I. Kamyshev

发表论文 12 篇 · 总被引 31 次 · h-index 3

代表论文

• COLD: Concurrent Loads Disaggregator for Non-Intrusive Load Monitoring (2021 · 2025 IEEE Kiel PowerTech · 被引 15)
• Indoor thermal comfort management: A Bayesian machine-learning approach to data denoising and dynamics prediction of HVAC systems (2025 · Journal of Building Engineering · 被引 6)
• Toward Explainable NILM: Real-Time Event-Based NILM Framework for High-Frequency Data (2025 · 2025 IEEE Kiel PowerTech · 被引 5)
• Physics-Informed Appliance Signatures Generator for Energy Disaggregation (2023 · 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2) · 被引 3)
• Enhancing Non-Intrusive Load Monitoring with Features Extracted by Independent Component Analysis (2025 · 2025 7th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE) · 被引 2)
• Edframe: Open-Source Library for End-to-End Energy Disaggregation in Python (2023 · 2023 IEEE Belgrade PowerTech · 被引 2)