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CSDA
2011
15 years 2 months ago
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach
This paper proposes a new method of interval estimation for the long run response (or elasticity) parameter from a general linear dynamic model. We employ the biascorrected bootst...
Jae H. Kim, Iain Fraser, Rob J. Hyndman
136
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IWC
2011
111views more  IWC 2011»
15 years 2 months ago
Socio-technical systems: From design methods to systems engineering
The importance of adopting a socio-technical approach to system development is recognised by many but not widely practised. We analyse the reasons for this, considering the histor...
Gordon D. Baxter, Ian Sommerville
184
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JAIR
2011
144views more  JAIR 2011»
15 years 2 months ago
Non-Deterministic Policies in Markovian Decision Processes
Markovian processes have long been used to model stochastic environments. Reinforcement learning has emerged as a framework to solve sequential planning and decision-making proble...
Mahdi Milani Fard, Joelle Pineau
179
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JDA
2011
90views more  JDA 2011»
15 years 2 months ago
Pattern matching in pseudo real-time
It has recently been shown how to construct online, non-amortised approximate pattern matching algorithms for a class of problems whose distance functions can be classified as be...
Raphaël Clifford, Benjamin Sach
PVLDB
2011
15 years 2 months ago
Column-Oriented Storage Techniques for MapReduce
Users of MapReduce often run into performance problems when they scale up their workloads. Many of the problems they encounter can be overcome by applying techniques learned from ...
Avrilia Floratou, Jignesh M. Patel, Eugene J. Shek...