Dmitry Kovalev

About me

I am a PhD student at Institute of Informatics Problems (FRC IC of Russian Academy of Sciences) being supervized by Prof. L.A. Kalinichenko. I also work as a teaching assistant at Moscow State University (department of Computational Mathematics & Cybernetics) and give lectures on Problem Solving in Data Intensive Domains for graduate students.

I graduated from department of Computational Mathematics & Cybernetics in 2010 and joined IPI FRC IC RAS the same year.

My research interests are data integration and management. Currently I am working on the hypothesis-oriented approach to accelerate scientific discovery. Here is my current C.V.

Talks & Teaching

• ACM SIGMOD Moscow Chapter. Introduction into Analysis of Methods and Tools for Hypothesis-Driven Scientific Experiment Support
• MSU Masters. Problem Solving in Data-intensive Domains. Investigation of hypothesis-driven approaches to managing scientific experiments in data intensive domains
• MSU Masters. Problem Solving in Data-intensive Domains. Managing large-scale scientific hypotheses as uncertainand probabilistic data
• MSU Masters. Problem Solving in Data-intensive Domains. Hypothesis Evaluation Approaches

Publications

2015

• Kalinichenko L.A., Kovalev D.Yu., Kovaleva D.A., Malkov O.Yu. Methods and Tools for Hypothesis-Driven Research Support: a Survey. Informatics and Applications. Moscow: IPI RAN, 2015. -- V. 9, Iss. 1. -- P. 28-54.

2014

• Skvortsov N. A., Vovchenko A. E., Kalinichenko L. A., Kovalev D. A., Stupnikov S. A. Metadata Model for Semantic Search for Rule-Based Workflow Implementations. Systems and Means of Informatics. Moscow: IPI RAN, 2014. -- V. 24, Iss. 4. -- P. 4-28. (In Russian)
• L. A. Kalinichenko, S. A. Stupnikov, A. E. Vovchenko, D. Y. Kovalev. Multi-Dialect Workflows. Advances in Databases and Information Systems: Proc. of the 18th East European Conference. LNCS 8716. -- Berlin-Heidelberg: Springer-Verlag, 2014. -- P. 352-365.
• Budzko V. I., Kalinichenko L. A., Stupnikov S. A., Vovchenko E. A., Briukhov D. O., Kovalev D. Y. Environment for Integration of Large Heterogeneous Data Collections. Systems of High Availability. -- Moscow: Radiotechnika, 2014. -- Iss. 3. -- P. 3-19. (In Russian)
• Kalinichenko L. A., Kovalev D. Y., Kovaleva D. A., Malkov O. Y. Introduction into Analysis of Methods and Tools for Hypothesis-Driven Scientific Experiment Support. 16th Russian Conference on Digital Libraries RCDL 2014 Proceedings. CEUR Workshop Proceedings 1297:104-123.
• A. Vovchenko, L. Kalinichenko, D. Kovalev. Programming of the Entity Resolution and Data Fusion Methods while Implementing ETL in the Hadoop Environment. 16th Russian Conference on Digital Libraries RCDL 2014 Proceedings. CEUR Workshop Proceedings 1297:26-34. (In Russian)
• A. Vovchenko, L. Kalinichenko, D. Kovalev. Methods of Entity Resolution and Data Fusion in the ETL-Process and their Implementation in the Hadoop Environment. Informatics and Applications. Moscow: IPI RAN, 2014. -- V. 8, Iss. 4. -- P. 94-109.

2013

• Kalinichenko L. A., Stupnikov S. A., Vovchenko E. A., Kovalev D. Y. Rule-based Multi-dialect Infrastructure for Conceptual Problem Solving over Heterogeneous Distributed Information Resources. New Trends in Databases an Information Systems. Selected Papers of the 17th European Conference on Advances in Databases and Information Systems and Associated Satellite Events. - Springer, 2013. Advances in Intelligent Systems and Computing, V. 241. - P. 61-68.
• Skvortsov N. A., Briukhov D. O., Kalinichenko L. A., Kovalev D. Y., Stupnikov S. A. Scientific Methods Metadata for Provision of the Methods Reuse and Result Reproducibility. Proc. of the 15th Russian Conference on Digital Libraries RCDL 2013. -- CEUR Workshop Proceedings, 2013. - Vol. 1108. - P. 70--78. (In Russian)
• Kovalev D. Y. Declarative Analytics in Multidialect Infrastructure. Proc. of the 15th Russian Conference on Digital Libraries RCDL 2013. -- CEUR Workshop Proceedings, 2013. - Vol. 1108. - P. 202--207. (In Russian)
• Kalinichenko L. A., Stupnikov S. A., Vovchenko E. A., Kovalev D. Y. Conceptual Declarative Problem Specification and Solving in Data Intensive Domains. Informatics and Applications. Moscow: IPI RAN, 2013. -- V. 7, Iss. 4. -- P. 112-139.

2011

• Vovchenko A. E., Zakharov V. N., Kalinichenko L. A., Kovalyov D. Yu., Ryabukhin O. V., Skvortsov N. A., Stupnikov S. A. Multilayer Specifications in Conceptual and Ontological Modeling. Proc. of the 13th Russian Conference on Digital Libraries RCDL 2011. -- CEUR Workshop Proceedings, 2011. - Vol. 803. - P. 17-25. (In Russian)

2010

• Vovchenko A. E., Zakharov V. N., Kalinichenko L. A., Kovalyov D. Yu., Ryabukhin O. V., Skvortsov N. A., Stupnikov S. A. From specifications of requirements to conceptual schema. Proc. of the 12th Russian Conference on Digital Libraries RCDL 2010. - Kazan: Kazan Federal University, 2010. - P.375-381. (In Russian)