An effective approach to the two-dimensional rectangular packing problem in the manufacturing industry. - Hüseyin Firat; Nuh Alpaslan (Comput. Ind. Eng., 2020)

Classification of Hyperspectral Images Using 3D CNN Based ResNet50. - Hüseyin Firat; Davut Hanbay (SIU, 2021)

Uzaktan algılamada derin öğrenme tabanlı hiperspektral uydu görüntülerinin sınıflandırılması (Classification of deep learning based hyperspectral satellite images in remote sensing) - Hüseyin Firat (2022)

3D residual spatial-spectral convolution network for hyperspectral remote sensing image classification. - Hüseyin Firat; Mehmet Emin Asker; Mehmet Ílyas Bayindir; Davut Hanbay (Neural Comput. Appl., 2023)

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification. - Hüseyin Firat; Mehmet Emin Asker; Mehmet Ílyas Bayindir; Davut Hanbay (Neural Process. Lett., 2023)

Swin transformer-based fork architecture for automated breast tumor classification. - Hüseyin Üzen; Hüseyin Firat; Orhan Atila; Abdulkadir Sengür (Expert Syst. Appl., 2024)

ConvNext Mixer-Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images. - Hüseyin Firat; Hüseyin Üzen; Davut Hanbay; Abdulkadir Sengür (Int. J. Imaging Syst. Technol., 2024)

The PACIFIC ontology for heterogeneous data management in cardiology. - Amel Raboudi; Pierre-Yves Hervé; Marianne Allanic; Philippe Boutinaud; Jean-Joseph Christophe; Hüseyin Firat; Élie Mousseaux; Mathieu Pernot; Pierre Prot; Alfonso Sartorius-Carvajal; Frédérique Chézalviel-Guilbert; Jean-Sébastien Hulot (J. Biomed. Informatics, 2024)

Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model. - Hüseyin Firat (Neural Comput. Appl., 2024)

Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset. - Ayse Ayyüce Demirbas; Hüseyin Üzen; Hüseyin Firat (Health Inf. Sci. Syst., 2024)

A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification. - Hüseyin Üzen; Hüseyin Firat (Health Inf. Sci. Syst., 2024)

Automated efficient traffic gesture recognition using swin transformer-based multi-input deep network with radar images. - Hüseyin Firat; Hüseyin Üzen; Orhan Atila; Abdulkadir Sengür (Signal Image Video Process., 2025)

DXDSENet-CM model: an ensemble learning model based on depthwise Squeeze-and-Excitation ConvMixer architecture for the classification of multi-class skin lesions. - Hüseyin Firat; Hüseyin Üzen (Multim. Tools Appl., 2025)