Agata Kozina - RankMe

16 papers B 6Journal 1Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Data transformation review in deep learning. AISD Agata Kozina
2024	—	`conf`	One Hot Encoding and Hashing_Trick Transformation - Performance Comparision. ACIT Agata Kozina, Michal Nadolny, Marcin Hernes, Ewa Walaszczyk, Artur Rot
2024	—	`conf`	Predicting Prosumption Survey Response using Machine Learning. ACIT Ewa Walaszczyk, Michal Nadolny, Agata Kozina, Marcin Hernes, Artur Rot
2024	—	`conf`	Prediction of the Delay Time of Public Transportation Using Machine Learning. ICCCI (CCIS Volume 1) Alicja Piaskowska, Marcin Hernes, Ewa Walaszczyk, Agata Kozina, Kateryna Czerniachowska
2023	B	`conf`	The default of leasing contracts prediction using machine learning. KES Agata Kozina, Lukasz Kuzminski, Michal Nadolny, Karolina Mialkowska, Piotr Tutak, Jakub Janus, Filip Plotnicki, Ewa Walaszczyk, Artur Rot, Damian Dziembek, Robert Król
2022	B	`conf`	Between deep learning and alternative costs: bibliometric analysis. KES Agata Kozina, Tomasz Zema, Adam Sulich
2022	B	`conf`	Deep learning and forecasting in practice: an alternative costs case. KES Tomasz Zema, Agata Kozina, Adam Sulich, Ingolf Römer, Martin Schieck
2022	—	`conf`	Generative Adversarial Networks for students' structure prediction. Preliminary research. FedCSIS (Position Papers) Agata Kozina, Zdzislaw Kes, Marcin Hernes, Pawel Golec, Krzysztof Nowosielski, Olena Sidor, Korlan Zhanat
2021	—	`conf`	Deep Learning for Customer Churn Prediction in E-Commerce Decision Support. BIS Maciej Pondel, Maciej Wuczynski, Wieslawa Gryncewicz, Lukasz Lysik, Marcin Hernes, Artur Rot, Agata Kozina
2021	B	`conf`	Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks. KES Karolina Matenczuk, Agata Kozina, Aleksandra Markowska, Kateryna Czerniachowska, Klaudia Kaczmarczyk, Pawel Golec, Marcin Hernes, Krzysztof Lutoslawski, Adrianna Kozierkiewicz, Marcin Pietranik, Artur Rot, Mykola Dyvak
2021	J	`jnl`	Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network. IEEE Access Krzysztof Lutoslawski, Marcin Hernes, Joanna Radomska, Monika Hajdas, Ewa Walaszczyk, Agata Kozina
2021	—	`conf`	Reduction of Information Asymmetry in the Used Car Market Using the Random Forest Method. ACIT Milosz Bies, Wieslawa Gryncewicz, Agata Kozina, Marcin Hernes, Artur Rot, Ryszard Zygala
2021	B	`conf`	Shelf space allocation problem with horizontal shelf division. KES Kateryna Czerniachowska, Krzysztof Lutoslawski, Agata Kozina, Karolina Matenczuk, Aleksandra Markowska, Adrianna Kozierkiewicz, Marcin Pietranik, Ingolf Römer, Martin Schieck
2020	—	`conf`	Data Quality Management in ERP Systems - Accounting Case. ICCCI (CCIS Volume) Marcin Hernes, Andrzej Bytniewski, Karolina Matenczuk, Artur Rot, Szymon Dziuba, Marcin Fojcik, Tran Luong Nguyet, Pawel Golec, Agata Kozina
2020	B	`conf`	Deep learning for grape variety recognition. KES Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz, Agata Kozina, Marcin Pietranik, Ingolf Römer, Martin Schieck
2020	—	`conf`	The Functionalities of Cognitive Technology in Management Control System. ACIIDS (2) Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina