CURRICULUM VITAE
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Dr. Volodymyr O. Turchenko
Ph.D. in Computer Engineering
Associate Professor
FP7 Marie Curie Research Fellow
Department of Electronics, Informatics and Systems
University of Calabria
via P. Bucci, 41C, 87036, Rende(CS), Italy
Phone/Fax: +39-0984-494847 E-mail: turchenko@deis.unical.it
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Education & Scientific titles
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December 2004
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Associate Professor of Information Computing Systems and Control Department, given by the Ministry of Education and Science of Ukraine, Kyiv, Ukraine
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November 2001
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Ph.D. in Computer Engineering, National University “Lviv Polytechnics”, Lviv, Ukraine
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June 1995
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Dipl. Eng. (honors) of System Engineering, Brest Polytechnic Institute, Brest, Belarus
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Areas of Research Interest
Neural networks and its applications; parallel programming, algorithms and performance analysis; parallel and distributed computing, computational grids; intelligent distributed sensor networks; intelligent measurement and control systems.
Experience
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Apr 2009 - Present
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FP7 Marie Curie Research Fellow, Department of Electronics, Informatics and Systems, University of Calabria, Italy
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Sep 2005 – Jan 2008
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Deputy Dean on International Relations of Faculty of Computer Information Technologies, Ternopil National Economic University, Ukraine
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Dec 2004 – Apr 2009
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Associate Professor of the Information Computing System and Control Department, Ternopil National Economic University, Ukraine
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Aug 2004 – Apr 2009
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Leader of Neural Network and Parallel Computing Research Group of Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ukraine
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Mar 2002 – Dec 2004
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Assistant Professor of the Information Computing Systems and Control Department,Ternopil Academy of National Economy, Ukraine
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Sep 2000 – Mar 2002
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Senior Lecturer of the Information Computing Systems and Control Department,responsible team-member of international scientific Project INTAS-OPEN-97-0606, Ternopil Academy of National Economy, Ukraine
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Nov 1997 – Sep 2000
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Ph.D. Student on speciality "Computers, Systems and Networks", responsible team-member of international scientific Project INTAS-OPEN-97-0606 "Development of an Intelligent Sensing Instrumentation Structure", Ternopil Academy of National Economy, Ukraine
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Dec 1996 – Nov 1997
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Lecturer of the Information Computing Systems and Control Department,Ternopil Academy of National Economy, Ukraine
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Aug 1995 – Dec 1996
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Systems Engineer of Computers Laboratories of the Institute of Computer Information Technologies, Ternopil Academy of National Economy, Ukraine
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Funded Research Projects
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1.
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2009 - 2011
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FP7 Marie Curie International Incoming Fellowship 221524 “PaGaLiNNeT - Parallel Grid-aware Library for Neural Networks Training", University of Calabria, Rende, Italy
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2.
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2008 - 2009
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MESU #Ì/47-2008 “Design and Optimization Methods of Physical Intrusion Detection for Security Systems”, Gebze Institute of Technology, Gebze, Turkey
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3.
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2006 - 2007
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MESU #M/85-2006 “Instruction Parameters Analysis for Power Modeling of Embedded Microprocessors”, Aristotle University of Thessaloniki, Thessaloniki, Greece
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4.
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2005 - 2007
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STCU #3872 “Development of Efficient GRID-technologies for Ecology Monitoring Using Satellite Data”, Space Research Institute of National Academy of Sciences and National Aerospace Agency of Ukraine, Kyiv, Ukraine, University of Maine, Orono, ME, USA
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5.
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2004 - 2006
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INTAS Young Scientist Fellowship 03-55-2493 “Development of Parallel Neural Networks Training Algorithms on Advanced High Performance Systems”, University of Calabria, Rende, Italy
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6.
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2004 - 2006
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MESU #M/79-2004 “Development of Web-based Measurement System with Distributed Intelligence”, University of Sannio, Benevento, Italy
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7.
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2004 - 2006
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CRDF CGP UE2-2534-TE-03 “Investigation of the Intelligent Properties of Re-Configurable Network Capable Application Processor in Adaptive Distributed Instrumentation and Control Systems”, National Institute of Standards and Technology, Gaithersburg, MD, USA
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8.
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2004 - 2005
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CRDF FSTM UM2-5012-TE-03 “Design of Distributed Sensor Network for Ayers Island Security Using Value Analysis”, Trefoil Corp., Orono, ME, USA
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9.
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2002 - 2004
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NATO PST.CLG.978744 “Using Multisensor Fusion and Neural Networks Techniques for Robot Control”, University of La-Coruna, Ferrol, Spain
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10.
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2002 - 2004
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NATO PST.CLG.977647 “Development of Intelligent Precision System for Thermal Objects Control”, University of Mons, Mons, Belgium
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11.
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1999 – 2002
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MESU (Ministry of Education and Sciences of Ukraine) IOSU-2000B “Development of the Intelligent System of Distributed Processing of Sensor Data Using Neural Networks”
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12.
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1998 – 2001
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INTAS-OPEN-97-0606 "Development of an Intelligent Sensing Instrumentation Structure", Aristotle University of Thessaloniki, Thessaloniki, Greece, University of Calabria, Cosenza, Italy, Brest State Technical University, Brest, Belarus
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Fieldwork & Research Visits
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1.
