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Agata Kozina
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 13
Top Topics
Deep Learning
Quality Management
Spiking Neural Networks
Financial Time Series Forecasting
Top Venues
KES
ACIT
AISD
FedCSIS (Position Papers)
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Publications
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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)