66 citations · 69 across the 2 of their papers we have counts for
3 papers
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
Jacinto Carrasco, Irina Markova, David López +6
The research in anomaly detection lacks a unified definition of what represents an anomalous instance. Discrepancies in the nature itself of an anomaly lead to multiple paradigms o…
Lasso Estimation of an Interval-Valued Multiple Regression Model
Marta García Bárzana, Ana Colubi, Erricos John Kontoghiorghes
A multiple interval-valued linear regression model considering all the cross-relationships between the mids and spreads of the intervals has been introduced recently. A least-squar…
Extensions of linear regression models based on set arithmetic for interval data
Angela Blanco-Fernández, Marta García-Bárzana, Ana Colubi +1
Extensions of previous linear regression models for interval data are presented. A more flexible simple linear model is formalized. The new model may express cross-relationships be…