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» Data Modelling in Complex Application Domains
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146
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ICASSP
2011
IEEE
14 years 7 months ago
Sensing-aware classification with high-dimensional data
In many applications decisions must be made about the state of an object based on indirect noisy observation of highdimensional data. An example is the determination of the presen...
Burkay Orten, Prakash Ishwar, W. Clem Karl, Venkat...
175
Voted
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 1 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
SIGMOD
2005
ACM
156views Database» more  SIGMOD 2005»
16 years 3 months ago
Model-driven design of service-enabled web applications
Significant efforts are currently invested in application integration to enable the interaction and composition of business processes of different companies, yielding complex, mul...
Marco Brambilla, Stefano Ceri, Piero Fraternali, R...
WIIW
2001
122views more  WIIW 2001»
15 years 5 months ago
A Framework for Molecular Biology Data Integration
: Molecular biology data are placed in different databases, repositories and flat files, usually distributed over the web. Distinct data models with schemas that are often changing...
Sérgio Lifschitz, Luiz Fernando Bessa Seibe...
HICSS
2002
IEEE
119views Biometrics» more  HICSS 2002»
15 years 8 months ago
Task-Structure Analysis: A Modularized Approach for Modeling Knowledge Intensive Processes
Modular design methodologies, which decompose large and complex systems into components that are relatively easy to develop and maintain, have been widely adopted in the software ...
Roman M. Wong, Siddhartha Bhattacharyya