Sergiy Shelyag

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fractal Ball Movement Complexity: Spatiotemporal Analysis for Team Performance Evaluation in Association Football.
SN Comput. Sci.
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eunjin Kim, Dat Le, Maia Angelova
2025 — conf
Fractal Analysis of Ball Movement Maps for Team Performance Evaluation in Association Football.
ISACE
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eunjin Kim, Maia Angelova
2025 J jnl
Time-Series Analysis of Ball Carrier Open-Space (BCOS) in Association Football.
SN Comput. Sci.
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eunjin Kim, Maia Angelova
2024 J jnl
A Predictive Model for Turbulence Evolution and Mixing Using Machine Learning.
IEEE Access
Yuhang Wang, Sergiy Shelyag, Jörg Schlüter
2024 J jnl
Extremization to Fine Tune Physics Informed Neural Networks for Solving Boundary Value Problems.
CoRR
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
2024 J jnl
Extremization to fine tune physics informed neural networks for solving boundary value problems.
Commun. Nonlinear Sci. Numer. Simul.
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
2024 J jnl
Information Geometry of Evolution of Neural Network Parameters While Training.
CoRR
Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
2024 J jnl
Information geometry of evolution of neural network parameters while training.
Neurocomputing
Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
2024 — conf
Time-Series Analysis of Ball Carrier Open-Space in Association Football.
ISACE
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eun-Jin Kim, Maia Angelova
2024 J jnl
Winning With Chaos in Association Football: Spatiotemporal Event Distribution Randomness Metric for Team Performance Evaluation.
IEEE Access
Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-Jin Kim, Maia Angelova
2023 J jnl
Modelling host population support for combat adversaries.
J. Oper. Res. Soc.
Mathew Zuparic, Sergiy Shelyag, Maia Angelova, Ye Zhu, Alexander C. Kalloniatis
2023 — conf
Sleep Patterns of Adults with Chronic Insomnia and their Bed Partners During the Weekdays and on Weekends Using Actigraphy Data.
ACSW
Sunita Rani, Sergiy Shelyag, Maia Angelova
2022 J jnl
Structural-functional connectivity bandwidth of the human brain.
NeuroImage
Nicholas Parsons, Julien Ugon, Kerri Morgan, Sergiy Shelyag, Alex Hocking, Su Yuan Chan, Govinda R. Poudel, Juan Dominguez Duque, Karen Caeyenberghs
2021 J jnl
Global stability and periodicity in a glucose-insulin regulation model with a single delay.
Commun. Nonlinear Sci. Numer. Simul.
Maia Angelova, Gleb Beliakov, Anatoli F. Ivanov, Sergiy Shelyag
2020 J jnl
Density estimates on the unit simplex and calculation of the mode of a sample.
Int. J. Intell. Syst.
Maia Angelova, Gleb Beliakov, Sergiy Shelyag, Ye Zhu
2020 J jnl
Machine Learning Enabled Team Performance Analysis in the Dynamical Environment of Soccer.
IEEE Access
Shitanshu Kusmakar, Sergiy Shelyag, Ye Zhu, Dan Dwyer, Paul B. Gastin, Maia Angelova
2019 J jnl
Investigation of Complexity and Regulatory Role of Physiological Activities During a Pacing Exercise.
IEEE Access
Maia Angelova, Sergiy Shelyag, Sutharshan Rajasegarar, Dineshen Chuckravanen, Sujan Rajbhandari, Paul B. Gastin, Alan St Clair Gibson