Search Results for author: Hossein Haghbin

Found 3 papers, 0 papers with code

Regularized Multivariate Functional Principal Component Analysis

no code implementations24 Jun 2023 Hossein Haghbin, Yue Zhao, Mehdi Maadooliat

Multivariate Functional Principal Component Analysis (MFPCA) is a valuable tool for exploring relationships and identifying shared patterns of variation in multivariate functional data.

Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches

no code implementations26 Nov 2020 Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat

In this paper, we propose two nonparametric methods used in the forecasting of functional time-dependent data, namely functional singular spectrum analysis recurrent forecasting and vector forecasting.

Time Series Time Series Forecasting

Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains

no code implementations6 Jun 2020 Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat

In this work, we develop multivariate functional singular spectrum analysis (MFSSA) over different dimensional domains which is the functional extension of multivariate singular spectrum analysis (MSSA).

Time Series Time Series Analysis

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