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» A Computational Journey into Nonlinearity
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SIGMOD
2004
ACM
120views Database» more  SIGMOD 2004»
16 years 6 months ago
Prediction and Indexing of Moving Objects with Unknown Motion Patterns
Existing methods for prediction in spatio-temporal databases assume that objects move according to linear functions. This severely limits their applicability, since in practice mo...
Yufei Tao, Christos Faloutsos, Dimitris Papadias, ...
ICCAD
2004
IEEE
145views Hardware» more  ICCAD 2004»
16 years 3 months ago
Asymptotic probability extraction for non-normal distributions of circuit performance
While process variations are becoming more significant with each new IC technology generation, they are often modeled via linear regression models so that the resulting performanc...
Xin Li, Jiayong Le, Padmini Gopalakrishnan, Lawren...
IAT
2007
IEEE
16 years 27 days ago
A Multi-Phase Protocol for Negotiation with Interdependent Issues
— Multi-issue negotiations are a central component of many important coordination challenges. Almost all previous work in this area has assumed that negotiation issues are indepe...
Hiromitsu Hattori, Mark Klein, Takayuki Ito
IJCNN
2007
IEEE
16 years 26 days ago
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
Manish Saggar, Tekin Meriçli, Sari Andoni, ...
GECCO
2007
Springer
300views Optimization» more  GECCO 2007»
16 years 22 days ago
A NSGA-II, web-enabled, parallel optimization framework for NLP and MINLP
Engineering design increasingly uses computer simulation models coupled with optimization algorithms to find the best design that meets the customer constraints within a time con...
David J. Powell, Joel K. Hollingsworth