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ORCIDVolodymyr Turchenko
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2010 – 2019
- 2019
[j7]Volodymyr Turchenko
, Eric Chalmers, Artur Luczak:
A Deep Convolutional Auto-encoder with Pooling - Unpooling Layers in Caffe. Int. J. Comput. 18: 8-31 (2019)- [c23]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: 628-632 - 2017
- [c22]Volodymyr Turchenko, Artur Luczak:
Creation of a deep convolutional auto-encoder in Caffe. IDAACS 2017: 651-659 - [i2]Volodymyr Turchenko, Eric Chalmers, Artur Luczak:
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe. CoRR abs/1701.04949 (2017) - 2015
- [c21]Vladimir A. Golovko, Aliaksandr Kroshchanka, Volodymyr Turchenko, Stanislaw Jankowski, Douglas Treadwell:
A new technique for restricted Boltzmann machine learning. IDAACS 2015: 182-186 - [i1]Volodymyr Turchenko, Artur Luczak:
Creation of a Deep Convolutional Auto-Encoder in Caffe. CoRR abs/1512.01596 (2015) - 2014
- [c20]Volodymyr Turchenko:
Parallel Batch Pattern Training Algorithm for MLP with Two Hidden Layers on Many-Core System. DCAI 2014: 537-544 - [c19]Volodymyr Turchenko, Vladimir A. Golovko:
Parallel batch pattern training algorithm for deep neural network. HPCS 2014: 697-702 - 2013
- [j6]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): 348-359 (2013) - [c18]Volodymyr Turchenko, George Bosilca, Aurélien Bouteiller, Jack J. Dongarra:
Efficient parallelization of batch pattern training algorithm on many-core and cluster architectures. IDAACS 2013: 692-698 - [c17]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: 710-716 - 2012
- [c16]Volodymyr Turchenko, Vladimir A. Golovko, Anatoly Sachenko:
Parallel Batch Pattern Training of Recirculation Neural Network. ICINCO (1) 2012: 644-650 - [c15]Volodymyr Turchenko, Lucio Grandinetti, Anatoly Sachenko:
Parallel batch pattern training of neural networks on computational clusters. HPCS 2012: 202-208 - 2011
- [c14]Volodymyr Turchenko, Taras Puhol, Anatoly Sachenko, Lucio Grandinetti:
Cluster-based implementation of resource brokering strategy for parallel training of neural networks. IDAACS (1) 2011: 212-217 - [c13]Volodymyr Turchenko, Patrizia Beraldi, Francesco De Simone, Lucio Grandinetti:
Short-term stock price prediction using MLP in moving simulation mode. IDAACS (2) 2011: 666-671 - 2010
- [c12]Volodymyr Turchenko, Lucio Grandinetti:
Scalability of Enhanced Parallel Batch Pattern BP Training Algorithm on General-Purpose Supercomputers. DCAI 2010: 525-532 - [c11]Volodymyr Turchenko, Lucio Grandinetti:
Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm. ICANN (3) 2010: 327-332 - [c10]Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko:
Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network. ICANN (1) 2010: 521-530 - [c9]Volodymyr Turchenko, Lucio Grandinetti:
Strategy of resource brokering for efficient parallelization of MLP training. HPCS 2010: 140-149 - [c8]Volodymyr Turchenko, Lucio Grandinetti, George Bosilca, Jack J. Dongarra:
Improvement of parallelization efficiency of batch pattern BP training algorithm using Open MPI. ICCS 2010: 525-533
2000 – 2009
- 2009
- [c7]Volodymyr Turchenko, Lucio Grandinetti:
Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer. IWANN (2) 2009: 223-226 - 2008
- [j5]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): 185-190 (2008) - 2007
- [c6]A. Palagin, N. Alishov, George Markowsky, Anatoly Sachenko, Volodymyr Turchenko:
Security Tools for GRID- Systems. Security and Management 2007: 467-473 - 2006
- [j4]Volodymyr Turchenko, Viktor Demchuk, Anatoly Sachenko:
Simulation Modeling of Interplanetary shocks arrival Time Prediction on Historical Data Set. Int. J. Comput. 5(3): 135-140 (2006) - 2005
- [j3]Volodymyr Turchenko, Viktor Demchuk:
Efficiency Analysis of Parallel Routine using Processor Time Visualization. Int. J. Comput. 4(1): 12-18 (2005) - [j2]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): 9-19 (2005) - [c5]Volodymyr Turchenko:
Computational Grid vs. Parallel Computer for Coarse-Grain Parallelization of Neural Networks Training. OTM Workshops 2005: 357-366 - 2004
- [c4]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: 59-64 - 2003
- [j1]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): 40-46 (2003) - [c3]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: 306-315 - 2001
- [c2]Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko:
Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks. ICANN 2001: 743-748 - 2000
- [c1]Anatoly Sachenko, Volodymyr Kochan, Volodymyr Turchenko, Vladimir A. Golovko, Yury Savitsky, A. Dunets, Theodore Laopoulos:
Sensor Errors Prediction Using Neural Networks. IJCNN (4) 2000: 441-448
Coauthor Index
aka: Anatoliy Sachenko
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