Nataliya Chukhrova

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Hypothesis Test

Measurement Errors

Regression Model

Top Venues

Expert Syst. Appl.

Comput. Ind. Eng.

Artif. Intell. Medicine

Intell. Syst. Appl.

Publications

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 (2024)
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) (2024)
Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova
A learning system-based soft multiple linear regression model. Intell. Syst. Appl. 22 (2024)
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
Fuzzy Nonlinear Regression Modeling With Radial Basis Function Networks. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
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 (2024)
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
An explainable fused lasso regression model for handling high-dimensional fuzzy data. J. Comput. Appl. Math. 441 (2024)
Ali Yeganeh, Nataliya Chukhrova, Arne Johannssen, Hatef Fotuhi
A network surveillance approach using machine learning based control charts. Expert Syst. Appl. 219 (2023)
Gholamreza Hesamian, Nataliya Chukhrova, Arne Johannssen
Statistical inference on quantiles of two independent populations under uncertainty. Soft Comput. 27 (23) (2023)
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Saddam Akber Abbasi, Farhad Pourpanah
Employing machine learning techniques in monitoring autocorrelated profiles. Neural Comput. Appl. 35 (22) (2023)
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 (2023)
Arne Johannssen, Nataliya Chukhrova, Quanxin Zhu
Symmetrical and Asymmetrical Distributions in Statistics and Data Science. Symmetry 15 (12) (2023)
Nataliya Chukhrova, Arne Johannssen
charts for monitoring the process fraction nonconforming. Inf. Sci. 633 (2023)
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 (2022)
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) (2022)
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) (2022)
Arne Johannssen, Nataliya Chukhrova, Philippe Castagliola
The performance of the hypergeometric np chart with estimated parameter. Eur. J. Oper. Res. 296 (3) (2022)
Raffael Förch Brenes, Arne Johannssen, Nataliya Chukhrova
An intelligent bankruptcy prediction model using a multilayer perceptron. Intell. Syst. Appl. 16 (2022)
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 (2022)
Nataliya Chukhrova, Arne Johannssen
Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19. Int. J. Intell. Syst. 36 (6) (2021)
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) (2021)
Nataliya Chukhrova, Arne Johannssen
Fuzzy hypothesis testing: Systematic review and bibliography. Appl. Soft Comput. 106 (2021)
Nataliya Chukhrova, Arne Johannssen
Fuzzy hypothesis testing for a population proportion based on set-valued information. Fuzzy Sets Syst. 387 (2020)
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) (2020)
Nataliya Chukhrova, Arne Johannssen
Improved control charts for fraction non-conforming based on hypergeometric distribution. Comput. Ind. Eng. 128 (2019)
Nataliya Chukhrova, Arne Johannssen
Fuzzy regression analysis: Systematic review and bibliography. Appl. Soft Comput. 84 (2019)
Nataliya Chukhrova, Arne Johannssen
-chart with dynamic probability control limits for monitoring processes with variable sample and population sizes. Comput. Ind. Eng. 136 (2019)