Krzysztof Lutoslawski

According to our database, Krzysztof Lutoslawski authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Impact of steering parameters in mushroom-picker heuristics for optimizing shelf space allocation with combined vertical and horizontal product categorization.

Kateryna Czerniachowska, Krzysztof Lutoslawski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

A Machine Learning Approach to Retail Customer Segmentation: Behaviour Analysis and Transition Probability Modelling.

Krzysztof Lutoslawski, Michal Nadolny, Pawel Golec

Proceedings of the Emerging Challenges in Intelligent Management Information Systems - Proceedings of 28th European Conference on Artificial Intelligence ECAI 2025, 2025

Mushroom Picker Heuristics for Shelf Space Allocation in Distribution Centre with Multi-criteria Product Segregation and Categorization.

Kateryna Czerniachowska, Krzysztof Lutoslawski

Proceedings of the Emerging Challenges in Intelligent Management Information Systems - Proceedings of 28th European Conference on Artificial Intelligence ECAI 2025, 2025

2024

Clustering Customers' Behavior of an Online Store Offering e-learning Courses Using Machine Learning.

Andrzej Dudek, Marcin Pelka, Krzysztof Lutoslawski, Marcin Hernes, Piotr Tutak, Ewa Walaszczyk

Proceedings of the Emerging Challenges in Intelligent Management Information Systems - Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024, 2024

Heuristics for Flexible Job Shop Scheduling Problem with Simultaneous Tasks Execution on Different Workplaces of a Single Machine.

Kateryna Czerniachowska, Krzysztof Lutoslawski, Bogdan Franczyk

Proceedings of the Emerging Challenges in Intelligent Management Information Systems - Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024, 2024

2023

Optimising order picking efficiency in a warehouse and distribution centre: A flexible flow shop scheduling approach.

Kateryna Czerniachowska, Krzysztof Lutoslawski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Prediction of Customer Purchases Using LSTM Deep Neural Network.

Krzysztof Lutoslawski, Marcin Hernes, Artur Rot, Cezary Olejarczyk

Proceedings of the Emerging Challenges in Intelligent Management Information Systems - Proceedings of 26th European Conference on Artificial Intelligence ECAI 2023, 2023

2022

A linearisation approach to solving a non-linear shelf space allocation problem with multi-oriented capping in retail store and distribution centre.

Kateryna Czerniachowska, Marcin Hernes, Krzysztof Lutoslawski

Oper. Res. Decis., 2022

Linearization technique for transformation non-linear shelf space allocation problem into a linear one.

Kateryna Czerniachowska, Krzysztof Lutoslawski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Heuristics for shelf space allocation problem with vertical and horizontal product categorization.

Kateryna Czerniachowska, Krzysztof Lutoslawski, Marcin Fojcik

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network.

Krzysztof Lutoslawski, Marcin Hernes, Joanna Radomska, Monika Hajdas, Ewa Walaszczyk, Agata Kozina

IEEE Access, 2021

Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks.

Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Dynamic programming approach for solving the retail shelf-space allocation problem.

Kateryna Czerniachowska, Krzysztof Lutoslawski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Shelf space allocation problem with horizontal shelf division.

Kateryna Czerniachowska, Krzysztof Lutoslawski, Agata Kozina, Karolina Matenczuk, Aleksandra Markowska, Adrianna Kozierkiewicz, Marcin Pietranik, Ingolf Römer, Martin Schieck

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021