Agata Kozina

Deep learning for grape variety recognition

Bogdan Franczyk, Marcin Hernes, Adrianna Kozierkiewicz et al. · Procedia Computer Science · 2020 · 48 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +13

Deep Learning for Customer Churn Prediction in E-Commerce Decision Support

Maciej Pondel, Maciej Wuczyński, Wiesława Gryncewicz et al. · Business Information Systems · 2021 · 33 citations · Full text

Engineering, Machine Learning, Data Science +15

Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network

Krzysztof Lutosławski, Marcin Hernes, Joanna Radomska et al. · IEEE Access · 2021 · 27 citations · Full text

Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks

Karolina Mateńczuk, Agata Kozina, Aleksandra Markowska et al. · Procedia Computer Science · 2021 · 24 citations · Full text

Engineering, Economic Forecasting, Data Science +19

Deep learning and forecasting in practice: an alternative costs case

Tomasz Zema, Agata Kozina, Adam Sulich et al. · Procedia Computer Science · 2022 · 14 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19