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Agata Kozina
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Deep learning for grape variety recognition
B Franczyk, M Hernes, A Kozierkiewicz, A Kozina, M Pietranik, I Roemer, ...
Procedia Computer Science 176, 1211-1220, 2020
482020
Deep learning for customer churn prediction in e-commerce decision support
M Pondel, M Wuczyński, W Gryncewicz, Ł Łysik, M Hernes, A Rot, ...
Business Information Systems, 3-12, 2021
272021
Towards Industry 4.0: Functional and technological basis for ERP 4.0 Systems
A Bytniewski, K Matouk, A Rot, M Hernes, A Kozina
Towards Industry 4.0—Current Challenges in Information Systems, 3-19, 2020
262020
Food demand prediction using the nonlinear autoregressive exogenous neural network
K Lutoslawski, M Hernes, J Radomska, M Hajdas, E Walaszczyk, ...
IEEE Access 9, 146123-146136, 2021
202021
Financial time series forecasting: Comparison of traditional and spiking neural networks
K Mateńczuk, A Kozina, A Markowska, K Czerniachowska, ...
Procedia Computer Science 192, 5023-5029, 2021
182021
The functionalities of cognitive technology in management control system
A Bytniewski, K Matouk, A Chojnacka-Komorowska, M Hernes, ...
Asian Conference on Intelligent Information and Database Systems, 230-240, 2020
102020
Deep learning and forecasting in practice: an alternative costs case
T Zema, A Kozina, A Sulich, I Römer, M Schieck
Procedia Computer Science 207, 2958-2967, 2022
92022
Deep learning for repayment prediction in leasing companies
M Hernes, A Kozierkiewicz, M Maleszka, A Rot, A Kozina, K Matenczuk, ...
University of Piraeus. International Strategic Management Association, 2021
72021
Supporting investment decisions based on cognitive technology
P Oleksyk, M Hernes, B Nita, H Dudycz, A Kozina, J Janus
Towards Industry 4.0—Current Challenges in Information Systems, 41-59, 2020
72020
Using the FMEA method as a response to a customer complaint: a case study
S Dziuba, M Ingaldi, A Kozina, M Hernes
Revista Gestao & Tecnologia-Journal of Management and Technology 21 (1), 2021
62021
Shelf space allocation problem with horizontal shelf division
K Czerniachowska, K Lutosławski, A Kozina, K Mateńczuk, A Markowska, ...
Procedia Computer Science 192, 1550-1559, 2021
52021
8D report as the product improvement tool
ST Dziuba, M Ingaldi, A Kozina, M Hernes
Sistemas & Gestao 16 (2), 2021
42021
Data Quality Management in ERP Systems–Accounting Case
M Hernes, A Bytniewski, K Mateńczuk, A Rot, S Dziuba, M Fojcik, ...
International Conference on Computational Collective Intelligence, 353-362, 2020
42020
Between deep learning and alternative costs: bibliometric analysis
A Kozina, T Zema, A Sulich
Procedia Computer Science 207, 1842-1849, 2022
32022
Smart Payment Terminal in energy payment for electric and hybrid cars
P Dankiewicz, M Hernes, E Walaszczyk, P Tutak, I Chomiak-Orsa, A Rot, ...
Informatyka Ekonomiczna. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 2020
32020
Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method
M Bies, W Gryncewicz, A Kozina, M Hernes, A Rot, R Zygała
2021 11th International Conference on Advanced Computer Information …, 2021
22021
Cognitive Agent for the Quality Management in Flexographic Printing on Packages
J Janus, M Hernes, W Gryncewicz, A Rot, AM Kozina, A Markowska, ...
Handbook of research on autopoiesis and self-sustaining processes for …, 2021
22021
Prediction of the Delay Time of Public Transportation Using Machine Learning
A Piaskowska, M Hernes, E Walaszczyk, A Kozina, K Czerniachowska
International Conference on Computational Collective Intelligence, 283-294, 2024
2024
Data transformation in decision support using deep learning
A Kozina
2024
Data transformation review in deep learning
A Kozina
CEUR Workshop Proceedings 3716, 2024
2024
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