Numan Emre Gümüş

Convolutional neural network - Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups

Mesut Ersin Sönmez, Numan Eczacıoğlu, Numan Emre Gümüş et al. · Algal Research · 2021 · 86 citations · Full text

Biology, Support Vector Machine, Classification Method +12

Deep learning-based classification of microalgae using light and scanning electron microscopy images

Mesut Ersin Sönmez, Betül ALTINSOY, Betül Yılmaz Öztürk et al. · Micron · 2023 · 25 citations · Full text

Biology, Microscope Image Processing, Microscopy +9

Heavy metal bioaccumulation in fish: ımplications for human health risk assessment in ten commercial fish species from Konya, Türkiye

H. A. A. Almafrachi, Numan Emre Gümüş, IT Ocal · International Journal of Environmental Science and Technology · 2024 · 20 citations · Full text

Nutrition, Muscle Tissue, Ecotoxicity +18

Enhancing microalgae classification accuracy in marine ecosystems through convolutional neural networks and support vector machines

Mesut Ersin Sönmez, Numan Emre Gümüş, Numan Eczacıoğlu et al. · Marine Pollution Bulletin · 2024 · 19 citations