Volodymyr Turchenko

33 papers B 1C 2Misc 3Journal 9Unranked 18

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