| 2025 | GECCO | Knowledge-based Optimization in Epidemics Prevention. | Krzysztof Michalak |
| 2025 | GECCO | Genetic Programming Algorithm with a Fast Logical Search for Analyzing Graph Contagion. | Krzysztof Michalak |
| 2025 | KES | Crossover Meta-Operator Based on Operator Sequences for the Firefighter Problem. | Krzysztof Michalak |
| 2025 | KES | Visual Analysis of Evolutionary Search for Explainable Models of Epidemic Propagation. | Krzysztof Michalak |
| 2023 | EMO | Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control. | Krzysztof Michalak |
| 2023 | EMO | Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. | Krzysztof Michalak, Mario Giacobini |
| 2023 | GECCO | Classifier-based evolutionary multiobjective optimization for the graph protection problem: Hot-off-the-Press Track at GECCO 2023. | Krzysztof Michalak |
| 2023 | GECCO | Evolutionary Neural Networks for Livestock Disease Prevention. | Krzysztof Michalak, Mario Giacobini |
| 2023 | GECCO | Channel Configuration for Neural Architecture: Insights from the Search Space. | Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak |
| 2022 | FedCSIS | Required Quality of Service attributes in the context of various types of Web Services. | Maksymilian Iwanow, Helena Dudycz, Krzysztof Michalak |
| 2021 | GECCO | Generating hard inventory routing problem instances using evolutionary algorithms. | Krzysztof Michalak |
| 2021 | GECCO | The influence of uncertainties on optimization of vaccinations on a network of animal movements. | Krzysztof Michalak, Mario Giacobini |
| 2021 | KES | Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem. | Krzysztof Michalak |
| 2021 | KES | Evolutionary Algorithm Using Random Immigrants for the Multiobjective Travelling Salesman Problem. | Krzysztof Michalak |
| 2020 | PPSN | Evolutionary Graph-Based V+E Optimization for Protection Against Epidemics. | Krzysztof Michalak |
| 2019 | GECCO | Multidimensional time series feature engineering by hybrid evolutionary approach. | Piotr Lipinski, Krzysztof Michalak |
| 2019 | GECCO | Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem. | Piotr Lipinski, Krzysztof Michalak |
| 2019 | GECCO | Surrogate-based optimization for reduction of contagion susceptibility in financial systems. | Krzysztof Michalak |
| 2019 | GECCO | Low-Dimensional euclidean embedding for visualization of search spaces in combinatorial optimization. | Krzysztof Michalak |
| 2019 | GECCO | Evolutionary optimization of epidemic control strategies for livestock disease prevention. | Krzysztof Michalak |
| 2019 | GECCO | Solving the parameterless firefighter problem using multiobjective evolutionary algorithms. | Krzysztof Michalak |
| 2018 | GECCO | Informed mutation operator using machine learning for optimization in epidemics prevention. | Krzysztof Michalak |
| 2018 | GECCO | ED-LS: a heuristic local search for the firefighter problem. | Krzysztof Michalak |
| 2018 | IDEAL | Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk. | Krzysztof Michalak |
| 2018 | IDEAL | Crossover Operator Using Knowledge Transfer for the Firefighter Problem. | Krzysztof Michalak |
| 2017 | GECCO | Simulation-based crossover for the firefighter problem. | Krzysztof Michalak |
| 2017 | GECCO | Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. | Krzysztof Michalak |
| 2017 | GECCO | The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem. | Krzysztof Michalak |
| 2017 | GECCO | Reducing systemic risk in multiplex networks using evolutionary optimization. | Krzysztof Michalak |
| 2016 | CEC | Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality. | Krzysztof Michalak, Adrian Lancucki, Piotr Lipinski |
| 2016 | GECCO | Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms. | Piotr Lipinski, Krzysztof Michalak, Adrian Lancucki |
| 2015 | GECCO | Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics. | Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski |
| 2015 | GECCO | Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm. | Krzysztof Michalak |
| 2015 | IDEAL | Improving the NSGA-II Performance with an External Population. | Krzysztof Michalak |
| 2015 | IDEAL | Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. | Krzysztof Michalak |
| 2014 | IDEAL | Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems. | Adrian Lancucki, Jan Chorowski, Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski |
| 2014 | IDEAL | Sim-EA: An Evolutionary Algorithm Based on Problem Similarity. | Krzysztof Michalak |
| 2014 | IDEAL | Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem. | Krzysztof Michalak |
| 2014 | IDEAL | Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator. | Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski |
| 2012 | AIMSA | Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds. | Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski |
| 2012 | HAIS | A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems. | Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski |
| 2011 | FedCSIS | Graph Mining Approach to Suspicious Transaction Detection. | Krzysztof Michalak, Jerzy Korczak |
| 2011 | IDEAL | Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. | Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski |
| 2006 | ISDA | Correlation-based Feature Selection Strategy in Neural Classification. | Krzysztof Michalak, Halina Kwasnicka |
| 2005 | CiE | Correlation Dimension and the Quality of Forecasts Given by a Neural Network. | Krzysztof Michalak, Halina Kwasnicka |
| 2005 | ISDA | Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example. | Krzysztof Michalak, Rafal Raciborski |