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University Degrees
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Research Interest
- Statistical Machine Learning
- Bioinformatics (Genomics and Proteomics)
- Functional Data Analysis
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Recent (selected) Publications
- H. Haghbin, Y. Zhao, and M. Maadooliat(@),
"Regularized multivariate functional principal component analysis for data observed on different domains," Foundations of Data Science (FoDS), Published, (2025)
- H. Haghbin(@), J. Trinka, and M. Maadooliat "Rfssa: An R package for functional singular spectrum analysis", The R Journal, Vol. 16, No. 2, 82-98, (2024)
- H. Haghbin, and M. Maadooliat(@)
"A journey from univariate to multivariate functional time series: A comprehensive review", WIREs Computational Statistics, Vol. 16, No. 1, e1640, (2024)
- J. Trinka, H. Haghbin, H. Shang and M. Maadooliat(@),
"Functional time series forecasting: Functional singular spectrum analysis approaches" (package, web tool),
Stat, Vol. 12, e621, (2023)
- J. Trinka, H. Haghbin and M. Maadooliat(@),
"Multivariate functional Singular Spectrum Analysis: A nonparametric approach for analyzing multivariate functional time series", a book chapter in "Emerging topics in statistics and biostatistics: Innovations in multivariate statistical modeling",
Springer, ISSN: 2524-7735, 187-221, (2022)
- H. Haghbin, S. M. Najibi, R. Mahmoudvand, J. Trinka and M. Maadooliat(@),
"Functional singular spectrum analysis" (package, web tool),
Stat (Special Issue in Statistics and Data Science), Vol. 10, e330, (2021)
- T. Chen, Y. Sun and M. Maadooliat(@),
"Collective spectral density estimation and clustering for spatially-correlated data",
Spatial Statistics, Vol. 38, 100451, (2020)
- M. Maadooliat(@), Y. Sun and T. Chen,
"Nonparametric collective spectral density estimation with an application to clustering the brain signals",
Statistics in Medicine, Vol. 37, No. 30, 4789-4806, (2018) (webtool)
- M. Maadooliat, L. Zhou, S.M. Najibi, X. Gao and J.Z. Huang(@),
"Collective estimation of multiple bivariate density functions with application to angular-sampling-based protein loop modeling",
Journal of the American Statistical Association, Vol. 111, No. 513, 43-56, (2016) (webtool)
- H.M. Kim, M. Maadooliat , R.B. Arellano-Valle and M.G. Genton(@),
"Skewed factor models using selection mechanism",
Journal of Multivariate Analysis, Vol.145, 162-177, (2016)
(@) : Corresponding author.
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Honors and Awards
- Way Klingler Young Scholar Award
(2016):
supports promising young scholars in critical stages of their careers following their third-year review.
The award is intended to fund $2,000 in operating cost and to cover a portion of salary to afford the recipient a one-semester release from teaching.
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