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177
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JAISE
2010
182views Algorithms» more  JAISE 2010»
14 years 10 months ago
Exploring semantics in activity recognition using context lattices
Studying human activities has significant implication in human beneficial applications such as personal healthcare. This research has been facilitated by the development of sensor ...
Juan Ye, Simon Dobson
JAISE
2010
169views Algorithms» more  JAISE 2010»
14 years 10 months ago
Responsive environments: User experiences for ambient intelligence
In this paper we review the emerging field of responsive environments as an ambient intelligence system with a focus on user experience. We see responsive environments as a combina...
Jorge Alves Lino, Benjamin Salem, Matthias Rauterb...
191
Voted
JMLR
2010
184views more  JMLR 2010»
14 years 10 months ago
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures
In this paper, we develop a novel online algorithm based on the Sequential Monte Carlo (SMC) samplers framework for posterior inference in Dirichlet Process Mixtures (DPM) (DelMor...
Yener Ülker, Bilge Günsel, Ali Taylan Ce...
158
Voted
SADM
2010
173views more  SADM 2010»
14 years 10 months ago
Data reduction in classification: A simulated annealing based projection method
This paper is concerned with classifying high dimensional data into one of two categories. In various settings, such as when dealing with fMRI and microarray data, the number of v...
Tian Siva Tian, Rand R. Wilcox, Gareth M. James
118
Voted
RECOMB
2002
Springer
16 years 3 months ago
Monotony of surprise and large-scale quest for unusual words
The problem of characterizing and detecting recurrent sequence patterns such as substrings or motifs and related associations or rules is variously pursued in order to compress da...
Alberto Apostolico, Mary Ellen Bock, Stefano Lonar...