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03-07 Oct 2010
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Participation in the EU US summer school on computational sciences (Acireale, Catania, Sicily, Italy), gaining practical knowledge in complex high performance computer applications and performance analysis issues within the development of the project FP7 MC IIF 221524
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2.
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12-18 Sep 2010
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Participation in the 20th ENNS International Conference on Artificial Neural Networks (Thessaloniki, Greece), oral presentation of the papers “Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm” and “Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network” within the development of the project FP7 MC IIF 221524
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3.
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08-10 Sep 2010
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Participation in the International Symposium on Distributed Computing and Artificial Intelligence DCAI’10 (Valencia, Spain), oral presentation of the paper “Scalability of Enhanced Parallel Batch Pattern BP Training Algorithm on General-Purpose Supercomputers” within the development of the project FP7 MC IIF 221524
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4.
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26 Jun – 03 July 2010
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Participation in the 2010 International Conference on High Performance Computing & Simulation HPCS 2010 (Caen, France), oral presentation of the paper “Strategy of Resource Brokering for Efficient Parallelization of MLP Training” within the development of the project FP7 MC IIF 221524
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5.
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22-25 Jun 2010
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Participation in the International Advanced Research Workshop “High Performance Computing, Grids and Clouds” (Cetraro, Italy) within the development of the project FP7 MC IIF 221524.
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6.
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27 May – 03 Jun 2010
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Participation in the 10th International Conference on Computational Science ICCS 2010 (Amsterdam, The Netherlands), oral presentation of the paper “Improvement of parallelization efficiency of batch pattern BP training algorithm using Open MPI” within the development of the project FP7 MC IIF 221524
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7.
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02-10 May 2010
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Participation in the 14th International Conference on Intelligent Engineering Systems - INES 2010 (Las Palmas of Gran Canaria, Spain), oral presentation of the paper “Parallel Batch Pattern BP Training Algorithm of Recurrent Neural Network” within the development of the project FP7 MC IIF 221524
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8.
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02 – 11 Oct 2009
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Participation in the 2009 IEEE Symposium on Industrial Electronics & Applications ISIEA’2009 (Kuala Lumpur, Malaysia), (i) oral presentation of the paper “Investigation of Computational Cost Model of MLP Parallel Batch Training Algorithm”, (ii) research visit to National University of Malaysia, Bangi, Selangor (Oct 7) to establish scientific collaboration within the development of the project FP7 MC IIF 221524
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9.
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20 Sep - 01 Oct 2009
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Research visit to Innovative Computing Laboratory, University of Tennessee (Knoxville, TN, USA) for research of parallel batch pattern neural network training algorithm with enhanced MPI communication functions within the development of the project FP7 MC IIF 221524
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10.
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7-10 Sep 2009
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Participation in the DORII (FP7 project “Deployment of Remote Instrumentation Infrustructure”) Summer School (St. Stefan am Walde, Austria), gaining an experience in deployment of middleware services and middleware technology within the development of the project FP7 MC IIF 221524
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11.
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4-5 Jul 2009
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Participation in the 5th International Workshop on Artificial Neural Networks and Intelligent Information Processing ANNIIP2009 (Milan, Italy), oral presentation of the paper “Minimal Architecture and Training Parameters of Multilayer Perceptron for its Efficient Parallelization” within the development of the project FP7 MC IIF 221524
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12.
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30 Jun -2 Jul 2009
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Participation in the Advanced Research Workshop on Models, Algorithms, Software and Tools for Complex Systems Computation (Cetraro, Italy), oral presentation “Neural Networks on the Grid” within the development of the project FP7 MC IIF 221524
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13.
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9-12 Jun 2009
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Participation in the International Symposium on Distributed Computing and Artificial Intelligence DCAI’09 (Salamanca, Spain), oral presentation of the paper “Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer” within the development of the project FP7 MC IIF 221524
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14.
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4-9 Sep 2007
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Vice-Chair of the 2007 Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2007 (Dortmund, Germany), oral presentation of the paper “Interplanetary Shock Arrival Time Prediction Using Multi-Layer Perceptron”, travel grant from DFG
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15.
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7-13 Sep 2006
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Participation in the 4th Seminar for Young Scientists “Scientific Space Research” (Evpatoria, Crimea, Ukraine) with oral presentation “Prediction of IP Shock Events Using Neural Networks” within the development of the project STCU #3872
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16.
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30 May –
02 Jun 2006
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Participation in the 4th International Conference on Neural Networks and Artificial Intelligence ICNNAI'2003 (Brest, Belarus) with oral presentation of the paper “An Approach to Interplanetary Shocks Prediction Using Single ACE/EPAM Channel Data”
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17.
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28 Feb –
3 Mar 2006
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Participation in the International Conference “Modern Problems of Radio-Engineering, Telecommunications and Computer Science” TCSET’2006 (Lviv-Slavsko, Ukraine) with oral presentation of the paper “Fine-Grain Parallelization of Recurrent Neural Networks Training”.
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18.
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28 Oct –
5 Nov 2005
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Participation in the Second International Workshop on Grid Computing and its Application to Data Analysis GADA'05 ( Ayia Napa, Cyprus) with oral presentation of the paper “Computational Grid vs. Parallel Computer for Coarse-Grain Parallelization of Neural Networks Training”, travel grant STCU TGP-94-05 |
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19.
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1-10 Sep 2005
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Vice-Chair of the 2005 Third International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2005 (Sofia, Bulgaria), oral presentation of the paper “Parallel Algorithm of Enhanced Integration Historical Data Using Neural Networks”
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20.
