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CSDA
2011
15 years 1 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
JMLR
2012
13 years 9 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
ICRA
2002
IEEE
108views Robotics» more  ICRA 2002»
15 years 11 months ago
Towards Sensor Based Coverage with Robot Teams
We introduce a new algorithm to cover an unknown space with a homogeneous team of circular mobile robots. Our approach is based on a single robot coverage algorithm, a boustrophed...
DeWitt Latimer IV, Siddhartha S. Srinivasa, Vincen...
LREC
2008
131views Education» more  LREC 2008»
15 years 8 months ago
Chinese Term Extraction Based on Delimiters
Existing techniques extract term candidates by looking for internal and contextual information associated with domain specific terms. The algorithms always face the dilemma that f...
Yuhang Yang, Qin Lu, Tiejun Zhao
LREC
2010
136views Education» more  LREC 2010»
15 years 8 months ago
Base Concepts in the African Languages Compared to Upper Ontologies and the WordNet Top Ontology
Ontologies, and in particular upper ontologies, are foundational to the establishment of the Semantic Web. Upper ontologies are used as equivalence formalisms between domain speci...
Winston Anderson, Laurette Pretorius, Albert E. Ko...