Volodymyr Turchenko

Publication Activity (10 Years)

Years Active: 2000-2019
Publications (10 Years): 4

Top Topics

Restricted Boltzmann Machine

Top Venues

Publications

Volodymyr Turchenko, Eric Chalmers, Artur Luczak
A Deep Convolutional Auto-encoder with Pooling - Unpooling Layers in Caffe. Int. J. Comput. 18 (2019)
Sergei V. Bezobrazov, Andrei Sheleh, Sergei Kislyuk, Vladimir A. Golovko, Anatoliy Sachenko, Myroslav Komar, Vitaliy Dorosh, Volodymyr Turchenko
Artificial Intelligence for Sport Activitity Recognition. IDAACS (2019)
Volodymyr Turchenko, Eric Chalmers, Artur Luczak
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe. CoRR (2017)
Volodymyr Turchenko, Artur Luczak
Creation of a deep convolutional auto-encoder in Caffe. IDAACS (2017)
Volodymyr Turchenko, Artur Luczak
Creation of a Deep Convolutional Auto-Encoder in Caffe. CoRR (2015)
Vladimir A. Golovko, Aliaksandr Kroshchanka, Volodymyr Turchenko, Stanislaw Jankowski, Douglas Treadwell
A new technique for restricted Boltzmann machine learning. IDAACS (2015)
Volodymyr Turchenko
Parallel Batch Pattern Training Algorithm for MLP with Two Hidden Layers on Many-Core System. DCAI (2014)
Volodymyr Turchenko, Vladimir A. Golovko
Parallel batch pattern training algorithm for deep neural network. HPCS (2014)
Volodymyr Turchenko, George Bosilca, Aurélien Bouteiller, Jack J. Dongarra
Efficient parallelization of batch pattern training algorithm on many-core and cluster architectures. IDAACS (2013)
Volodymyr Turchenko, Vladyslav Shults, Iryna Turchenko, Richard M. Wallace, Mehdi Sheikhalishahi, José Luis Vázquez-Poletti, Lucio Grandinetti
Spot Price Prediction for Cloud Computingusing Neural Networks. Int. J. Comput. 12 (4) (2013)
Richard M. Wallace, Volodymyr Turchenko, Mehdi Sheikhalishahi, Iryna V. Turchenko, Vladyslav Shults, José Luis Vázquez-Poletti, Lucio Grandinetti
Applications of neural-based spot market prediction for cloud computing. IDAACS (2013)
Volodymyr Turchenko, Lucio Grandinetti, Anatoly Sachenko
Parallel batch pattern training of neural networks on computational clusters. HPCS (2012)
Volodymyr Turchenko, Vladimir A. Golovko, Anatoly Sachenko
Parallel Batch Pattern Training of Recirculation Neural Network. ICINCO (1) (2012)
Volodymyr Turchenko, Patrizia Beraldi, Francesco De Simone, Lucio Grandinetti
Short-term stock price prediction using MLP in moving simulation mode. IDAACS (2) (2011)
Volodymyr Turchenko, Taras Puhol, Anatoly Sachenko, Lucio Grandinetti
Cluster-based implementation of resource brokering strategy for parallel training of neural networks. IDAACS (1) (2011)
Volodymyr Turchenko, Lucio Grandinetti
Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm. ICANN (3) (2010)
Volodymyr Turchenko, Lucio Grandinetti
Scalability of Enhanced Parallel Batch Pattern BP Training Algorithm on General-Purpose Supercomputers. DCAI (2010)
Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko
Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network. ICANN (1) (2010)
Volodymyr Turchenko, Lucio Grandinetti, George Bosilca, Jack J. Dongarra
Improvement of parallelization efficiency of batch pattern BP training algorithm using Open MPI. ICCS (1) (2010)
Volodymyr Turchenko, Lucio Grandinetti
Strategy of resource brokering for efficient parallelization of MLP training. HPCS (2010)
Volodymyr Turchenko, Lucio Grandinetti
Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer. IWANN (2) (2009)
George Markowsky, Anatoly Sachenko, Serhiy Voznyak, Viktor Spilchuk, Roman Romanyak, Volodymyr Turchenko, Ihor Romanets
The Ternopil Educational Communication Center: a NATO Project to Integrate Regional Information Technology Resources. Int. J. Comput. 7 (1) (2008)
A. Palagin, N. Alishov, George Markowsky, Anatoly Sachenko, Volodymyr Turchenko
Security Tools for GRID- Systems. Security and Management (2007)
Volodymyr Turchenko, Viktor Demchuk, Anatoly Sachenko
Simulation Modeling of Interplanetary shocks arrival Time Prediction on Historical Data Set. Int. J. Comput. 5 (3) (2006)
Volodymyr Turchenko, Viktor Demchuk
Efficiency Analysis of Parallel Routine using Processor Time Visualization. Int. J. Comput. 4 (1) (2005)
Volodymyr Turchenko
Computational Grid vs. Parallel Computer for Coarse-Grain Parallelization of Neural Networks Training. OTM Workshops (2005)
Volodymyr Turchenko, Chefi Triki, Lucio Grandinetti, Anatoly Sachenko
Efficiency estimation of Parallel Algorithm of Enhanced Historical Data Integration on Computational Grid. Int. J. Comput. 4 (3) (2005)
Iryna V. Turchenko, Volodymyr Turchenko, Volodymyr Kochan, Pavlo Bykovyy, Anatoly Sachenko, George Markowsky
Database design for CAD system optimising distributed sensor networks for perimeter security. IASTED Conf. on Software Engineering and Applications (2004)
Vasyl Koval, Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko, George Markowsky
Smart License plate Recognition System based on Image Processing using Neural Network. Int. J. Comput. 2 (2) (2003)
Vasyl Koval, Volodymyr Turchenko, Anatoly Sachenko, José Antonio Becerra, Richard J. Duro, Vladimir A. Golovko
Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot. IEA/AIE (2003)
Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko
Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks. ICANN (2001)
Anatoly Sachenko, Volodymyr Kochan, Volodymyr Turchenko, Vladimir A. Golovko, Yury Savitsky, A. Dunets, Theodore Laopoulos
Sensor Errors Prediction Using Neural Networks. IJCNN (4) (2000)