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4-6 Jul 2005
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Participation in the Advanced Research Seminar on Grid Computing (Cetraro, Italy) with oral presentation “Mapping Strategies of Parallel Training of Modular Neural Networks on High Performance Computers”
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21.
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29-30 Jun 2005
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Scientific visit to Department of Mathematics, University of Lecce (Lecce, Italy) with oral presentation “Static and Dynamic Mapping Approaches in Parallelizing Integration Historical Data Neural Networks”
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22.
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8 May –
28 Aug 2005
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Research visit to Center of Excellence of High Performance Computing, University of Calabria (Rende, Italy) within Young Scientist Fellowship INTAS YSF 03-55-2493
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23.
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29 Mar –
7 Apr 2005
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Visit to Technical University of Sofia within organization of the 2005 Third International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2005 (Sofia, Bulgaria)
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24.
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8 Dec –
12 Dec 2004
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Scientific visit to National Institute of Standardization NIST (Gaithersburg, MD, USA) within development of the Project CRDF CGP UE2-2534-TE-03
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25.
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18 Nov –
7 Dec 2004
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Scientific visit to Computer Science Department, University of Maine (Orono, ME, USA) for (i) doing the series of experimental researches of neural networks training algorithms on computational grid and (ii) within development of the project CRDF FSTM UM2-5012-TE-03
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26.
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31 May –
3 June 2004
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Participation in the Advanced Research Workshop on High Performance Computing (Cetraro, Italy) within Young Scientist Fellowship INTAS YSF 03-55-2493
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27.
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18 Apr –
15 Aug 2004
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Research visit to Center of Excellence of High Performance Computing, University of Calabria (Rende, Italy) within Young Scientist Fellowship INTAS YSF 03-55-2493
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28.
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12-14 Nov 2003
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Participation in the Third International Conference on Neural Networks and Artificial Intelligence ICNNAI'2003 (Minsk, Belarus) with oral presentation of the paper “Parallel Training of Integration Historical Data Neural Networks on High-Performance Cluster System”
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29.
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8-10 Sep 2003
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Vice-Chair of the 2003 IEEE Second International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2003 (Lviv, Ukraine)
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30.
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5-19 May 2003
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Participation in the 2003 SPRING International Conference on Technologies for Homeland Security (Cambridge, MA, USA) with oral presentation “Smart Vehicle Screening System Using Artificial Intelligence Methods”, research visits to Trefoil Corp. and Computer Science Department, University of Maine (Orono, ME), travel grant CRDF TGP-936
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31.
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5-8 Nov 2002
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Participation in the 28th Annual International Conference on Industrial Electronics, Control and Instrumentation IECON’02 (Sevilla, Spain) with oral presentation of the paper “Advanced Sensor Data Integration Using Neural Networks”, travel grants INTAS YSC 02-5075, IEEE VCF Region 8
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32.
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26 Oct –
4 Nov 2002
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Research visit to La Coruna University (Ferrol, Spain) within development of the Project NATO.PST.978744
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33.
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5-16 Nov 2001
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Research visit to University of Calabria (Rende, Italy) within development of the Project INTAS-OPEN-97-0606
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34.
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2-5 Oct 2001
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Participation in the International Conference on Neural Networks and Artificial Intelligence ICNNAI'2001 (Minsk, Belarus) with oral presentation of the paper “Neural-Based Data Processing in Intelligent Distributed Sensor Network”
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35.
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24-27 Aug 2001
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Participation in the Annual International Conference on Artificial Neural Networks ICANN’2001 (Vienna, Austria) with poster presentation of the paper “Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks”, travel grant INTAS YSC 01-4305
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36.
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1–4 Jul 2001
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Deputy of Chair of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2001 (Foros, Ukraine), oral presentation of the paper “New Method of Historical Data Integration Using Neural Networks”, travel grant IEEE VCF Region8
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37.
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24-31 Jul 2000
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Participation in the IEEE-INNS-ENNS International Joint Conference on Neural Networks IJCNN'2000 (Como, Italy) with poster presentation of the paper "Sensor Error Prediction Using Neural Networks", travel grants INTAS YSC 00-4159, IEEE NNC SGP
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38.
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24 Mar –
16 Apr 2000
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Research visit to Aristotle University of Thessaloniki (Thessaloniki, Greece) within development of the Project INTAS-OPEN-97-0606
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39.
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12-15 Oct 1999
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Participation in the International Conference on Neural Networks and Artificial Intelligence ICNNAI'99 (Brest, Belarus) with oral presentation of the paper “Intelligent System for Prediction of Sensor Drift”
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40.
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26 Sep –
4 Oct 1999
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Participation in the IEEE Region 8 International Conference Africon’99 (Cape Town, South Africa) with oral presentation of the paper "Sensor Signal Processing Using Neural Networks", travel grant IEEE VCF Region 8
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41.
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22 May –
01 Jun 1999
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Participation in the 16th IEEE Instrumentation and Measurement Technology Conference IMTC/99 (Venice, Italy) with oral presentation of the paper "Intelligent Nodes for Distributed Sensor Network", travel grant within INTAS-OPEN-97-0606 project
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List of Publications
A. Books and Thesis’s
1. Turchenko V.O. Neural Network Based Methods and Means for Improving the Effectiveness of Distributed Sensor Data Acquisition and Processing Networks, Ph.D. Thesis on specialty 05.13.13 – computing machines, systems and networks, National University “Lvivska Politechnika”, Lviv, 2001, 189 p (in Ukrainian).
