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System Representation by a Set of Low Dimensional Models
Paper presents basic resutls of problems "System representation by a set of low dimensional models"...
BC - Teorie a systémy řízení
- 2005 •
- A
Rok uplatnění
A - Audiovizuální tvorba
Global sensitivity analysis of the XUV-ABLATOR code
analysis using high dimensional model representation in combination with quasi-randomAvailability of numerical model providing reliable estimation of the parameters research as well as for practical purpo...
BL - Fyzika plasmatu a výboje v plynech
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Can N-dimensional Convolutional Neural Networks Distinguish Men And Women Better Than Humans Do?
A growing availability of high-dimensional object data, e.g., from medicine neural networks. The introduced model of N-dimensional convolutional neural networks (ND-CNN) enhanced with an enforced internal knowledge...
BD - Teorie informace
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Vector representation of context networks of latent topics
. The extracted vectors serve as inputs for data mining models. Large vocabularies of natural languagesimply a high dimensionality of input vectors; hence a substantial dimensionality reduction has to be made. We p...
IN - Informatika
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Mappings between High-Dimensional Representations in Connectionistic Systems
Approximations of high-dimensional mappings by neural network is investigated in the context of nonlinear approximation theory. It is shown that the "curse of dimensionality" can be avoided when certain norms of mappings ar...
BA - Obecná matematika
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Approximate Dynamic Programming Based on High Dimensional Model Representation
This article introduces an algorithm for implicit High Dimensional Model Representation (HDMR) of the Bellman equation. This approximation technique reduces memory demands of the algorithm considerably. Moreover, w...
BC - Teorie a systémy řízení
- 2013 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Multi-dimensional Data Model of Textual Information
The key to understanding the meaning is in the proper representation of the textual information. The tree like representation of a text is not very convenient is to propose a multidimensional model of textual data that woul...
IN - Informatika
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Compact Representation of Value Function in Partially Observable Stochastic Games
technique that addresses this curse of dimensionality by projecting the high-dimensionalValue methods for solving stochastic games with partial observability model probabilities). Our main contributions are (1) a ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Development of geometric competences by means of the building set.
The contribution concerns the problem of representations of three-dimensional objects and the importance of modelling in the teaching of solid geometry. It deals with the use of a building set for the development of geometr...
AM - Pedagogika a školství
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Heighest Weight Representation for Sklyanin Alegebra sl(3)(u) with Application to the Gaudin Model
We study the infinite dimensional Sklyanin algebra sl(3)(u). Specifically we construct the heighst weight representation for this algebra in the explicit form. Its application to the Gaudin model is mentioned......
BE - Teoretická fyzika
- 2011 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
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