Volodymyr Turchenko

According to our database, Volodymyr Turchenko authored at least 30 papers between 2000 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

A Deep Convolutional Auto-encoder with Pooling - Unpooling Layers in Caffe.

Volodymyr Turchenko, Eric Chalmers, Artur Luczak

Int. J. Comput., 2019

Artificial Intelligence for Sport Activitity Recognition.

Sergei V. Bezobrazov, Andrei Sheleh, Sergei Kislyuk, Vladimir A. Golovko, Anatoliy Sachenko, Myroslav Komar, Vitaliy Dorosh, Volodymyr Turchenko

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

2017

Creation of a deep convolutional auto-encoder in Caffe.

Volodymyr Turchenko, Artur Luczak

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2015

A new technique for restricted Boltzmann machine learning.

Vladimir A. Golovko, Aliaksandr Kroshchanka, Volodymyr Turchenko, Stanislaw Jankowski, Douglas Treadwell

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2014

Parallel batch pattern training algorithm for deep neural network.

Volodymyr Turchenko, Vladimir A. Golovko

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Parallel Batch Pattern Training Algorithm for MLP with Two Hidden Layers on Many-Core System.

Volodymyr Turchenko

Proceedings of the Distributed Computing and Artificial Intelligence, 2014

2013

Spot Price Prediction for Cloud Computingusing Neural Networks.

Volodymyr Turchenko, Vladyslav Shults, Iryna Turchenko, Richard M. Wallace, Mehdi Sheikhalishahi, José Luis Vázquez-Poletti, Lucio Grandinetti

Int. J. Comput., 2013

Applications of neural-based spot market prediction for cloud computing.

Richard M. Wallace, Volodymyr Turchenko, Mehdi Sheikhalishahi, Iryna V. Turchenko, Vladyslav Shults, José Luis Vázquez-Poletti, Lucio Grandinetti

Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013

Efficient parallelization of batch pattern training algorithm on many-core and cluster architectures.

Volodymyr Turchenko, George Bosilca, Aurélien Bouteiller, Jack J. Dongarra

Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013

2012

Parallel batch pattern training of neural networks on computational clusters.

Volodymyr Turchenko, Lucio Grandinetti, Anatoly Sachenko

Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Parallel Batch Pattern Training of Recirculation Neural Network.

Volodymyr Turchenko, Vladimir A. Golovko, Anatoly Sachenko

Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

2011

Cluster-based implementation of resource brokering strategy for parallel training of neural networks.

Volodymyr Turchenko, Taras Puhol, Anatoly Sachenko, Lucio Grandinetti

Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

Short-term stock price prediction using MLP in moving simulation mode.

Volodymyr Turchenko, Patrizia Beraldi, Francesco De Simone, Lucio Grandinetti

Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

2010

Improvement of parallelization efficiency of batch pattern BP training algorithm using Open MPI.

Volodymyr Turchenko, Lucio Grandinetti, George Bosilca, Jack J. Dongarra

Proceedings of the International Conference on Computational Science, 2010

Strategy of resource brokering for efficient parallelization of MLP training.

Volodymyr Turchenko, Lucio Grandinetti

Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm.

Volodymyr Turchenko, Lucio Grandinetti

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network.

Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Scalability of Enhanced Parallel Batch Pattern BP Training Algorithm on General-Purpose Supercomputers.

Volodymyr Turchenko, Lucio Grandinetti

Proceedings of the Distributed Computing and Artificial Intelligence, 2010

2009

Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer.

Volodymyr Turchenko, Lucio Grandinetti

Proceedings of the Distributed Computing, 2009

2008

The Ternopil Educational Communication Center: a NATO Project to Integrate Regional Information Technology Resources.

George Markowsky, Anatoly Sachenko, Serhiy Voznyak, Viktor Spilchuk, Roman Romanyak, Volodymyr Turchenko, Ihor Romanets

Int. J. Comput., 2008

2007

Security Tools for GRID- Systems.

A. Palagin, N. Alishov, George Markowsky, Anatoly Sachenko, Volodymyr Turchenko

Proceedings of the 2007 International Conference on Security & Management, 2007

2006

Simulation Modeling of Interplanetary shocks arrival Time Prediction on Historical Data Set.

Volodymyr Turchenko, Viktor Demchuk, Anatoly Sachenko

Int. J. Comput., 2006

2005

Efficiency estimation of Parallel Algorithm of Enhanced Historical Data Integration on Computational Grid.

Volodymyr Turchenko, Chefi Triki, Lucio Grandinetti, Anatoly Sachenko

Int. J. Comput., 2005

Efficiency Analysis of Parallel Routine using Processor Time Visualization.

Volodymyr Turchenko, Viktor Demchuk

Int. J. Comput., 2005

Computational Grid vs. Parallel Computer for Coarse-Grain Parallelization of Neural Networks Training.

Volodymyr Turchenko

Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

2004

Database design for CAD system optimising distributed sensor networks for perimeter security.

Iryna V. Turchenko, Volodymyr Turchenko, Volodymyr Kochan, Pavlo Bykovyy, Anatoly Sachenko, George Markowsky

Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

2003

Smart License plate Recognition System based on Image Processing using Neural Network.

Vasyl Koval, Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko, George Markowsky

Int. J. Comput., 2003

Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot.

Vasyl Koval, Volodymyr Turchenko, Anatoly Sachenko, José Antonio Becerra, Richard J. Duro, Vladimir A. Golovko

Proceedings of the Developments in Applied Artificial Intelligence, 2003

2001

Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks.

Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko

Proceedings of the Artificial Neural Networks, 2001

2000

Sensor Errors Prediction Using Neural Networks.

Anatoly Sachenko, Volodymyr Kochan, Volodymyr Turchenko, Vladimir A. Golovko, Yury Savitsky, A. Dunets, Theodore Laopoulos

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000