Igor Melnyk

Statistics

Publications

Citations

884

H-Index

Active since

1998

Affiliations

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”(Current)

University of Minnesota

IBM (United States)

State Tax University

Central Ukrainian National Technical University

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

ORCID

Publications per year

1998–2024

Publications

Deep learning algorithm for data-driven simulation of noisy dynamical system

Kyongmin Yeo, Igor Melnyk · Journal of Computational Physics · 2018 · 111 citations · Full text

Computing, Computer Science, Mathematics +13

Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems

Igor Melnyk, Bryan Matthews, Hamed Valizadegan et al. · Journal of Aerospace Information Systems · 2016 · 55 citations

Computing, Aerospace Engineering, Data Mining +15

Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems

Igor Melnyk, Arindam Banerjee, Bryan Matthews et al. · 2016 · 48 citations

Computing, Aerospace Engineering, Data Science +17

Estimating structured vector autoregressive models

Igor Melnyk, Arindam Banerjee · International Conference on Machine Learning · 2016 · 39 citations

Business, Biostatistics, Financial Econometrics +12

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge

Pierre Dognin, Igor Melnyk, Youssef Mroueh et al. · Journal of Artificial Intelligence Research · 2022 · 39 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

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