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Krzysztof Michalak
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2020 – today
- 2024
- [j19]Adane Nega Tarekegn, Krzysztof Michalak, Giuseppe Costa, Fulvio Ricceri, Mario Giacobini:
Predicting Multiple Outcomes Associated with Frailty based on Imbalanced Multi-label Classification. J. Heal. Informatics Res. 8(4): 594-618 (2024) - [j18]Krzysztof Michalak
:
Evolutionary algorithm with a regression model for multiobjective minimization of systemic risk in financial systems. Soft Comput. 28(5): 3921-3939 (2024) - 2023
- [j17]Michel Alexandre
Does the default pecking order impact systemic risk? Evidence from Brazilian data. Eur. J. Oper. Res. 309(3): 1379-1391 (2023) - [j16]Krzysztof Michalak
Knowledge-based optimization algorithm for the inventory routing problem. Soft Comput. 27(22): 16959-16981 (2023) - [c50]Krzysztof Michalak
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control. EMO 2023: 435-448 - [c49]Krzysztof Michalak
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. EMO 2023: 532-545 - [c48]Krzysztof Michalak
Classifier-based evolutionary multiobjective optimization for the graph protection problem: Hot-off-the-Press Track at GECCO 2023. GECCO Companion 2023: 33-34 - [c47]Krzysztof Michalak
Evolutionary Neural Networks for Livestock Disease Prevention. GECCO Companion 2023: 395-398 - [c46]Sarah L. Thomson
Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO 2023: 1267-1275 - 2022
- [j15]Krzysztof Michalak
Classifier-based evolutionary multiobjective optimization for the graph protection problem. Appl. Soft Comput. 131: 109721 (2022) - [c45]Maksymilian Iwanow
Required Quality of Service attributes in the context of various types of Web Services. FedCSIS (Communication Papers) 2022: 261-267 - 2021
- [j14]Adane Nega Tarekegn
A review of methods for imbalanced multi-label classification. Pattern Recognit. 118: 107965 (2021) - [j13]Krzysztof Michalak
The influence of uncertainties on optimization of vaccinations on a network of animal movements. Soft Comput. 25(6): 4907-4923 (2021) - [c44]Krzysztof Michalak
The influence of uncertainties on optimization of vaccinations on a network of animal movements. GECCO Companion 2021: 39-40 - [c43]Krzysztof Michalak:
Generating hard inventory routing problem instances using evolutionary algorithms. GECCO 2021: 243-251 - [c42]Krzysztof Michalak:
Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem. KES 2021: 1451-1460 - [c41]Krzysztof Michalak:
Evolutionary Algorithm Using Random Immigrants for the Multiobjective Travelling Salesman Problem. KES 2021: 1461-1470 - 2020
- [j12]Adane Nega Tarekegn
Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets. SN Comput. Sci. 1(5): 263 (2020) - [c40]Krzysztof Michalak
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases. EvoApplications 2020: 307-322 - [c39]Krzysztof Michalak
Evolutionary Graph-Based V+E Optimization for Protection Against Epidemics. PPSN (2) 2020: 399-412
2010 – 2019
- 2019
- [j11]Krzysztof Michalak
Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization. IEEE Trans. Evol. Comput. 23(2): 232-246 (2019) - [c38]Krzysztof Michalak
Low-Dimensional euclidean embedding for visualization of search spaces in combinatorial optimization. GECCO (Companion) 2019: 27-28 - [c37]Piotr Lipinski
Multidimensional time series feature engineering by hybrid evolutionary approach. GECCO (Companion) 2019: 67-68 - [c36]Krzysztof Michalak
Evolutionary optimization of epidemic control strategies for livestock disease prevention. GECCO (Companion) 2019: 389-390 - [c35]Krzysztof Michalak
Surrogate-based optimization for reduction of contagion susceptibility in financial systems. GECCO 2019: 1266-1274 - [c34]Krzysztof Michalak
Solving the parameterless firefighter problem using multiobjective evolutionary algorithms. GECCO (Companion) 2019: 1321-1328 - [c33]Piotr Lipinski
Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem. GECCO (Companion) 2019: 1551-1558 - 2018
- [c32]Piotr Lipinski
An Evolutionary Algorithm with Practitioner's-Knowledge-Based Operators for the Inventory Routing Problem. EvoCOP 2018: 146-157 - [c31]Krzysztof Michalak
ED-LS: a heuristic local search for the firefighter problem. GECCO (Companion) 2018: 25-26 - [c30]Krzysztof Michalak
Informed mutation operator using machine learning for optimization in epidemics prevention. GECCO 2018: 1294-1301 - [c29]Krzysztof Michalak
Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk. IDEAL (1) 2018: 58-68 - [c28]Krzysztof Michalak
Crossover Operator Using Knowledge Transfer for the Firefighter Problem. IDEAL (1) 2018: 305-316 - 2017
- [j10]Krzysztof Michalak
ED-LS - A heuristic local search for the multiobjective Firefighter Problem. Appl. Soft Comput. 59: 389-404 (2017) - [c27]Krzysztof Michalak
Estimation of Distribution Algorithms for the Firefighter Problem. EvoCOP 2017: 108-123 - [c26]Krzysztof Michalak:
Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. GECCO (Companion) 2017: 7-8 - [c25]Krzysztof Michalak:
The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem. GECCO (Companion) 2017: 155-156 - [c24]Krzysztof Michalak:
Reducing systemic risk in multiplex networks using evolutionary optimization. GECCO (Companion) 2017: 289-290 - [c23]Krzysztof Michalak
Simulation-based crossover for the firefighter problem. GECCO 2017: 601-608 - 2016
- [j9]Krzysztof Michalak
Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. Optim. Methods Softw. 31(2): 392-404 (2016) - [c22]Krzysztof Michalak
Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality. CEC 2016: 3491-3498 - [c21]Krzysztof Michalak
Sim-EDA: A Multipopulation Estimation of Distribution Algorithm Based on Problem Similarity. EvoCOP 2016: 235-250 - [c20]Krzysztof Michalak
Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting. EvoApplications (2) 2016: 248-265 - [c19]Piotr Lipinski
Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms. GECCO (Companion) 2016: 127-128 - 2015
- [j8]Krzysztof Michalak
Using an outward selective pressure for improving the search quality of the MOEA/D algorithm. Comput. Optim. Appl. 61(3): 571-607 (2015) - [c18]Krzysztof Michalak
The Sim-EA Algorithm with Operator Autoadaptation for the Multiobjective Firefighter Problem. EvoCOP 2015: 184-196 - [c17]Krzysztof Michalak
Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm. GECCO 2015: 1239-1246 - [c16]Patryk Filipiak, Krzysztof Michalak
Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics. GECCO (Companion) 2015: 1389-1390 - [c15]Krzysztof Michalak
Improving the NSGA-II Performance with an External Population. IDEAL 2015: 273-280 - [c14]Krzysztof Michalak
Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. IDEAL 2015: 281-289 - 2014
- [j7]Krzysztof Michalak
The effects of asymmetric neighborhood assignment in the MOEA/D algorithm. Appl. Soft Comput. 25: 97-106 (2014) - [c13]Krzysztof Michalak
Analysis of Dynamic Properties of Stock Market Trading Experts Optimized with an Evolutionary Algorithm. EvoApplications 2014: 264-275 - [c12]Krzysztof Michalak
Sim-EA: An Evolutionary Algorithm Based on Problem Similarity. IDEAL 2014: 191-198 - [c11]Krzysztof Michalak
Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator. IDEAL 2014: 199-206 - [c10]Adrian Lancucki, Jan Chorowski
Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems. IDEAL 2014: 457-464 - [c9]Krzysztof Michalak
Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem. IDEAL 2014: 484-491 - 2013
- [j6]Petr Hájek
Feature selection in corporate credit rating prediction. Knowl. Based Syst. 51: 72-84 (2013) - [c8]Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski:
Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods. EvoApplications 2013: 234-243 - 2012
- [c7]Krzysztof Michalak
Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds. AIMSA 2012: 202-211 - [c6]Patryk Filipiak, Krzysztof Michalak
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems. HAIS (1) 2012: 610-621 - 2011
- [j5]Krzysztof Michalak
Selection of numerical and Nominal Features Based on Probabilistic Dependence between Features. Appl. Artif. Intell. 25(8): 746-767 (2011) - [c5]Krzysztof Michalak, Jerzy Korczak:
Graph Mining Approach to Suspicious Transaction Detection. FedCSIS 2011: 69-75 - [c4]Patryk Filipiak, Krzysztof Michalak
Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. IDEAL 2011: 345-352 - [p1]Krzysztof Michalak, Bartlomiej Dzienkowski, Elzbieta Hudyma, Michal Stanek:
Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity. Computer Recognition Systems 4 2011: 249-258 - 2010
- [j4]Krzysztof Michalak, Feliks Jaroszyk:
The use of the cubic interpolation for the analysis of the medium- and high-dimensional chaotic signals. Bio Algorithms Med Syst. 6(12-S): 135-136 (2010) - [j3]Krzysztof Michalak, Feliks Jaroszyk:
The use of the shuffled signals for the estimation of the proper window width for the calculation of the dimensional complexity of the high-dimensional signals. Bio Algorithms Med Syst. 6(12-S): 137-138 (2010) - [j2]Krzysztof Michalak
Correlation based feature selection method. Int. J. Bio Inspired Comput. 2(5): 319-332 (2010)
2000 – 2009
- 2007
- [j1]Krzysztof Michalak
Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron. Theor. Comput. Sci. 371(1-2): 62-71 (2007) - 2006
- [c3]Krzysztof Michalak
Correlation-based Feature Selection Strategy in Neural Classification. ISDA (1) 2006: 741-746 - 2005
- [c2]Krzysztof Michalak, Halina Kwasnicka
Correlation Dimension and the Quality of Forecasts Given by a Neural Network. CiE 2005: 332-341 - [c1]Krzysztof Michalak
Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example. ISDA 2005: 100-105
Coauthor Index
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last updated on 2024-12-10 21:42 CET by the dblp team
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