Author

Kinza Nazir

Observed name: Nazir, Kinza

Institution: Jeju National University

Observed institution: Jeju National University

ORCID: 0009-0007-6077-4453

Observed ORCID: 0009-0007-6077-4453

OpenAlex ID: A5105015266

Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks

2024 · Kinza Nazir, Jisoo Kim, et al. · IEEE Access · 45

Predictive PID Control for Automated Guided Vehicles Using Genetic Algorithm and Machine Learning

2025 · Kinza Nazir, Yong-Woon Kim, et al. · IEEE Access · 17

AETUnet: Enhancing Retinal Segmentation With Parameter-Efficient UNet Architecture and Lightweight Attention Mechanism

2025 · Kinza Nazir, Yung-Cheol Byun · IEEE Access · 13

Intelligent PI control for trajectory regulation in autonomous vehicles using a voting-based ensemble of statistical learning models

2026 · Kinza Nazir, Yong-Woon Kim, et al. · Control Engineering Practice · 4

Leveraging Data Augmentation to Improve Deep Transfer Learning Models for Diabetic Retinopathy Severity Classification

2025 · Kinza Nazir, Jisoo Kim, et al. · Lecture notes in electrical engineering · 3

High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention

2026 · Kinza Nazir, Sadiqa Jafari, et al. · IEEE Access · 2

Solar-mamba: A photovoltaic-aware state-space network for boundary-aware solar panel segmentation

2026 · Kinza Nazir, Sadiqa Jafari, et al. · Applied Energy

Generative AI meets classical control: hybrid few-shot PI tuning for autonomous robots

2026 · Kinza Nazir, Yong-Woon Kim, et al. · PeerJ Computer Science

SR-Mamba: A Structure-Retentive State-Space Network for Geometry-Aligned Photovoltaic Segmentation From Remote Sensing Imagery

2026 · Kinza Nazir, Yong-Woon Kim, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Works count: 11

Citation count: 84

H-index: 4

I10-index: 3