Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →KONUX deploys modular IoT sensors on railway infrastructure – primarily switches – and applies AI to the resulting sensor data for predictive maintenance, with its Switch product forecasting failure risk up to four months ahead. The company reports 500 million recorded train traces across 6,000 monitored assets, with customers including Deutsche Bahn and Network Rail.
Sensor / Time-series