Pawel Golec

According to our database, Pawel Golec authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Usability of LLM-driven loss function in Automatic Prompt Engineering for e-commerce.

Marcin Koralewski, Filip Dratwinski, Pawel Golec

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

2024

Prediction of the Importance of Factors Influencing Co-sharing Attitudes Using Machine Learning.

Ewa Walaszczyk, Michal Nadolny, Artur Rot, Pawel Golec, Mykola Dyvak

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

2023

Forecasting e-learning Course Purchases Using Deep Learning Based on Customer Retention.

Pawel Golec, Marcin Hernes, Tomasz Sajewski, Ewa Walaszczyk, Artur Rot, Marcin Fojcik, Tomasz Turek, Damian Dziembek

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

2022

Machine learning in the enrolment management process: a case study of using GANs in postgraduate students' structure prediction.

Bartlomiej Nita, Krzysztof Nowosielski, Zdzislaw Kes, Olena Sidor, Piotr Oleksyk, Ewa Walaszczyk, Pawel Golec, Aleksandra Zaniewska, Tomasz Turek, Robert Krol

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

Generative Adversarial Networks for students' structure prediction. Preliminary research.

Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat

Proceedings of the Position Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

Book Recommendation Using Collaborative Filtering Technology.

Karolina Cwojdzinska, Marcin Hernes, Wieslawa Gryncewicz, Artur Rot, Pawel Golec

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

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

Machine learning for liquidity prediction on Vietnamese stock market.

Pham Quoc Khang, Klaudia Kaczmarczyk, Piotr Tutak, Pawel Golec, Katarzyna Kuziak, Radoslaw Depczynski, Marcin Hernes, Artur Rot

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

2020

Data Quality Management in ERP Systems - Accounting Case.

Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina

Proceedings of the Advances in Computational Collective Intelligence, 2020

Gesture Detection in Digital Image Processing based on the Use of Convolutional Neuronal Networks.

Pawel Golec, Wieslawa Gryncewicz, Krzysztof Hauke, Marcin Hernes, Artur Rot

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020