Identifying novelties and anomalies for incremental learning in streaming time series forecasting
Laura Melgar-García, David Gutiérrez‐Avilés, Cristina Rubio-Escudero, Alicia Troncoso
Topics & Concepts
Computer scienceTime seriesData streamSeries (stratigraphy)Concept driftStreaming dataData stream miningData miningReal-time dataSequence (biology)Machine learningArtificial intelligenceReal-time computingBiologyTelecommunicationsPaleontologyGeneticsWorld Wide WebData Stream Mining TechniquesAnomaly Detection Techniques and ApplicationsTime Series Analysis and Forecasting