B. Journal Articles
1. Turchenko V., Grandinetti L. Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm, Lecture Notes in Computing Science, LNCS No. 6354, Eds.: K. Diamantaras, W. Duch, L.S. Iliadis, Springer, Berlin, Heidelberg, New York, 2010, pp. 327–332.
2. Paliy I., Lamonaca F., Turchenko V., Grimaldi D., Sachenko A. Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network, Lecture Notes in Computing Science, LNCS No. 6352, Eds.: K. Diamantaras, W. Duch, L.S. Iliadis, Springer, Berlin, Heidelberg, New York, 2010, pp. 521-530.
3. Turchenko V., Grandinetti L. Scalability of Enhanced Parallel Batch Pattern BP Training Algorithm on General-Purpose Supercomputers, Advances in Intelligent and Soft-Computing, Vol. 79, Eds.: F. Ponce de Leon et al, Springer, Heidelberg, 2010, pp. 518-526.
5. Turchenko V., Grandinetti L. Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer, Lecture Notes in Computer Science, LNCS No. 5518, Eds.: S. Omatu et al., Springer-Verlag, Berlin, Heidelberg, 2009, pp. 223–226, open access:
http://books.google.com/books?id=rgbbGg0WDxIC&pg=PA223&lpg=PA223&dq=Volodymyr+turchenko&source=bl&ots=scuw5Z9aNj&sig=QxQCLuaB0Sspx-kM5R3KjSIKEyY&hl=uk&ei=wmD1TLbGIsztOY-m4b4I&sa=X&oi=book_result&ct=result&resnum=6&ved=0CDwQ6AEwBQ#v=onepage&q=Volodymyr%20turchenko&f=false.
7. Markowsky G., Sachenko A., Voznyak S., Spilchuk V., Romanyak R., Turchenko V., Romanets I. The Ternopil Educational Communication Center - a NATO Project to Integrate Regional Information Technology Resources, Computing, 2008, Vol. 7, Issue 1, pp. 185-190.
8. Borovyy A., Konstantakos V., Kochan V., Turchenko V., Sachenko A., Laopoulos Th. Using Neural Networks for Power Consumption Estimation of Microprocessor Instructions, Scientific Journal of the Brest State Polytechnical University: Phisics, Mathematics and Informatics Stream, 2007, No. 5, pp. 10-13 (in Russian).
9. Paliy I., Sachenko A., Turchenko V., Kurylyak Y., Kapura V. Face Detection Using Combined Cascade of Classifiers for Video Surveillance, Scientific Journal of the Brest State Polytechnic University: Physics, Mathematics and Informatics Stream, 2007, No. 5, pp. 5-8 (in Russian).
10. Turchenko V., Demchuk V., Sachenko A. An Approach to Interplanetary Shock Prediction, Scientific Journal of Ternopil State Technical University, 2007, Vol. 12, No 1, pp. 129-135 (in Ukrainian).
11. Turchenko V. An Approach to IP Shock Arrival Time Prediction Using Approximating Neural Network, International Journal of Information Technology and Intelligent Computing, 2006, Vol. 1, No. 4, pp. 799-813.
12. Turchenko V., Demchuk V., Sachenko A. Simulation Modeling of Interplanetary Shocks Arrival Time Prediction on Historical Data Set, Computing, 2006, Vol. 5, Issue 3, pp. 135-140.
13. Hrusha V., Osolinsky O., Kochan R., Sachenko A., Turchenko V. Web-based Distributed Measurement System, Scientific Journal of Khmelnitskiy National University (Ukraine), 2006, No. 5 (85), pp. 115-119 (in Ukrainian).
14. Turchenko V. Fine-Grain Approach to Development of Parallel Training Algorithm of Multi-Layer Perceptron, Artificial Intelligence, Journal of Institute of Artificial Intelligence of National Academy of Sciences of Ukraine, 2006, Vol. 1, pp. 94-102.
15. Turchenko V., Triki C., Grandinetti L., Sachenko A. Efficiency Estimation of Parallel Algorithm of Enhanced Historical Data Integration on Computational Grid, Computing, 2005, Vol. 4, Issue 3, pp. 9-19.
16. Turchenko V. Computational Grid vs. Parallel Computer for Coarse-Grain Parallelization of Neural Networks Training, Lecture Notes in Computing Science LNCS 3762, Eds.: R. Meersman, Z. Tari, P. Herrero, Berlin, Heidelberg, New York, Springer-Verlag, 2005, pp. 357-366.
17. Bykovyy P., Kochan V., Turchenko V., Koval V., Sachenko A., Markowsky G. An Approach to Optimization of Distributed Sensor Security Systems, Scientific Journal of Ternopil State Technical University, 2005, Vol. 10, No 3, pp. 111-117 (in Ukrainian).
18. Turchenko V., Demchuk V. Visualization Tools of Processor Time Execution of Parallel Routines, Scientific Journal of Khmelnitskiy National University (Ukraine), 2005, Vol. 4, Part 1, Issue 2, pp. 146-151 (in Ukrainian).
19. Turchenko V., Demchuk V. Efficiency Analysis of Parallel Routine Using Processor Time Visualization, Computing, 2005, Vol. 4, Issue 1, pp. 12-18.
20. Turchenko V. Research an Efficiency of Static Mapping Method of Modular Parallelization of Artificial Neural Networks, International Scientific-Technical Magazine “Measuring and Computing Devices in Technological Processes”, Khmelnitsky, Ukraine, 2004, No. 1 (21), pp. 120-126 (in Ukrainian).
21. Turchenko V., Bykovyy P., Kochan V., Sachenko A. Choosing Technical and Economic Parameters of Components of Distributed Systems of Perimeter Security, Scientific Journal of Khmelnitskiy National University (Ukraine), 2004, Vol. 2, Part 1, pp. 82-85 (in Ukrainian).
22. Turchenko V., Paliy I., Koval V., Sachenko A. An Approach to Identification and Neural-based Recognition of License Plate Numbers, Scientific Journal of Khmelnitskiy National University (Ukraine), 2004, Vol. 3, Part 1, pp. 19-23 (in Ukrainian).
23. Turchenko V. Parallel Algorithm of Dynamic Mapping of Integrating Historical Data Neural Networks, Information Technologies and Systems, 2004, Vol. 7, No. 1, pp. 45-52.
24. Koval V., Turchenko V., Kochan V., Sachenko A., Markowsky G. Smart License Plate Recognition System Based on Image Processing Using Neural Network, Computing, 2003, Vol. 2, Issue 2, pp. 40-46.
25. Sachenko A., Kochan V., Turchenko V. Instrumentation for Data Gathering, IEEE Instrumentation and Measurement Magazine, Vol. 6, No. 3, September 2003, pp. 34-40.
26. Koval V., Turchenko V., Sachenko A., Becerra J. A., Duro R. J., Golovko V. Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot, Lecture Notes in Artificial Intelligence, LNAI No 2718, Springer-Verlag, Berlin, Heidelberg, 2003, pp. 306-315.
27. Turchenko V., Kochan V., Sachenko A., Laopoulos Th. Enhanced Method of Historical Data Integration Using Neural Networks, Journal “Datchiki & Sistemy”, No 7, Moscow, Russia, 2002, pp. 35-38 (in Russian).
28. Turchenko V., Kochan V., Sachenko A., Golovko V., Ignatiuk O., Triki C. An Approach to Software Development of the Higher Level of Intelligent Distributed Sensor Network, Transactions of Brest State Technical University, Brest, Belarus, 2001, pp. 100-104 (in Russian).
29. Turchenko V., Kochan V., Sachenko A. Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks, Lecture Notes in Computing Science, LNCS No 2130, Eds.: G.Dorffner, H.Bischof, and K.Hornik, Springer-Verlag, Berlin, Heidelberg, New York, 2001, pp. 743-748.
30. Turchenko V. Specialised Controller of Neuro-Computation of Distributed Sensor Network, Scientific Transactions of Chernivtsi State University: Physics and Electronics, Chernivtsi, Ukraine, 2000, No 92, pp. 86-90 (in Ukrainian).
31. Golovko V., Savitsky Y., Sachenko A., Turchenko V., Laopoulos Th., Grandinetti L. Choice of Architecture and Adaptive Training of Recurrent Neural Network for Time Series Prediction, Transactions of Ternopil Academy of National Economy, Ternopil, Ukraine, 2000, No 10, pp. 37-42 (in Russian).
32. Turchenko V., Kochan R., Karachka A. Prediction of Drift of Sensor Conversion Characteristics Using Neural Networks, Transactions of Ternopil State Technical University, Ternopil, Ukraine, 2000, Vol. 5, No 4, pp. 102-108 (in Ukrainian).
33. Turchenko V. Applying of Neural Networks for Improvement of Data Reliability, Transaction of State University “Lvivska Politechnika”, Computers Systems and Networks, No 385, 2000, pp. 127-131 (in Ukrainian).
34. Sachenko A., Kochan V., Turchenko V., Golovko V., Savitsky Y., Dunets A. Error Prediction of Sensor Devices Using Neural Networks, Transactions of Brest State Technical University, Brest, Belarus, 2000, No 4, pp. 59-64 (in Russian).
35. Sachenko A., Kochan V., Turchenko V. Distributed Sensor Network with Improved Effectiveness, Transaction of State University “Lvivska Politechnika”, Computers Systems and Networks, No 350, 1998, pp. 77-80 (in Ukrainian).
36. Kovyk I., Turchenko V., Sachenko A. System of Automated Training and Testing, Scientific Journal of Ternopil Academy of National Economy, 1998, No. 3, pp. 98-102 (in Ukrainian).
37. Vosniak S., Turchenko V., Kril L., Sachenko A. Intranet network of ICIT, Scientific Journal of Ternopil Academy of National Economy, 1998, No. 4, pp. 122-124 (in Ukrainian).
C. Conference Proceedings
1. Turchenko V., Grandinetti L. Strategy of Resource Brokering for Efficient Parallelization of MLP Training, Proceedings of the 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), June 28 - July 2, 2010, Caen, France, pp. 140-149.
2. Turchenko V., Grandinetti L. Parallel Batch Pattern BP Training Algorithm of Recurrent Neural Network, Proceedings of the 14th IEEE International Conference on Intelligent Engineering Systems (INES 2010), May 5-7, 2010, Las Palmas of Gran Canaria, Spain, pp. 25-30.
3. Turchenko V., Grandinetti L. Investigation of Computational Cost Model of MLP Parallel Batch Training Algorithm, Proceedings of 2009 IEEE Symposium on Industrial Electronics and Applications (ISIEA 2009), October 4-6, 2009, Kuala Lumpur, Malaysia, pp. 983-988.
