Dmytro Matsypura

Economics, Econometrics and Finance · Social Sciences

11h-index693citations41works0.22yr avg
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Research Topics

Stochastic processes and financial applications(7), Capital Investment and Risk Analysis(7), Monetary Policy and Economic Impact(5), Economic theories and models(5), Complex Network Analysis Techniques(4)

Publications41 total

Learning Shortest Paths When Data is Scarce
arXiv (Cornell University)·2026Open Access
Learning Shortest Paths When Data is Scarce
ArXiv.org·2026Open Access
Centrality of Shortest Paths: Algorithms and Complexity Results
INFORMS journal on computing·2025
Code and Data Repository for Centrality of Shortest Paths: Algorithms and Complexity Results
INFORMS journal on computing·2025
Graph Pseudotime Analysis and Neural Stochastic Differential Equations for Analyzing Retinal Degeneration Dynamics and Beyond
arXiv (Cornell University)·2025Open Access
Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration
2025· 1 citedOpen Access
BIG: A Practical Framework for Balancing the Conflict Between Group and Individual Fairness in Graph Neural Networks
2024· 1 cited
Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration
arXiv (Cornell University)·2024Open Access
Centrality of shortest paths: Algorithms and complexity results
arXiv (Cornell University)·2024Open Access
FIW-GNN: A Heterogeneous Graph-Based Learning Model for Credit Card Fraud Detection
2023· 3 cited
Finding the most degree-central walks and paths in a graph: Exact and heuristic approaches
European Journal of Operational Research·2022· 9 cited
Python Language Companion to Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares
The Sydney eScholarship Repository (The University of Sydney)·2019
Assortment optimisation problem: A distribution-free approach
Omega·2019· 14 cited
On exact solution approaches for the longest induced path problem
European Journal of Operational Research·2019· 15 cited
Modeling of Electric Power Supply Chain Networks with Fuel Suppliers via Variational Inequalities
energyo·2018· 1 citedOpen Access
Optimal selection of expert forecasts with integer programming
Omega·2017· 25 cited
Wildfire fuel management: Network-based models and optimization of prescribed burning
European Journal of Operational Research·2017· 38 cited
Operations Research Techniques in Wildfire Fuel Management
Springer optimization and its applications·2017· 1 cited
Optimal Selection of Expert Forecasts with Integer Programming
SSRN Electronic Journal·2017· 2 citedOpen Access
Estimation of Hierarchical Archimedean Copulas as a Shortest Path Problem
Economics Letters·2016· 5 cited
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Frequent Co-authors

Anna Nagurney(8), Vadim G. Timkovsky(8), Junbin Gao(5), Oleg A. Prokopyev(4), Zugang Liu(3), Kuan Yan(3), Zhuowei Yu(3), Dai Shi(3), Ting Zhang(3), Mark C. Gillies(3), Johnson Phosavanh(3), José M. Cruz(2), Ryan Thompson(2), Andrey L. Vasnev(2), Alexander Veremyev(2), Eduardo L. Pasiliao(2), E. G. Coffman(2), Emily Neo(2), Artem Prokhorov(2), Laurent L. Pauwels(2)