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» Sensor Errors Prediction Using Neural Networks
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BMCBI
2008
136views more  BMCBI 2008»
15 years 2 months ago
A comparison of machine learning algorithms for chemical toxicity classification using a simulated multi-scale data model
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
Richard Judson, Fathi Elloumi, R. Woodrow Setzer, ...
131
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IWANN
2005
Springer
15 years 8 months ago
Load Forecasting Using Fixed-Size Least Squares Support Vector Machines
Based on the Nystr¨om approximation and the primal-dual formulation of Least Squares Support Vector Machines (LS-SVM), it becomes possible to apply a nonlinear model to a large sc...
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moo...
113
Voted
ICC
2007
IEEE
190views Communications» more  ICC 2007»
15 years 9 months ago
Minimum Energy Data Gathering in Correlated Sensor Networks with Cooperative Transmission
— We consider combination of Distributed Source Coding (DSC) and cooperative transmission techniques to improve energy efficiency in sensor networks. To start with we formulate ...
Laxminarayana S. Pillutla, Vikram Krishnamurthy
FMICS
2010
Springer
15 years 2 months ago
Correctness of Sensor Network Applications by Software Bounded Model Checking
We investigate the application of the software bounded model checking tool CBMC to the domain of wireless sensor networks (WSNs). We automatically generate a software behavior mode...
Frank Werner, David Faragó
113
Voted
SUTC
2010
IEEE
15 years 1 months ago
Battery Level Estimation of Mobile Agents under Communication Constraints
We consider a team of mobile agents where a leader has to monitor battery levels of all other agents. Only the leader is capable to transmit information to other agents. Every now...
Jonghoek Kim, Fumin Zhang, Magnus Egerstedt