no code implementations • 1 Feb 2024 • Alicja Martinek, Szymon Łukasik, Amir H. Gandomi
Matching identical products present in multiple product feeds constitutes a crucial element of many tasks of e-commerce, such as comparing product offerings, dynamic price optimization, and selecting the assortment personalized for the client.
no code implementations • 31 Jan 2024 • Karolina Seweryn, Gabriel Chęć, Szymon Łukasik, Anna Wróblewska
The study contributes to the growing field of sports technology by demonstrating the practical benefits and limitations of integrating super-resolution techniques in football analytics and broadcasting.
no code implementations • 13 Dec 2023 • Natalia Ożegalska-Łukasik, Szymon Łukasik
In the contemporary interconnected world, the concept of cultural responsibility occupies paramount importance.
no code implementations • 21 Sep 2023 • Karolina Seweryn, Anna Wróblewska, Szymon Łukasik
Overall, this survey provides a valuable resource for researchers interested in the field of action scene understanding in soccer.
1 code implementation • 20 Dec 2022 • Maciej Krzywda, Szymon Łukasik, Amir H. Gandomi
Firstly, we investigate the architectures of Graph Neural Networks and their derivatives used in this area to provide accurate and explainable recommendations for the ensuing investigations.
no code implementations • 10 Aug 2022 • Sergiy Tkachuk, Anna Wróblewska, Jacek Dąbrowski, Szymon Łukasik
Recent years brought an increasing interest in the application of machine learning algorithms in e-commerce, omnichannel marketing, and the sales industry.
no code implementations • 31 May 2022 • Michał Możdżonek, Anna Wróblewska, Sergiy Tkachuk, Szymon Łukasik
We tested multilingual mBERT and XLM-RoBERTa models in English on Web Data Commons - training dataset and gold standard for large-scale product matching.