RTU Research Outputs and Resources: Reasearch Staff

Information about Author

Name, Surname:

Andrejs Bondarenko

Department:

(33700) Lietišķo datorsistēmu institūts

Scientific Degree:

Doktors

E-mail:

Andrejs.Bondarenko(at)rtu.lv

ORCID: orcid-logo

0000-0002-4103-6814

Publications

24 items found, displaying 11 to 20.

Classification Tree Extraction from Trained Artificial Neural Networks
(2016)

Andrejs Bondarenko, Ludmila Aleksejeva, Vilens Jumutcs, Arkādijs Borisovs
Scientific article indexed in SCOPUS or WOS database

Neurons vs Weights Pruning in Artificial Neural Networks
(2015)

Andrejs Bondarenko, Arkādijs Borisovs, Ludmila Aleksejeva
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Artificial Neural Network Generalization and Simplification via Pruning
(2014)

Andrejs Bondarenko, Arkādijs Borisovs
Publications in RTU scientific journal

Radial Basis Function Neural Network on Julia
(2014)

Andrejs Bondarenko, Arkādijs Borisovs
Internet publication

Artificial Neural Networks Generalization and Simplification via Pruning
(2014)

Andrejs Bondarenko, Arkādijs Borisovs
Publication (reviewed) in journals with editorial board published in Latvia or abroad, including institutional juornals

Elliptical Rule Extraction from a Trained Radial Basis Function Neural Network
(2013)

Andrejs Bondarenko, Arkādijs Borisovs
Full-text conference paper published in other conference proceedings

Research on the Classification Ability of Deep Belief Networks on Small and Medium Datasets
(2013)

Andrejs Bondarenko
Publications in RTU scientific journal

The Extraction of Elliptical Rules from the Trained Radial Basis Function Neural Network
(2012)

Andrejs Bondarenko, Arkādijs Borisovs
Publications in RTU scientific journal

Knowledge Extraction from Piecewise-Linear Approximation of Multi-Surface Classifier
(2012)

Andrejs Bondarenko, Arkādijs Borisovs
Conference paper

Piece-Wise Classifier Application to RBF Neural Network Rules Extraction
(2011)

Andrejs Bondarenko, Tatjana Zmanovska, Arkādijs Borisovs
Full-text conference paper published in other conference proceedings

Projects

3 items found, displaying 1 to 3.

Ādas vēža agrīnas diagnostikas precizitātes uzlabošana ar neironu tīkliem (34-12216-Z18/2-0052)
Informācijas tehnoloģijas

Dmitrijs Bļizņuks

Ātrā mikroorganismu aktivitātes noteikšana ar optisko bez-kontakta metodi (34-12216-Z18/2-0051)
Informācijas tehnoloģijas

Dmitrijs Bļizņuks

Ātra un rentabla, uz mašīnmācīšanos balstīta sistēma mikroorganismu augšanas analīzei
Citi

Dmitrijs Bļizņuks

Information about Author

Publications

Classification Tree Extraction from Trained Artificial Neural Networks (2016)

Neurons vs Weights Pruning in Artificial Neural Networks (2015)

Artificial Neural Network Generalization and Simplification via Pruning (2014)

Radial Basis Function Neural Network on Julia (2014)

Artificial Neural Networks Generalization and Simplification via Pruning (2014)

Elliptical Rule Extraction from a Trained Radial Basis Function Neural Network (2013)

Research on the Classification Ability of Deep Belief Networks on Small and Medium Datasets (2013)

The Extraction of Elliptical Rules from the Trained Radial Basis Function Neural Network (2012)

Knowledge Extraction from Piecewise-Linear Approximation of Multi-Surface Classifier (2012)

Piece-Wise Classifier Application to RBF Neural Network Rules Extraction (2011)

Projects

Ādas vēža agrīnas diagnostikas precizitātes uzlabošana ar neironu tīkliem (34-12216-Z18/2-0052) Informācijas tehnoloģijas

Ātrā mikroorganismu aktivitātes noteikšana ar optisko bez-kontakta metodi (34-12216-Z18/2-0051) Informācijas tehnoloģijas

Ātra un rentabla, uz mašīnmācīšanos balstīta sistēma mikroorganismu augšanas analīzei Citi

Classification Tree Extraction from Trained Artificial Neural Networks
(2016)

Neurons vs Weights Pruning in Artificial Neural Networks
(2015)

Artificial Neural Network Generalization and Simplification via Pruning
(2014)

Radial Basis Function Neural Network on Julia
(2014)

Artificial Neural Networks Generalization and Simplification via Pruning
(2014)

Elliptical Rule Extraction from a Trained Radial Basis Function Neural Network
(2013)

Research on the Classification Ability of Deep Belief Networks on Small and Medium Datasets
(2013)

The Extraction of Elliptical Rules from the Trained Radial Basis Function Neural Network
(2012)

Knowledge Extraction from Piecewise-Linear Approximation of Multi-Surface Classifier
(2012)

Piece-Wise Classifier Application to RBF Neural Network Rules Extraction
(2011)

Ādas vēža agrīnas diagnostikas precizitātes uzlabošana ar neironu tīkliem (34-12216-Z18/2-0052)
Informācijas tehnoloģijas

Ātrā mikroorganismu aktivitātes noteikšana ar optisko bez-kontakta metodi (34-12216-Z18/2-0051)
Informācijas tehnoloģijas

Ātra un rentabla, uz mašīnmācīšanos balstīta sistēma mikroorganismu augšanas analīzei
Citi