Lightweight adaptive AI for novel real-time facial expression recognition.

Mardieva Sevara

Sabina Umirzakova Jushkin Baltayev Mardieva Sevara Muksimova Shakhnoza Lightweight adaptive AI for novel real-time facial expression recognition. 2026 115589 339 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2026.115589 db/journals/kbs/kbs339.html#UmirzakovaBSS26 streams/journals/kbs

Muksimova Shakhnoza Sabina Umirzakova Mardieva Sevara Nargiza Iskhakova Murodjon Sultanov Young Im Cho A lightweight attention-driven YOLOv5m model for improved brain tumor detection. 109893 2025 188 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.109893 db/journals/cbm/cbm188.html#ShakhnozaUSISC25 streams/journals/cbm

Sabina Umirzakova Muksimova Shakhnoza Mardieva Sevara Taeg Keun Whangbo Deep learning for multiple sclerosis lesion classification and stratification using MRI. 110078 2025 192 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110078 db/journals/cbm/cbm192.html#UmirzakovaSSW25 streams/journals/cbm

Sabina Umirzakova Mardieva Sevara Muksimova Shakhnoza Jushkin Baltayev Young Im Cho Iterative contextual and adaptive strategies for enhanced monocular depth estimation. 111898 2025 160 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111898 db/journals/eaai/eaai160.html#UmirzakovaSSBC25 streams/journals/eaai

Muksimova Shakhnoza Sabina Umirzakova Mardieva Sevara Nargiza Iskhakova Young Im Cho Video Captioning with Spatio-Temporal Graph Transformers. 194-207 2025 CISIM https://doi.org/10.1007/978-3-032-02406-0_14 conf/cisim/2025 db/conf/cisim/cisim2025.html#ShakhnozaUSIC25 streams/conf/cisim Sabina Umirzakova Muksimova Shakhnoza Mardieva Sevara Jushkin Baltayev Young Im Cho Breaking Barriers in Fire Detection - A Lightweight Model for Forest Surveillance. 223-232 2025 CISIM https://doi.org/10.1007/978-3-032-02406-0_16 conf/cisim/2025 db/conf/cisim/cisim2025.html#UmirzakovaSSBC25 streams/conf/cisim

Mardieva Sevara Shabir Ahmad Sabina Umirzakova M. J. Aashik Rasool Taeg Keun Whangbo Lightweight image super-resolution for IoT devices using deep residual feature distillation network. 111343 2024 285 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.111343 db/journals/kbs/kbs285.html#SevaraAURW24

Sabina Umirzakova Shabir Ahmad Mardieva Sevara Muksimova Shakhnoza Taeg Keun Whangbo Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy. 109866 2023 December 144 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109866 db/journals/pr/pr144.html#UmirzakovaASSW23

Muksimova Shakhnoza Sabina Umirzakova Mardieva Sevara Young-Im Cho Enhancing Medical Image Denoising with Innovative Teacher-Student Model-Based Approaches for Precision Diagnostics. 9502 2023 December 23 Sensors 23 https://doi.org/10.3390/s23239502 db/journals/sensors/sensors23.html#ShakhnozaUSC23

Muksimova Shakhnoza Mardieva Sevara Young-Im Cho Deep Encoder-Decoder Network-Based Wildfire Segmentation Using Drone Images in Real-Time. 6302 2022 December 14 Remote. Sens. 24 https://doi.org/10.3390/rs14246302 https://www.wikidata.org/entity/Q117437401 db/journals/remotesensing/remotesensing14.html#ShakhnozaSC22

Muksimova Shakhnoza Sabina Umirzakova Mardieva Sevara Young-Im Cho Novel Video Surveillance-Based Fire and Smoke Classification Using Attentional Feature Map in Capsule Networks. 98 2022 22 Sensors 1 https://doi.org/10.3390/s22010098 db/journals/sensors/sensors22.html#ShakhnozaSSC22

Shabir Ahmad Jushkin Baltayev Young-Im ChoYoung Im Cho Nargiza Iskhakova M. J. Aashik Rasool Muksimova Shakhnoza Murodjon Sultanov Sabina Umirzakova Taeg Keun Whangbo