Litcius/Paper detail

A novel validation framework to enhance deep learning models in time-series forecasting

Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Panagiotis Pintelas

2020Neural Computing and Applications80 citationsDOI

Topics & Concepts

AutocorrelationComputer scienceTime seriesDeep learningArtificial intelligenceSeries (stratigraphy)Machine learningPartial autocorrelation functionReliability (semiconductor)EconometricsData miningMathematicsAutoregressive integrated moving averageStatisticsPower (physics)Quantum mechanicsPaleontologyPhysicsBiologyTime Series Analysis and ForecastingStock Market Forecasting MethodsComplex Systems and Time Series Analysis
A novel validation framework to enhance deep learning models in time-series forecasting | Litcius