Evolutionary algorithm with a regression model for multiobjective minimization of systemic risk in financial systems K Michalak Soft Computing 28 (5), 3921-3939, 2024 | 1 | 2024 |
Efficiency-stability Trade-off in Financial Systems: a multi-objective optimization approach M Alexandre, K Michalak, TC Silva, FA Rodrigues Physica A: Statistical Mechanics and its Applications 629, 129213, 2023 | 1 | 2023 |
Knowledge-based optimization algorithm for the inventory routing problem K Michalak, P Lipinski Soft Computing 27 (22), 16959-16981, 2023 | | 2023 |
Does the default pecking order impact systemic risk? Evidence from Brazilian data M Alexandre, TC Silva, K Michalak, FA Rodrigues European Journal of Operational Research 309 (3), 1379-1391, 2023 | 5 | 2023 |
Evolutionary Neural Networks for Livestock Disease Prevention K Michalak, M Giacobini Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 1 | 2023 |
Channel Configuration for Neural Architecture: Insights from the Search Space SL Thomson, G Ochoa, N Veerapen, K Michalak Proceedings of the Genetic and Evolutionary Computation Conference, 1267-1275, 2023 | 2 | 2023 |
Heuristics for the shelf space allocation problem K Czerniachowska, K Michalak, M Hernes Opsearch 60 (2), 835-869, 2023 | | 2023 |
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction K Michalak, M Giacobini International Conference on Evolutionary Multi-Criterion Optimization, 532-545, 2023 | 2 | 2023 |
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control K Michalak International Conference on Evolutionary Multi-Criterion Optimization, 435-448, 2023 | | 2023 |
Visualizing Combinatorial Search Spaces with Low-Dimensional Euclidean Embedding K Michalak ACM SIGEVOlution 15 (4), 1-8, 2023 | | 2023 |
Classifier-based evolutionary multiobjective optimization for the graph protection problem K Michalak Applied Soft Computing 131, 109721, 2022 | 1 | 2022 |
Required Quality of Service attributes in the context of various types of Web Services M Iwanow, H Dudycz, K Michalak Annals of Computer Science and Information Systems 32, 2022 | | 2022 |
A review of methods for imbalanced multi-label classification AN Tarekegn, M Giacobini, K Michalak Pattern Recognition 118, 107965, 2021 | 268 | 2021 |
The influence of uncertainties on optimization of vaccinations on a network of animal movements K Michalak, M Giacobini Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 3 | 2021 |
Generating hard inventory routing problem instances using evolutionary algorithms K Michalak Proceedings of the genetic and evolutionary computation conference, 243-251, 2021 | 2 | 2021 |
Evolutionary algorithm using random immigrants for the multiobjective travelling salesman problem K Michalak Procedia Computer Science 192, 1461-1470, 2021 | 6 | 2021 |
Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem K Michalak Procedia Computer Science 192, 1451-1460, 2021 | 2 | 2021 |
Cross-validation approach to evaluate clustering algorithms: An experimental study using multi-label datasets AN Tarekegn, K Michalak, M Giacobini SN Computer Science 1, 1-9, 2020 | 18 | 2020 |
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases K Michalak Applications of Evolutionary Computation: 23rd European Conference …, 2020 | | 2020 |
Evolutionary graph-based V+ E optimization for protection against epidemics K Michalak Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020 | 3 | 2020 |