Processes in Reinforcement Learning
We exploit some useful properties of Gaussian process (GP) regression models for reinforcement learning in continuous state spaces and discrete time. We demonstrate how the GP mod...
Carl Edward Rasmussen, Malte Kuss