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Mina Aminghafari
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Multivariate denoising using wavelets and principal component analysis
M Aminghafari, N Cheze, JM Poggi
Computational Statistics & Data Analysis 50 (9), 2381-2398, 2006
2632006
Forecasting time series using wavelets
M Aminghafari, JM Poggi
International Journal of Wavelets, Multiresolution and Information …, 2007
442007
Nonstationary time series forecasting using wavelets and kernel smoothing
M Aminghafari, JM Poggi
Communications in Statistics-Theory and Methods 41 (3), 485-499, 2012
142012
A novel wavelet artificial neural networks method to predict non-stationary time series
M Ghanbarzadeh, M Aminghafari
Communications in statistics-theory and methods 49 (4), 864-878, 2020
92020
A new hybrid-multiscale SSA prediction of non-stationary time series
M Ghanbarzadeh, M Aminghafari
Fluctuation and Noise Letters 15 (01), 1650005, 2016
92016
A fuzzy-wavelet denoising technique with applications to noise reduction in audio signals
MJ Davoudabadi, M Aminghafari
Journal of Intelligent & Fuzzy Systems 33 (4), 2159-2169, 2017
82017
Robust nonparametric regression for heavy-tailed data
F Gorji, M Aminghafari
Journal of Agricultural, Biological and Environmental Statistics 25, 277-291, 2020
62020
Functional data clustering using K-means and random projection with applications to climatological data
M Ashkartizabi, M Aminghafari
Stochastic environmental research and risk assessment 32, 83-104, 2018
62018
Application and comparison of different linear classification methods for breast cancer diagnosis
S Zarei, M Aminghafari, H Zali
Int. J. Analy. Phar. and Biom. Sci 4 (2), 123-129, 2015
52015
Solving noisy ICA using multivariate wavelet denoising with an application to noisy latent variables regression
V Nassiri, M Aminghafari, A Mohammad-Djafari
Communications in Statistics-Theory and Methods 43 (10-12), 2297-2310, 2014
52014
Identifying similar functional modules by a new hybrid spectral clustering method
S Madani, K Faez, M Aminghafari
IET SYSTEMS BIOLOGY 12 (1), 2012
52012
On the expected absolute value of a bivariate normal distribution
SRH Shojaie, M Aminghafari, A Mohammadpour
Journal of Statistics Theory and Applications 11 (4), 371-377, 2012
52012
Least median of squares regression
M Aminghafari, N Cheze, JM Poggi
Comput. Stat. Data Anal 50, 2381-2398, 2006
52006
A modified F-test for hypothesis testing in large-scale data
M Salehi, A Mohammadpour, M Mohammadi, M Aminghafari
Journal of Biopharmaceutical Statistics 28 (6), 1078-1089, 2018
42018
Using bivariate Gaussian distribution for image denoising in the 2-D complex wavelet domain
A Rekabdar, O Khayat, N Khatib, M Aminghafari
2010 6th Iranian Conference on Machine Vision and Image Processing, 1-6, 2010
42010
Denoising heavy-tailed data using a novel robust non-parametric method based on quantile regression
F Gorji, M Aminghafari
Fluctuation and Noise Letters 16 (03), 1750029, 2017
22017
Prediction of periodically correlated processes by wavelet transform and multivariate methods with applications to climatological data
M Ghanbarzadeh, M Aminghafari
Theoretical and applied climatology 120, 433-444, 2015
22015
A new type of generalized information criterion for regularization parameter selection in penalized regression with application to treatment process data
AH Ghatari, M Aminghafari
Journal of Biopharmaceutical Statistics, 1-25, 2023
12023
Multivariate denoising and missing data estimation for heavy-tailed signals
F Gorji, M Aminghafari
Fluctuation and Noise Letters 18 (03), 1950016, 2019
12019
A modified two-sample t-test based on permutation method for large-scale data
M Salehi, A Mohammadpour, M Mohammadi, M Aminghafari
Communications in Statistics-Simulation and Computation 48 (2), 372-384, 2019
12019
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Articles 1–20