523 search results - page 45 / 105 » Hierarchical Mixture Models for Nested Data Structures |
138
click to vote
ASM
2000
ASM
15 years 7 months ago
2000
ASM
We define the dynamic semantics of UML State Machines which integrate statecharts with the UML object model. The use of ASMs allows us (a) to rigorously model the event driven run...
145
click to vote
CORR
2010
Springer
15 years 2 months ago
2010
Springer
This paper proposes a nonparametric Bayesian method for exploratory data analysis and feature construction in continuous time series. Our method focuses on understanding shared fe...
126
Voted
SSD
2007
Springer
15 years 9 months ago
2007
Springer
In many modern applications such as biometric identification systems, sensor networks, medical imaging, geology, and multimedia databases, the data objects are not described exact...
130
Voted
WABI
2007
Springer
15 years 9 months ago
2007
Springer
The within-species genetic variation due to recombinations leads to a mosaic-like structure of DNA. This structure can be modeled, e.g. by parsing sample sequences of current DNA w...
128
Voted
ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarch...