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Associate Professor PhD Ventsislav Georgiev Nikolov

v.nikolov@tu-varna.bg
052 383 433
101Т

Education and training

2012 PhD, 02.21.03 "System programming", Technical University of Varna
2007 Master, "Programming systems and technologies", Technical University of Varna
2005 Bachelor, "Computer systems and technologies", Technical University of Varna

Teaching subjects

System programming
Multi-user operating systems
Distributed applications with C# and Visual Studio.Net
Artificial intelligence
Operating systems
Neural networks and applications
Management of software projects

Research areas

Application and system programming
Mathematical models for data processing
Algorithms and methods for prediction
Expert systems
Applications with neural networks
Technologies for distributed programming

Publications

  • Mincheva. Z., N. Vasilev, V. Nikolov, A. Antonov, Extracting Structured Data from Text in Natural Language, International Journal of Intelligent Information Systems. Vol. 10, No. 4, 2021, pp. 74-80. DOI: 10.11648/j.ijiis.20211004.16.
  • Nikolov, V., A. Krastev. Research of approaches for information processing in a distributed environment. Project resume. Annual Journal of Technical University of Varna, 2021, ISSN 1311-896X, (preprint).
  • Nikolov, V., A. Krastev, S. Yanakieva. Identification of statistical distribution type by sample data. Annual Journal of Technical University of Varna, ISSN 2603-316X, 2020, pp.19-24, DOI: https://doi.org/10.29114/ajtuv.vol5.iss1.226.
  • Николов, В. Системно програмиране. Ръководство за лабораторни упражнения. Университетско издателство при ТУ–Варна, ISBN: 978-954-20-0822-4, 2021.
  • Nikolov, V., A. Krastev. A system for clustering of time series. Computer Science and Technologies, Year XVIII, Number 1/2020, ISSN 1312-3335, 2020, pp. 7-14.
  • Nikolov, V. An Automated Approach for Sustainability Evaluation Based on Environmental, Social and Governance Factors. Intelligent Systems and Applications (IntelliSys 2020), Advances in Intelligent Systems and Computing, vol. 1250, Springer, pp. 171-182. Print ISBN 978-3-030-55179-7, Online ISBN 978-3-030-55180-3, DOI: https://doi.org/10.1007/978-3-030-55180-3_14.
  • Valchanov, H., V. Nikolov, et. al. Integration of machine learning and virtualization technology for implementing and monitoring of cloud Services. Project resume. Annual Journal of Technical University of Varna, 2018, ISSN: 2603-3208, pp.13-14.
  • Vasilev, N., Z. Mincheva, V. Nikolov, K. Bliznakova, A Software Module for Generating a Synthetic Model of the Breast from an X-Ray Image, 2019 IEEE XXVIII International Scientific Conference Electronics (ET), Sozopol, Bulgaria, 2019, Electronic ISBN:978-1-7281-2574-9, Print ISBN:978-1-7281-2575-6, pp. 1-4, DOI: 10.1109/ET.2019.8878495.
  • Nikolov, V., N. Vasilev. Estimation of probability of default from internal data. Computer Science and Technologies, year XVI, Technical University of Varna, 2018, Vol. 2, ISSN: 1312-3335, pp. 113-118.
  • Vasilev, N., Z. Mincheva, V. Nikolov. Decision Tree Extraction using Trained Neural Network. In Proceedings of the 9th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS, ISBN 978-989-758-418-3, 2020, pp. 194-200. DOI: 10.5220/0009351801940200.
  • Nikolov, V. Implementation of Multilayer Perceptron in Graphics Processing Unit. Artificial Intelligence: Methodology, Systems, and Applications. AIMSA 2018. Lecture Notes in Computer Science, vol. 11089. Springer, Print ISBN 978-3-319-99343-0, Online ISBN 978-3-319-99344-7, pp. 270-274, DOI: https://doi.org/10.1007/978-3-319-99344-7_26.
  • Nikolov, V. Autoregressive model order determination. Proceedings of the Intelligent Systems Conference (IntelliSys) 2018, Volume 2, Springer, ISSN 2194-5365, Print ISBN: 978-3-030-01056-0, Online ISBN: 978-3-030-01057-7, pp.577-587. DOI: https://doi.org/10.1007/978-3-030-01057-7_45.
  • Antonov, A., V. Nikolov. Analysis of scoring and rating models using neural networks. Journal of International Scientific Publication Vol. 12, 17th International Conference, Economy & Business, ISSN 1314-7242, 20-24 August 2018, Elenite Holiday Village, Bulgaria, pp. 105-118.
  • Antonov, A., V. Nikolov. Validation process for scoring and rating models using neural networks. Journal of International Scientific Publication Vol. 12, 17th International Conference, Economy & Business, ISSN 1314-7242, 20-24 August 2018, Elenite Holiday Village, Bulgaria, pp. 95-104.
  • Nikolov, V. An Overview of Local Approach for Time Series Analysis and Prediction. Proceedings of the International Conference 'Applied Computer Technologies' ACT, 21-23 June 2018, Ohrid, Macedonia, ISBN 978-608-66225-0-3, pp. 1-5.
  • Николов, В. Разпределени приложения със C# и Visual Studio.Net. Записки. Университетско издателство при ТУ–Варна, ISBN: 978-954-20-0784-5, 2018.
  • Karova, M., V. Nikolov, et. al. Research of applied methods based on machine learning aiming increasing of quality of service. Project resume. Annual Journal of Technical University of Varna, 2017, ISSN 1311-896X.
  • Nikolov, V. An implied rating software system. Proceedings of the International conference on Time Series, Vol. 2, Granada 18-20 Sept. 2017, Godel Impresiones Digitales, ISBN: 978-84-17293-01-7, pp.1054-1063.
  • Nikolov, V. An overview of an automated trading software system. Year XV, Number 1/2017, ISSN 1312-3335, pp.121-125.
  • Nikolov, V. Dynamic capabilities of a compliance check software system. Year XV, Number 1/2017, ISSN 1312-3335, pp.114-120.

Additional information

Languages

English


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