Kernel density estimates in particle filter
Coufal, David
2014 - English Keywords: particle filters; kernel methods; Fourier analysis Available in a digital repository NRGL Kernel density estimates in particle filter

Coufal, David
Ústav informatiky, 2014

UFO 2014. Interactive System for Universal Functional Optimization
Lukšan, Ladislav; Tůma, Miroslav; Matonoha, Ctirad; Vlček, Jan; Ramešová, Nina; Šiška, M.; Hartman, J.
2014 - English Keywords: numerical optimization; nonlinear programming; nonlinear approximation; algorithms; software systems Available in a digital repository NRGL UFO 2014. Interactive System for Universal Functional Optimization

Lukšan, Ladislav; Tůma, Miroslav; Matonoha, Ctirad; Vlček, Jan; Ramešová, Nina; Šiška, M.; Hartman, J.
Ústav informatiky, 2014

A Class of Explicitly Solvable Absolute Value Equations
Rohn, Jiří
2014 - English Keywords: absolute value equation; solution; explicit form Available in a digital repository NRGL A Class of Explicitly Solvable Absolute Value Equations

Rohn, Jiří
Ústav informatiky, 2014

Explicit Form of Matrices Qz for an Interval Matrix with Unit Midpoint
Rohn, Jiří
2014 - English Keywords: interval matrix; Qz matrix; unit midpoint; explicit formula Available in a digital repository NRGL Explicit Form of Matrices Qz for an Interval Matrix with Unit Midpoint

Rohn, Jiří
Ústav informatiky, 2014

A Hybrid Method for Solving Absolute Value Equations
Rohn, Jiří
2014 - English Keywords: absolute value equation; iterative method; hybrid method Available in a digital repository NRGL A Hybrid Method for Solving Absolute Value Equations

Rohn, Jiří
Ústav informatiky, 2014

Inherent Logic and Complexity
Žák, Stanislav
2014 - English Keywords: branching programs; complexity; logic Available in a digital repository NRGL Inherent Logic and Complexity

Žák, Stanislav
Ústav informatiky, 2014

Description of Continuous Distributions and Data Samples by Means of Score Functions of Distribution
Fabián, Zdeněk
2014 - English Keywords: score function; score mean; score variance; generalized Fisher information; data characteristics Available on request at various institutes of the ASCR Description of Continuous Distributions and Data Samples by Means of Score Functions of Distribution

Fabián, Zdeněk
Ústav informatiky, 2014

A modified limited-memory BNS method for unconstrained minimization based on the conjugate directions idea
Vlček, Jan; Lukšan, Ladislav
2014 - English Keywords: unconstrained minimization; variable metric methods; limited-memory methods; the BFGS update; conjugate directions; numerical results Available in a digital repository NRGL A modified limited-memory BNS method for unconstrained minimization based on the conjugate directions idea

Vlček, Jan; Lukšan, Ladislav
Ústav informatiky, 2014

Influence of Metric on Classification Error of Distance-Based Classifiers
Jiřina, Marcel
2014 - English Five types of classifiers that use sample distances for class estimation of an unknown sample was tested. Each classifier was tested with fifteen different metrics on 24 classification tasks from the UCI Machine Learning Repository. The metrics were compared and the best of them was found for each classifier. Surprisingly, the best metrics for all five types of classifiers is the Hassanat metrics. Classifiers were also compared and ranked according to their classification ability. Wilcoxon Test and Friedman Aligned test were used for statistical evaluation. Keywords: multidimensional data; classifier; distance; metrics; Hassanat metrics; k-NN; IINC Available in a digital repository NRGL Influence of Metric on Classification Error of Distance-Based Classifiers

Five types of classifiers that use sample distances for class estimation of an unknown sample was tested. Each classifier was tested with fifteen different metrics on 24 classification tasks from the ...

Jiřina, Marcel
Ústav informatiky, 2014

IINC classifier for MS Excel. The principle, method and Program
Jiřina, Marcel
2014 - English Keywords: multivariate data; classification; Excel; Hassanat’s metric Available in a digital repository NRGL IINC classifier for MS Excel. The principle, method and Program

Jiřina, Marcel
Ústav informatiky, 2014