4. Turchenko V., Grandinetti L. Efficiency Research of Batch and Single Pattern MLP Parallel Training Algorithms, Proceedings of 5th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS2009), 21-23 September 2009, Rende (Cosenza), Italy, pp. 218-224.
5. Borovyi A., Kochan V., Dombrovskyy Z., Turchenko V., Sachenko A. Device for Measuring Instant Current Values of CPU’s Energy Consumption, Proceedings of 5th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS2009), 21-23 September 2009, Rende (Cosenza), Italy, pp. 126-130.
6. Puhol T., Turchenko V., Vozniak S., Sachenko A. Globus-Middleware Based Grid of Research Institute for Intelligent Computer Systems, Proceedings of 5th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS2009), 21-23 September 2009, Rende (Cosenza), Italy, pp. 266-271.
7. Turchenko V., Grandinetti L. Minimal Architecture and Training Parameters of Multilayer Perceptron for its Efficient Parallelization, Proceedings of the 5th International Workshop on Artificial Neural Networks and Intelligent Information Processing ANNIIP2009, 4-5 July 2009, Milan, Italy, pp. 79-87.
8. Borovyi A., Kochan V., Turchenko V., Sachenko A., Laopoulos Th. Neural-based Prediction of Power Consumption of Data-processing Instructions, Proceedings of the 5th International Conference on Neural Networks and Artificial Intelligence (ICNNAI'08), May 27-30, 2008, Minsk (Belarus), pp. 337-342.
9. Borovyi A., Konstantakos V., Kochan V., Turchenko V., Sachenko A., Laopoulos Th. Using Neural Network for the Evaluation of Power Consumption of Instructions Execution, Proceedings of the 5th International Instrumentation and Measurement Technology Conference (I2MTC'2008), May 12-15, 2008, Vancouver Island, BC (Canada), pp. 676-681.
10. Turchenko V., Paliy I., Demchuk V., Smal R., Legostaev L. Coarse-Grain Parallelization of Neural Network-Based Face Detection Method, Proceedings of the 4th IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications IDAACS’2007, Sep 6-8, 2007, Dortmund (Germany), pp. 155-158.
11. Turchenko V., Demchuk V., Sachenko A. Interplanetary Shock Arrival Time Prediction Using Multi-Layer Perceptron, Proceedings of the 4th IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications IDAACS’2007, Sep 6-8, 2007, Dortmund (Germany), pp. 185-190.
12. Palagin A., Alishov N., Markowsky G., Sachenko A., Turchenko V. Security Tools for GRID-Systems, Proceedings of the 2007 International Conference on Security & Management SAM07, June 25-28, 2007, Las Vegas, Nevada (USA), pp. 467-473.
13. Turchenko V., Demchuk V., Sachenko A., Veremeyenko Y. An Approach to Interplanetary Shocks Prediction Using Single ACE/EPAM Channel Data, Proceedings of the Fourth International Conference on Neural Networks and Artificial Intelligence ICNNAI`2006, 2006, Brest (Belarus), pp. 140-144.
14. Turchenko V. Fine-Grain Parallelization of Recurrent Neural Networks Training, Proceedings of the International Conference “Modern Problems of Radio-Engineering, Telecommunications and Computer Science” TCSET’2006, February 28 – March 4, 2006, Lviv-Slavsko (Ukraine), pp. 208-211.
15. Turchenko V., Triki C., Grandinetti L., Sachenko A. Parallel Algorithm of Enhanced Historical Data Integration Using Neural Networks, Proceedings of the 3rd IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications IDAACS’2005, Sep 5-7, 2005, Sofia (Bulgaria), pp. 66-73.
16. Turchenko V. Static Mapping of Integrating Historical Data Neural Networks on Parallel Computer, Proceedings of the 16th IASTED International Conference on Parallel and Distributed Computing and Systems, 2004, MIT, Cambridge, MA, USA, pp. 884-889.
17. Turchenko V., Turchenko I., Kochan V., Bykovyy P., Sachenko A., Markowsky G. Database Design for CAD System Optimizing Distributed Sensor Networks for Perimeter Security, Proceedings of the 8th IASTED International Conference Software Engineering and Applications, 2004, Cambridge (MA, USA), pp. 59-64.
18. Paliy I., Turchenko V., Koval V., Sachenko A., Markowsky G. Approach to Recognition of License Plate Numbers Using Neural Networks, Proceedings of International Joint Conference on Neural Networks, 2004, Budapest (Hungary), pp. 2965-2970.
19. Kharchuk B., Sachenko A., Mul O., Gatward R. Innovations in Ukrainian/European Student Experience and Credit Transfer in Computing Area, Proceedings of the 15th International Conference of Society for Information Technology & Teacher Education (SITE'2004), 1-6 March 2004, Atlanta (GA, USA), pp. 5036-5040.
20. Turchenko V. Parallel Training of Integration Historical Data Neural Networks on High-Performance Cluster System, Proceedings of the Third International Conference on Neural Networks and Artificial Intelligence ICNNAI'2003, Minsk, Belarus, 12-14 November 2003, pp. 116-119.
21. Koval V., Turchenko V., Kochan V., Sachenko A., Markowsky G. Smart License Plate Recognition System Based on Image Processing Using Neural Network, Proceedings of the Second IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2003, September 8-10, 2003, Lviv, Ukraine, pp. 123-127.
