Stavros Sykiotis

机构：National Technical University of Athens · ORCID：0000-0001-7013-0626

发表论文 24 篇 · 总被引 310 次 · h-index 8

代表论文

• ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring (2022 · Sensors · 被引 82)
• A few-shot U-Net deep learning model for lung cancer lesion segmentation via PET/CT imaging (2022 · Biomedical Physics & Engineering Express · 被引 58)
• Performance-Aware NILM Model Optimization for Edge Deployment (2023 · IEEE Transactions on Green Communications and Networking · 被引 51)
• Unlocking the potential of smart EV charging: A user-oriented control system based on Deep Reinforcement Learning (2024 · Electric Power Systems Research · 被引 21)
• Towards generalizable Federated Learning in medical imaging: A real-world case study on mammography data (2025 · Computational and Structural Biotechnology Journal · 被引 19)
• OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation (2023 · IEEE Transactions on Consumer Electronics · 被引 19)