Comments on linear feature extraction
Linear transformation for random-data vector z reduction to smaller dimension vector
Engineering topics
Publications and source records attributed to Lainiotis, D. G..
Linear transformation for random-data vector z reduction to smaller dimension vector
Linear transformation method for random data vector reduction by matrix algebra
Weighting coefficients calculations by recursive algorithm for designing optimal discrete adaptive Kalman filter
Adaptive optimal estimation of sampled stochastic process with finite state unknown parameters, using separation technique
Parameter sensitivity analysis of discrete suboptimal filters from optimal rmse estimate of actual system performance measure
Iterative method for reducing filters required for optimal Kalman filter design maintaining parameter estimation accuracy
State variable techniques applied to optimal continuous linear feature extraction for binary Gaussian pattern recognition or detection problem
Digital filters for detecting random signals in random noise
Nonlinear adaptive recursive algorithm for estimating unknown probability density given sequence of independent samples, deriving adaptive estimators of population moments
Nonlinear adaptive and recursive algorithm to estimate unknown probability density from independent sample sequence
Double stochastic approximation algorithm for minimizing mean square error in finite expansion of unknown probability distribution functions
Optimal estimation of sampled stochastic process with finite state unknown parameters
Optimal adaptive filter for sampled stochastic processes with unknown parameter