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INFORMATICALT
2008
135views more  INFORMATICALT 2008»
13 years 5 months ago
Neural Network with Matrix Inputs
In this paper we propose and analyze a multilayer perceptron-like model with matrix inputs. We applied the proposed model to the financial time series prediction problem, compared ...
Povilas Daniusis, Pranas Vaitkus
WSC
2001
13 years 7 months ago
Accounting for input model and parameter uncertainty in simulation
Taking into account input-model, input-parameter, and stochastic uncertainties inherent in many simulations, our Bayesian approach to input modeling yields valid point and confide...
Faker Zouaoui, James R. Wilson
IDA
1999
Springer
13 years 10 months ago
Reasoning about Input-Output Modeling of Dynamical Systems
The goal of input-output modeling is to apply a test input to a system, analyze the results, and learn something useful from the causeeffect pair. Any automated modeling tool that...
Matthew Easley, Elizabeth Bradley
GRAPHICSINTERFACE
2003
13 years 7 months ago
Input-based Language Modelling in the Design of High Performance Text Input Techniques
We present a critique of language-based modelling for text input research, and propose an alternative inputbased approach. Current language-based statistical models are derived fr...
R. William Soukoreff, I. Scott MacKenzie
ISSRE
2006
IEEE
13 years 11 months ago
A Systematic Approach to Generate Inputs to Test UML Design Models
Practical model validation techniques are needed for model driven development (MDD) techniques to succeed. This paper presents an approach to generating inputs to test UML design ...
Trung T. Dinh-Trong, Sudipto Ghosh, Robert B. Fran...