Correlation Dimension and the Quality of Forecasts Given by a Neural Network. - Krzysztof Michalak; Halina Kwasnicka (CiE, 2005)

Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example. - Krzysztof Michalak; Rafal Raciborski (ISDA, 2005)

Correlation-based Feature Selection Strategy in Neural Classification. - Krzysztof Michalak; Halina Kwasnicka (ISDA (1), 2006)

Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron. - Krzysztof Michalak; Halina Kwasnicka (Theor. Comput. Sci., 2007)

The use of the cubic interpolation for the analysis of the medium- and high-dimensional chaotic signals. - Krzysztof Michalak; Feliks Jaroszyk (Bio Algorithms Med Syst., 2010)

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. - Krzysztof Michalak; Feliks Jaroszyk (Bio Algorithms Med Syst., 2010)

Correlation based feature selection method. - Krzysztof Michalak; Halina Kwasnicka (Int. J. Bio Inspired Comput., 2010)

Graph Mining Approach to Suspicious Transaction Detection. - Krzysztof Michalak; Jerzy Korczak 001 (FedCSIS, 2011)

Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. - Patryk Filipiak; Krzysztof Michalak; Piotr Lipinski (IDEAL, 2011)

Selection of numerical and Nominal Features Based on Probabilistic Dependence between Features. - Krzysztof Michalak; Halina Kwasnicka; Ewa Watorek; Marian Klinger (Appl. Artif. Intell., 2011)

Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity. - Krzysztof Michalak; Bartlomiej Dzienkowski; Elzbieta Hudyma; Michal Stanek (Computer Recognition Systems 4, 2011)

Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds. - Krzysztof Michalak; Patryk Filipiak; Piotr Lipinski (AIMSA, 2012)

A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems. - Patryk Filipiak; Krzysztof Michalak; Piotr Lipinski (HAIS (1), 2012)

Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods. - Krzysztof Michalak; Patryk Filipiak; Piotr Lipinski (EvoApplications, 2013)

Feature selection in corporate credit rating prediction. - Petr Hájek 002; Krzysztof Michalak (Knowl. Based Syst., 2013)

Analysis of Dynamic Properties of Stock Market Trading Experts Optimized with an Evolutionary Algorithm. - Krzysztof Michalak (EvoApplications, 2014)

Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems. - Adrian Lancucki; Jan Chorowski; Krzysztof Michalak; Patryk Filipiak; Piotr Lipinski (IDEAL, 2014)

Sim-EA: An Evolutionary Algorithm Based on Problem Similarity. - Krzysztof Michalak (IDEAL, 2014)

Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem. - Krzysztof Michalak (IDEAL, 2014)

Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator. - Krzysztof Michalak; Patryk Filipiak; Piotr Lipinski (IDEAL, 2014)

The effects of asymmetric neighborhood assignment in the MOEA/D algorithm. - Krzysztof Michalak (Appl. Soft Comput., 2014)

The Sim-EA Algorithm with Operator Autoadaptation for the Multiobjective Firefighter Problem. - Krzysztof Michalak (EvoCOP, 2015)

Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics. - Patryk Filipiak; Krzysztof Michalak; Piotr Lipinski (GECCO (Companion), 2015)

Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm. - Krzysztof Michalak (GECCO, 2015)

Improving the NSGA-II Performance with an External Population. - Krzysztof Michalak (IDEAL, 2015)

Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. - Krzysztof Michalak (IDEAL, 2015)

Using an outward selective pressure for improving the search quality of the MOEA/D algorithm. - Krzysztof Michalak (Comput. Optim. Appl., 2015)

Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality. - Krzysztof Michalak; Adrian Lancucki; Piotr Lipinski (CEC, 2016)

Sim-EDA: A Multipopulation Estimation of Distribution Algorithm Based on Problem Similarity. - Krzysztof Michalak (EvoCOP, 2016)

Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting. - Krzysztof Michalak; Joshua D. Knowles (EvoApplications (2), 2016)

Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms. - Piotr Lipinski; Krzysztof Michalak; Adrian Lancucki (GECCO (Companion), 2016)

Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. - Krzysztof Michalak (Optim. Methods Softw., 2016)

Estimation of Distribution Algorithms for the Firefighter Problem. - Krzysztof Michalak (EvoCOP, 2017)

Simulation-based crossover for the firefighter problem. - Krzysztof Michalak (GECCO, 2017)

The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem. - Krzysztof Michalak (GECCO (Companion), 2017)

Reducing systemic risk in multiplex networks using evolutionary optimization. - Krzysztof Michalak (GECCO (Companion), 2017)