22. Turchenko V., Sachenko A., Triki C. Parallel Neural Networks Training on High Performance Computer. Pre-proceedings of NATO Advanced Research Workshop "Concurrent Information Processing and Computing", July 5-10, 2003, Sinaia, Romania, pp. 231-237.
23. Turchenko V., Kochan V., Koval V., Sachenko A. and Markowsky G. Smart Vehicle Screening System Using Artificial Intelligence Methods, Proceedings of 2003 Spring IEEE Conference on Technologies for Homeland Security, May 7-8, 2003, Cambridge, MA, pp. 182-185.
24. Kochan R., Kochan V., Sachenko A., Turchenko V. Development of DAQ Module for Intelligent Sensor System, Proceedings of ISA/IEEE Sensors for Industry Conference (Sicon/02), Nov 19-21, 2002, Houston, USA, pp. 89-92.
25. Turchenko V., Kochan V., Sachenko A., Koval V. Advanced Sensor Data Integration Using Neural Networks, Proceedings of the 28th Annual International Conference on Industrial Electronics, Control and Instrumentation (IECON’02), November 5-8, 2002, Sevilla, Spain, vol. 3, pp. 1876-1880.
26. Turchenko V., Triki C., Sachenko A. Approach to Parallel Training of Integration Historical Data Neural Networks, The 20th IASTED International Multi-Conference Applied Informatics (AI 2002), February 18-21, 2002, Innsbruck, Austria, pp. 254-258.
27. Turchenko V., Kochan V., Sachenko A. Neural-Based Data Processing in Intelligent Distributed Sensor Network, Proceedings of the International Conference on Neural Networks and Artificial Intelligence ICNNAI'2001, Minsk, Belarus, 2-5 October 2001, pp. 193-198.
28. Koval V., Turchenko V., Kochan V., Sachenko A., Laopoulos Th. Reducing of an Impulse Noise Influence on A/D Conversion Results Using Neural Networks, Proceedings of the 6th Euro Workshop on ADC Modelling and Testing EWADC’2001, Lisbon, Portugal, Sep 14-15, 2001, pp. 138–141.
29. Turchenko V., Kochan V., Sachenko A., Laopoulos Th. The New Method of Historical Data Integration Using Neural Networks, Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2001, July 1 – 4, 2001, Foros, Ukraine, pp. 21-24.
30. Sachenko A., Kochan V., Kochan R., Turchenko V., Tsahouridis K., Laopoulos Th. Error Compensation in an Intelligent Sensing Instrumentation System, Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference IMTC/2001, Budapest, Hungary, May 21-23, 2001, pp. 869-874.
31. Sachenko A., Kochan V., Turchenko V., Golovko V., Savitsky Y., Dunets A., Laopoulos Th. Sensor Errors Prediction Using Neural Networks, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks IJCNN'2000, Como, Italy, July 24-27, 2000, vol. IV, pp. 441-446.
32. Sachenko A., Kochan V., Turchenko V., Laopoulos Th., Golovko V. Intelligent Node for Sensor Signal Processing, Proceedings of the 2000 IEEE Nordic Signal Processing Symposium NORSIG'2000, Linkoping, Sweden, June 13-15, 2000, pp. 367-370.
33. Turchenko V., Kochan R., Karachka A. Sensor Drift Prediction Method by Neural Networks, Proceedings of the 12 international Conference “Sensor-2000”, Moscow-Sudak, 2000, pp. 242-243 (in Russian).
34. Sachenko A., Kochan V., Turchenko V., Laopoulos Th., Golovko V., Grandinetti L. Features of Intelligent Distributed Sensor Network Higher Level Development, Proceedings of the 17th IEEE Instrumentation and Measurement Technology Conference IMTC/2000, Baltimore, USA, May 1-4, 2000, pp. 335-340.
35. Sachenko A., Kochan V., Turchenko V. Sensor Drift Prediction Using Neural Networks. Proceedings of the International Workshop on Virtual and Intelligent Measurement Systems VIMS'2000, Annapolis, USA, April 29-30, 2000, pp. 88-92.
36. Golovko V., Savitsky Y., Sachenko A., Kochan V., Turchenko V., Laopoulos Th., Grandinetti L. Intelligent System for Prediction of Sensor Drift, Proceedings of the International Conference on Neural Networks and Artificial Intelligence ICNNAI'99, Brest, Belarus, October 12-15, 1999, pp. 126-135.
37. Golovko V., Grandinetti L., Kochan V., Laopoulos Th, Sachenko A., Turchenko V. Sensor Signal Processing Using Neural Networks, Proceedings of the IEEE Region 8 International Conference Africon’99, Cape Town, South Africa, September 29-October 1, 1999, pp. 339-344.
38. Sachenko A., Kochan V., Turchenko V., Golovko V., Laopoulos Th. Using Neural Networks for Decreasing ADC Error, Proceedings of 4th IMEKO International Workshop on ADC Modeling and Testing, Bordeaux, France, September 9-10, 1999, pp. 78-81.
39. Golovko V., Grandinetti L., Kochan V., Laopoulos Th., Sachenko A., Turchenko V., Tymchyshyn V. Approach of an Intelligent Sensing Instrumentation Structure Development, Proceedings of the IEEE International Workshop on Intelligent Signal Processing WISP’99, Budapest, Hungary, 4-7 September, 1999, pp. 336-341.
