Ilia Kamyshev

According to our database, Ilia Kamyshev authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

HiFAKES: Synthetic Data for NILM Model Selection and Generalization Testing.

Ilia Kamyshev, Sahar Moghimian Hoosh, Henni Ouerdane

IEEE Access, 2026

2025

Fusion-ResNet: A Lightweight multi-label NILM Model Using PCA-ICA Feature Fusion.

Sahar Moghimian Hoosh, Ilia Kamyshev, Henni Ouerdane

CoRR, November, 2025

Indoor thermal comfort management: A Bayesian machine-learning approach to data denoising and dynamics prediction of HVAC systems.

Javier Penuela, Sahar Moghimian Hoosh, Ilia Kamyshev, Aldo Bischi, Henni Ouerdane

CoRR, July, 2025

Toward Explainable NILM: Real-Time Event-Based NILM Framework for High-Frequency Data.

Grigorii Gerasimov, Ilia Kamyshev, Sahar Moghimian Hoosh, Elena N. Gryazina, Henni Ouerdane

CoRR, January, 2025

Enhancing Non-Intrusive Load Monitoring with Features Extracted by Independent Component Analysis.

Sahar Moghimian Hoosh, Ilia Kamyshev, Henni Ouerdane

CoRR, January, 2025

2024

Physics-informed appliance signatures generator for energy disaggregation.

Ilia Kamyshev, Sahar Moghimian Hoosh, Henni Ouerdane

CoRR, 2024

2021

COLD: Concurrent Loads Disaggregator for Non-Intrusive Load Monitoring.

Ilia Kamyshev, Dmitrii Kriukov, Elena N. Gryazina

CoRR, 2021