ED-LS - A heuristic local search for the multiobjective Firefighter Problem. - Krzysztof Michalak (Appl. Soft Comput., 2017)

An Evolutionary Algorithm with Practitioner's-Knowledge-Based Operators for the Inventory Routing Problem. - Piotr Lipinski; Krzysztof Michalak (EvoCOP, 2018)

Informed mutation operator using machine learning for optimization in epidemics prevention. - Krzysztof Michalak (GECCO, 2018)

ED-LS: a heuristic local search for the firefighter problem. - Krzysztof Michalak (GECCO (Companion), 2018)

Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk. - Krzysztof Michalak (IDEAL (1), 2018)

Crossover Operator Using Knowledge Transfer for the Firefighter Problem. - Krzysztof Michalak (IDEAL (1), 2018)

Multidimensional time series feature engineering by hybrid evolutionary approach. - Piotr Lipinski; Krzysztof Michalak (GECCO (Companion), 2019)

Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem. - Piotr Lipinski; Krzysztof Michalak (GECCO (Companion), 2019)

Surrogate-based optimization for reduction of contagion susceptibility in financial systems. - Krzysztof Michalak (GECCO, 2019)

Evolutionary optimization of epidemic control strategies for livestock disease prevention. - Krzysztof Michalak (GECCO (Companion), 2019)

Solving the parameterless firefighter problem using multiobjective evolutionary algorithms. - Krzysztof Michalak (GECCO (Companion), 2019)

Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization. - Krzysztof Michalak (IEEE Trans. Evol. Comput., 2019)

Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases. - Krzysztof Michalak (EvoApplications, 2020)

Evolutionary Graph-Based V+E Optimization for Protection Against Epidemics. - Krzysztof Michalak (PPSN (2), 2020)

Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets. - Adane Nega Tarekegn; Krzysztof Michalak; Mario Giacobini (SN Comput. Sci., 2020)

Generating hard inventory routing problem instances using evolutionary algorithms. - Krzysztof Michalak (GECCO, 2021)

Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem. - Krzysztof Michalak (KES, 2021)

Evolutionary Algorithm Using Random Immigrants for the Multiobjective Travelling Salesman Problem. - Krzysztof Michalak (KES, 2021)

A review of methods for imbalanced multi-label classification. - Adane Nega Tarekegn; Mario Giacobini; Krzysztof Michalak (Pattern Recognit., 2021)

The influence of uncertainties on optimization of vaccinations on a network of animal movements. - Krzysztof Michalak; Mario Giacobini (Soft Comput., 2021)

Required Quality of Service attributes in the context of various types of Web Services. - Maksymilian Iwanow; Helena Dudycz; Krzysztof Michalak (FedCSIS (Communication Papers), 2022)

Classifier-based evolutionary multiobjective optimization for the graph protection problem. - Krzysztof Michalak (Appl. Soft Comput., 2022)

Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control. - Krzysztof Michalak (EMO, 2023)

Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. - Krzysztof Michalak; Mario Giacobini (EMO, 2023)

Classifier-based evolutionary multiobjective optimization for the graph protection problem: Hot-off-the-Press Track at GECCO 2023. - Krzysztof Michalak (GECCO Companion, 2023)

Evolutionary Neural Networks for Livestock Disease Prevention. - Krzysztof Michalak; Mario Giacobini (GECCO Companion, 2023)

Channel Configuration for Neural Architecture: Insights from the Search Space. - Sarah L. Thomson; Gabriela Ochoa; Nadarajen Veerapen; Krzysztof Michalak (GECCO, 2023)

Does the default pecking order impact systemic risk? Evidence from Brazilian data. - Michel Alexandre; Thiago Christiano Silva 001; Krzysztof Michalak; Francisco Aparecido Rodrigues (Eur. J. Oper. Res., 2023)

Knowledge-based optimization algorithm for the inventory routing problem. - Krzysztof Michalak; Piotr Lipinski (Soft Comput., 2023)

Evolutionary algorithm with a regression model for multiobjective minimization of systemic risk in financial systems. - Krzysztof Michalak (Soft Comput., 2024)

Predicting Multiple Outcomes Associated with Frailty based on Imbalanced Multi-label Classification. - Adane Nega Tarekegn; Krzysztof Michalak; Giuseppe Costa; Fulvio Ricceri; Mario Giacobini (J. Heal. Informatics Res., 2024)

Knowledge-based optimization in epidemics prevention. - Krzysztof Michalak (Soft Comput., 2025)