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Nataliya Chukhrova
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- affiliation: University of Hamburg, Germany
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2020 – today
- 2024
- [j27]Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mohammad Rasouli:
Monitoring multistage healthcare processes using state space models and a machine learning based framework. Artif. Intell. Medicine 151: 102826 (2024) - [j26]Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova:
A neural network-based ARMA model for fuzzy time series data. Comput. Appl. Math. 43(8): 445 (2024) - [j25]Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova:
The partitioning ensemble control chart for on-line monitoring of high-dimensional image-based quality characteristics. Eng. Appl. Artif. Intell. 127(Part B): 107282 (2024) - [j24]Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova:
A learning system-based soft multiple linear regression model. Intell. Syst. Appl. 22: 200378 (2024) - [j23]Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova:
A fuzzy nonparametric regression model based on an extended center and range method. J. Comput. Appl. Math. 436: 115377 (2024) - [j22]Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova:
An explainable fused lasso regression model for handling high-dimensional fuzzy data. J. Comput. Appl. Math. 441: 115721 (2024) - [j21]Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova:
Fuzzy Nonlinear Regression Modeling With Radial Basis Function Networks. IEEE Trans. Fuzzy Syst. 32(4): 1733-1742 (2024) - 2023
- [j20]Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mahdiyeh Erfanian, Mahmoud Reza Azarpazhooh, Negar Morovatdar:
A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders. Artif. Intell. Medicine 146: 102689 (2023) - [j19]Ali Yeganeh, Nataliya Chukhrova, Arne Johannssen, Hatef Fotuhi:
A network surveillance approach using machine learning based control charts. Expert Syst. Appl. 219: 119660 (2023) - [j18]Nataliya Chukhrova, Arne Johannssen:
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming. Inf. Sci. 633: 141-157 (2023) - [j17]Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Saddam Akber Abbasi, Farhad Pourpanah:
Employing machine learning techniques in monitoring autocorrelated profiles. Neural Comput. Appl. 35(22): 16321-16340 (2023) - [j16]Gholamreza Hesamian, Nataliya Chukhrova, Arne Johannssen:
Statistical inference on quantiles of two independent populations under uncertainty. Soft Comput. 27(23): 17573-17583 (2023) - [j15]Arne Johannssen, Nataliya Chukhrova, Quanxin Zhu:
Symmetrical and Asymmetrical Distributions in Statistics and Data Science. Symmetry 15(12): 2140 (2023) - 2022
- [j14]Robab Afshari, Adel Ahmadi Nadi, Arne Johannssen, Nataliya Chukhrova, Kim Phuc Tran:
The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic. Comput. Ind. Eng. 172(Part): 108563 (2022) - [j13]Arne Johannssen, Nataliya Chukhrova, Philippe Castagliola:
The performance of the hypergeometric np chart with estimated parameter. Eur. J. Oper. Res. 296(3): 873-899 (2022) - [j12]Nataliya Chukhrova, Arne Johannssen:
Two-tailed hypothesis testing for the median with fuzzy categories applied to the detection of health risks. Expert Syst. Appl. 192: 116362 (2022) - [j11]Ali Yeganeh, Saddam Akbar Abbasi, Farhad Pourpanah, Alireza Shadman, Arne Johannssen, Nataliya Chukhrova:
An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring. Expert Syst. Appl. 204: 117572 (2022) - [j10]Raffael Förch Brenes, Arne Johannssen, Nataliya Chukhrova:
An intelligent bankruptcy prediction model using a multilayer perceptron. Intell. Syst. Appl. 16: 200136 (2022) - [j9]Arne Johannssen, Nataliya Chukhrova, Giovanni Celano, Philippe Castagliola:
A number-between-events control chart for monitoring finite horizon production processes. Qual. Reliab. Eng. Int. 38(4): 2110-2138 (2022) - 2021
- [j8]Nataliya Chukhrova, Arne Johannssen:
Fuzzy hypothesis testing: Systematic review and bibliography. Appl. Soft Comput. 106: 107331 (2021) - [j7]Nataliya Chukhrova, Arne Johannssen:
Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19. Int. J. Intell. Syst. 36(6): 2922-2963 (2021) - [j6]Nataliya Chukhrova, Arne Johannssen:
Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic. Int. J. Intell. Syst. 36(12): 7412-7442 (2021) - 2020
- [j5]Nataliya Chukhrova, Arne Johannssen:
Die Relevanz von Journal-Rankings im Fach Statistik an wirtschaftswissenschaftlichen Fakultäten aus Sicht zweier Nachwuchswissenschaftler. AStA Wirtschafts und Sozialstatistisches Arch. 14(1): 99-102 (2020) - [j4]Nataliya Chukhrova, Arne Johannssen:
Fuzzy hypothesis testing for a population proportion based on set-valued information. Fuzzy Sets Syst. 387: 127-157 (2020)
2010 – 2019
- 2019
- [j3]Nataliya Chukhrova, Arne Johannssen:
Fuzzy regression analysis: Systematic review and bibliography. Appl. Soft Comput. 84 (2019) - [j2]Nataliya Chukhrova, Arne Johannssen:
Improved control charts for fraction non-conforming based on hypergeometric distribution. Comput. Ind. Eng. 128: 795-806 (2019) - [j1]Nataliya Chukhrova, Arne Johannssen:
Hypergeometric p-chart with dynamic probability control limits for monitoring processes with variable sample and population sizes. Comput. Ind. Eng. 136: 681-701 (2019)
Coauthor Index
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last updated on 2024-11-07 20:33 CET by the dblp team
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