| 2022 | ICPRAM | Combining Deep Learning Model and Evolutionary Optimization for Parameters Identification of NMR Signal. | Ivan Ryzhikov, Ekaterina Nikolskaya, Yrj Hiltunen |
| 2020 | IJCCI | Risk Estimation in Data-driven Fault Prediction for a Biomass-fired Power Plant. | Ivan Ryzhikov, Mika Liukkonen, Ari Kettunen, Yrj Hiltunen |
| 2019 | GECCO | On a restart metaheuristic for real-valued multi-objective evolutionary algorithms. | Christina Brester, Ivan Ryzhikov, Eugene Semenkin, Mikko Kolehmainen |
| 2019 | IJCCI | Tuning Parameters of Differential Evolution: Self-adaptation, Parallel Islands, or Co-operation. | Christina Brester, Ivan Ryzhikov |
| 2019 | IJCCI | Restart Operator for Optimization Heuristics in Solving Linear Dynamical System Parameter Identification Problem. | Ivan Ryzhikov, Christina Brester |
| 2018 | ICINCO | Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling. | Christina Brester, Ivan Ryzhikov, Tomi-Pekka Tuomainen, Ari Voutilainen, Eugene Semenkin, Mikko Kolehmainen |
| 2018 | IJCCI | Multi-objective Evolutionary Approach in the Linear Dynamical System Inverse Modeling. | Ivan Ryzhikov, Christina Brester, Eugene Semenkin, Mikko Kolehmainen |
| 2017 | ICINCO | Multi-objective Order Reduction Problem Solving with Restart Meta-heuristic Implementation. | Ivan Ryzhikov, Christina Brester, Eugene Semenkin |
| 2017 | ICINCO | Multi-objective Dynamical System Parameters and Initial Value Identification Approach in Chemical Disintegration Reaction Modelling. | Ivan Ryzhikov, Christina Brester, Eugene Semenkin |
| 2017 | ICINCO | Inverse Mathematical Modelling of Hexadecane Disintegration Reaction with Cooperative Multi-objective Genetic Algorithms. | Ivan Ryzhikov, Christina Brester, Eugene Semenkin |
| 2016 | ICINCO | Evolutionary Optimization Algorithms for Differential Equation Parameters, Initial Value and Order Identification. | Ivan Ryzhikov, Eugene Semenkin, Ilia Panfilov |
| 2016 | IJCCI | A Meta-heuristic for Improving the Performance of an Evolutionary Optimization Algorithm Applied to the Dynamic System Identification Problem. | Ivan Ryzhikov, Eugene Semenkin, Evgenii Sopov |
| 2014 | ICINCO | Spacecraft Solar Arrays Degradation Forecasting with Evolutionary Designed ANN-based Predictors. | Maria Semenkina, Shakhnaz Akhmedova, Eugene Semenkin, Ivan Ryzhikov |
| 2013 | ICINCO | About Optimization Techniques in Application to Symbolic-Numeric Optimal Control Seeking Aproach. | Ivan Ryzhikov, Eugene Semenkin, Vladimir Okhorzin |
| 2012 | ICINCO | Modified Hybrid Evolutionary Strategies Method for Termination Control Problem with Relay Actuator. | Ivan Ryzhikov, Eugene Semenkin |
| 2012 | ICINCO | Modified Evolutionary Strategies Algorithm in Linear Dynamic System Identification. | Ivan Ryzhikov, Eugene Semenkin |
| 2012 | SIMULTECH | The Application of Evolutionary Algorithm for the Linear Dynamic System Modelling. | Ivan Ryzhikov, Eugene Semenkin |