Agata Kozina

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Quality Management

Spiking Neural Networks

Financial Time Series Forecasting

Top Venues

FedCSIS (Position Papers)

Publications

Agata Kozina
Data transformation review in deep learning. AISD (2024)
Agata Kozina, Lukasz Kuzminski, Michal Nadolny, Karolina Mialkowska, Piotr Tutak, Jakub Janus, Filip Plotnicki, Ewa Walaszczyk, Artur Rot, Damian Dziembek, Robert Król
The default of leasing contracts prediction using machine learning. KES (2023)
Agata Kozina, Tomasz Zema, Adam Sulich
Between deep learning and alternative costs: bibliometric analysis. KES (2022)
Tomasz Zema, Agata Kozina, Adam Sulich, Ingolf Römer, Martin Schieck
Deep learning and forecasting in practice: an alternative costs case. KES (2022)
Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat
Generative Adversarial Networks for students' structure prediction. Preliminary research. FedCSIS (Position Papers) (2022)
Kateryna Czerniachowska, Krzysztof Lutoslawski, Agata Kozina, Karolina Matenczuk, Aleksandra Markowska, Adrianna Kozierkiewicz, Marcin Pietranik, Ingolf Römer, Martin Schieck
Shelf space allocation problem with horizontal shelf division. KES (2021)
Maciej Pondel, Maciej Wuczynski, Wieslawa Gryncewicz, Lukasz Lysik, Marcin Hernes, Artur Rot, Agata Kozina
Deep Learning for Customer Churn Prediction in E-Commerce Decision Support. BIS (2021)
Milosz Bies, Wieslawa Gryncewicz, Agata Kozina, Marcin Hernes, Artur Rot, Ryszard Zygala
Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method. ACIT (2021)
Krzysztof Lutoslawski, Marcin Hernes, Joanna Radomska, Monika Hajdas, Ewa Walaszczyk, Agata Kozina
Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network. IEEE Access 9 (2021)
Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak
Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks. KES (2021)
Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina
The Functionalities of Cognitive Technology in Management Control System. ACIIDS (2) (2020)
Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina
Data Quality Management in ERP Systems - Accounting Case. ICCCI (CCIS Volume) (2020)
Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Römer, Martin Schieck
Deep learning for grape variety recognition. KES (2020)