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» Reasoning from Data Rather than Theory
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DMSN
2008
ACM
15 years 8 months ago
Stream-based macro-programming of wireless sensor, actuator network applications with SOSNA
Wireless sensor, actuator networks (WSANs) distinguish themselves from wireless sensor networks by the need to coordinate actuators' actions, real-time constraints on communi...
Marcin Karpinski, Vinny Cahill
IJCAI
2007
15 years 7 months ago
Change of Representation for Statistical Relational Learning
Statistical relational learning (SRL) algorithms learn statistical models from relational data, such as that stored in a relational database. We previously introduced view learnin...
Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S...
ECIS
2004
15 years 7 months ago
Strategic intent and e-business in SMEs: enablers and inhibitors
Small firms' use of e-business is limited and little is known about what drives small businesses (SMEs) to embrace e-business. It first discusses different growth strategies ...
Margi Levy, Philip Powell, Les Worrall
FLAIRS
2004
15 years 7 months ago
A Faster Algorithm for Generalized Multiple-Instance Learning
In our prior work, we introduced a generalization of the multiple-instance learning (MIL) model in which a bag's label is not based on a single instance's proximity to a...
Qingping Tao, Stephen D. Scott
NIPS
2004
15 years 7 months ago
Dynamic Bayesian Networks for Brain-Computer Interfaces
We describe an approach to building brain-computer interfaces (BCI) based on graphical models for probabilistic inference and learning. We show how a dynamic Bayesian network (DBN...
Pradeep Shenoy, Rajesh P. N. Rao