40. Sachenko A., Kochan V., Turchenko V., Vasylkiv N. Intelligent System of Temperature Measurement, Proceedings of the 7th International Symposium on Temperature and Thermal Measurements in Industry and Science TEMPMEKO’99, Delft, the Netherlands, 1-3 June 1999, pp. 332-337.
41. Sachenko A., Kochan V., Turchenko V., Tymchyshyn V., Vasylkiv N. Intelligent Nodes for Distributed Sensor Network, Proceedings of the 16th IEEE Instrumentation and Measurement Technology Conference IMTC/99, Venice, Italy, May 24-26, 1999, vol. 3, pp.1479-1484.
42. Sachenko A., Kochan V., Turchenko V. Intelligent Distributed Sensor Network, Proceedings of the 15th IEEE Instrumentation and Measurement Technology Conference IMTC/98, St. Paul, USA, May 18-20, 1998, pp.60-66.
43. Kovyk I., Turchenko V., Sachenko A. Automated Learning and Testing System, Proceedings of the 5th Ukrainian Conference of New Information Technologies in Education, Odessa, Ukraine, 2-4 July 1997, pp. 174-176 (in Ukrainian).
44. Kril L., Lendjuk T., Romanets I., Turchenko V., Sachenko A. Decision Support System Based on Local Area Network, Proceedings of the 5th Ukrainian Conference on New Information Technologies in Education, Odessa, Ukraine, 2-4 July 1997, pp. 184-186 (in Ukrainian).
45. Turchenko V., Sachenko A., Khveschuk V. Automated Testing System, Proceedings of the Ukrainian Conference of Young Scientists “Information technologies in Science and Education”, Cherkassy, Ukraine, 1997, p. 50 (in Ukrainian).
46. Turchenko V. Automated Psychology Testing System, Scientific Transactions of the Conference devoted to 30 anniversary of Brest Polytechnic Institute, Brest, Belarus, 1996, p. 114-115 (in Russian).
D. Patents
1. Patent #50380 Ukraine, IPC 7 G06F15/18. Method of the training set formation for neural network predicting drift of data acquisition device / A.Sachenko (UA), V.Kochan (UA), V.Turchenko (UA), V.Golovko (BY), J.Savitsky (BY), T.Laopoulos (GR). – Filled 04 Jan 2000; Issued 15 Nov 2002. – 14 p.
The main Courses Taught: Undergraduate and Postgraduate students
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2005 – 2009
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Parallel and Distributed Computing
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2004 – 2009
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Theory of Neural Networks
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2002 – 2009
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Training Course on International Projects: Preparing and Management
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2001 – 2002
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Intelligent Systems and Networks
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2001 – 2009
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Neural Networks Techniques and Genetic Algorithms
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2000 – 2004
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System Programming and System Software
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2000 – 2002
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Reliability, Diagnostics, Control and Exploitation of Computers
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2000 – 2002
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Scientific and Researches Work of Students
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1996 – 2000
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Operation Systems and System Programming
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Awards, Honours and Scientific Activities
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30 Jun 2010
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Chair of the Session on the 2010 International Conference on High Performance Computing & Simulation HPCS 2010 (Caen, France)
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2010 - present
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Member of Marie Curie Fellows Association
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2009 - 2010
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Member of ACM
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29 Jul 2009 - present
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4 Jul 2009
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Chair of Session on the Fifth International Workshop on Artificial Neural Networks and Intelligent Information Processing ANNIIP 2009 (Milan, Italy)
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8 Sep 2007
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Chair of Session on the 4th International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2007 (Dortmund, Germany)
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1 May 2007 –
1 May 2009
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Research Honour Stipend from Ukrainian Government
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Sep 2006 – May 2009
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Scientific Secretary of Research Institute of Intelligent Computer systems, Ternopil National Economic University, Ukraine
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1 Jun 2006
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Chair of Session on the 4th International Conference on Neural Networks and Artificial Intelligence ICNNAI'2006 (Brest, Belarus)
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2005 - 2006
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Reviewer of Journal Future Generation Computing Systems (Elsevier)
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5 Sep 2005
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Chair of Session on the 3rd International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2005 (Sofia, Bulgaria)
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2004 - present
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Reviewer of International Journal of Computing, Ukraine, http://www.computingonline.net
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2003 - 2004
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Marquis Who’s Who in Science and Engineering, 7th Edition, 2003-2004
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12 Nov 2003
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Chair of Session on the 3rd International Conference on Neural Networks and Artificial Intelligence ICNNAI'2003 (Minsk, Belarus)
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9 Sep 2003
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Chair of Session on the 2nd International Workshop on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2003 (Lviv, Ukraine)
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2002 - present
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Reviewer of 18 PhD thesis’s in Computer Science
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2002 - 2009
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Member of PhD Specialized Scientific Council K58.082.02 in Computer Engineering, the Institute of Computer Information Technologies, Ternopil National Economic University
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5 Oct 2001
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Chair of Session on the International Conference on Neural Networks and Artificial Intelligence ICNNAI'2001 (Minsk, Belarus)
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2001 - present
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Vice-Chair of the IEEE International Workshops on Intelligent Data Acquisition and Advanced Computing Systems IDAACS’2001 (Foros, Ukraine), IDAACS’2003 (Lviv, Ukraine), IDAACS’2005 (Sofia, Bulgaria), IDAACS’2007 (Dortmund, Germany)
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1999 – present
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Member of IEEE
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