Igor Melnyk - Concepedia

Author

Igor Melnyk

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”ORCID

Also Known As

Halyna Klym, Heiliger, L., Horzel, J., I. Mel'nyk, I. Melnyk, I. Mel’nyk, I. V. Melnyk, I. V. Мel’nyk, I.I Melnyk, I.I. Melnyk

189

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”University of Minnesota IBM (United States)Central Ukrainian National Technical University State Tax University

About

Igor Melnyk is an author at National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	21	599
2	Applied Physics	4	4	77
3	Business	2	2	74
4	Language Studies	1	1	10
5	Management	1	1	48

Igor Melnyk

Publications

785

Citations

H-Index

Page 1

	Year	Citations
Deep learning algorithm for data-driven simulation of noisy dynamical system Kyongmin Yeo, Igor Melnyk Journal of Computational Physics EngineeringMachine LearningData SciencePhysic Aware Machine LearningNonlinear Dynamics	2018	110
Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems Igor Melnyk, Bryan Matthews, Hamed Valizadegan, Journal of Aerospace Information Systems Anomaly DetectionMachine LearningEngineeringVector AutoregressionSpatiotemporal Database	2016	54
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems Igor Melnyk, Arindam Banerjee, Bryan Matthews, Anomaly DetectionMachine LearningEngineeringRare Event EstimationOnline Anomaly Detection	2016	48
Estimating structured vector autoregressive models Igor Melnyk, Arindam Banerjee International Conference on Machine Learning Structured PredictionVector Autoregressive ModelsEngineeringData ScienceHigh-dimensional Method	2016	39
High-voltage, glow-discharge electron sources and possibilities of its application in industry for realizing different technological operations S.V. Denbnovetsky, V. G. Melnyk, Igor Melnyk IEEE Transactions on Plasma Science Electrical EngineeringEngineeringGlow-discharge Electron SourcesElectron BeamEnergetic Parameters	2003	38
A simplified process for isotropic texturing of mc-Si Alexander Hauser, Igor Melnyk, P. Fath, 3rd World Conference onPhotovoltaic Energy Conversion, 2003. Proceedings of Materials ScienceMaterials EngineeringElectrical EngineeringSimplified ProcessEngineering	2003	37
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge Pierre Dognin, Igor Melnyk, Youssef Mroueh, Journal of Artificial Intelligence Research	2022	37
Cooperative vision-aided inertial navigation using overlapping views Igor Melnyk, Joel A. Hesch, Stergios I. Roumeliotis EngineeringLocation EstimationField RoboticsLocalizationSystems Engineering	2012	36
R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting Hardik Goel, Igor Melnyk, Arindam Banerjee arXiv (Cornell University) Forecasting MethodologyRecurrent Neural NetworkEngineeringMachine LearningData Science	2017	29
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer Cícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi	2018	29

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