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stat.ME2025
Area-based epigraph and hypograph indices for functional outlier detection
Belen Pulido, Alba M. Franco-Pereira, Rosa E. Lillo +1
Detecting outliers in Functional Data Analysis is challenging because curves can stray from the majority in many different ways. The Modified Epigraph Index (MEI) and Modified Hypo…
stat.ME2025
Health Prognostics in Multi-sensor Systems Based on Multivariate Functional Data Analysis
Cevahir Yildirim, Alba M. Franco-Pereira, Rosa E. Lillo
Recent developments in big data analysis, machine learning, Industry 4.0, and IoT applications have enabled the monitoring and processing of multi-sensor data collected from system…