List of publications

Most articles (48 out of 52) were published in journals from the first quartile (Q1) of disciplines "Artificial Intelligence", "Statistics & Probability" and "Industrial Engineering", often among the top 5%. These journals are also regularly represented in international rankings with an A/A* rating (such as in ABDC, ARC, HCERES, VHB).

2024 (18 publications)

Monitoring multistage healthcare processes using state space models and a machine learning based framework (with A. Yeganeh, N. Chukhrova & M. Rasouli). Artificial Intelligence in Medicine, 151, 102826.

Monitoring epidemic processes under political measures (with N. Chukhrova & O. Plate). Statistics in Medicine, 43(11), pp. 2122-2160.

Fuzzy nonlinear regression modeling with radial basis function networks (with G. Hesamian & N. Chukhrova). IEEE Transactions on Fuzzy Systems, 32(4), pp. 1733-1742.

On arithmetic operations of LR fuzzy numbers with different shape functions (with G. Hesamian). IEEE Transactions on Fuzzy Systems, in press.

A learning system-based soft multiple linear regression model (with G. Hesamian, F. Torkian & N. Chukhrova). Intelligent Systems with Applications, 22, 200378.

A neural network-based ARMA model for fuzzy time series data (with G. Hesamian & N. Chukhrova). Computational and Applied Mathematics, in press.

Designing economic-statistical Hotelling's T² control charts for monitoring linear profiles under uncertainty of parameters (with M. Shojaee, S. Jafarian-Namin, S. Noori & F. Hassanvand). Journal of Statistical Computation and Simulation, in press.

Assessing the economic-statistical performance of an attribute SVSSI np control chart based on genetic algorithms (with M. Shojaee, S. Noori, S. Jafarian-Namin & H. Rasay). Computers & Industrial Engineering, 197, 110401.

Adaptive EWMA control charts for the Rayleigh distribution (with A. Saghir, Z. Khan & X. Hu). Computers & Industrial Engineering, 196, 110505.

Mathematical data science with applications in business, industry, and medicine (with N. Chukhrova). Mathematics, 12(17), 2756.

Survival analysis based on an enhanced Rayleigh-inverted Weibull model (with M. Elgarhy, M. Kayid & M. Elsehetry). Heliyon, 10(16), e35851.

Estimation methods based on ranked set sampling for the power logarithmic distribution (with N. Alsadat, A. S. Hassan, M. Elgarhy & A. M. Gemeay). Scientific Reports, 14, 17652.

An extended Rayleigh Weibull model with actuarial measures and applications (with M. Elgarhy & M. Kayid). Heliyon, 10(11), e32143.

The development of an extended Weibull model with applications to medicine, industry and actuarial sciences (with M. Imran, N. Alsadat, M. H. Tahir, F. Jamal, M. Elgarhy & H. Ahmad). Scientific Reports, 14, 12338.

Integration of production-maintenance planning and monitoring simple linear profiles via Hotelling's T² control chart and particle swarm optimization (with M. Shojaee, S. Noori & S. Jafarian-Namin). Computers & Industrial Engineering, 188, 109864.

The partitioning ensemble control chart for online monitoring of high-dimensional image-based quality characteristics (with A. Yeganeh & N. Chukhrova). Engineering Applications of Artificial Intelligence, 127, Part B, 107282.

An explainable fused lasso regression model for handling high-dimensional fuzzy data (with G. Hesamian & N. Chukhrova). Journal of Computational and Applied Mathematics, 441, 115721.

A fuzzy nonparametric regression model based on an extended center and range method (with G. Hesamian, F. Torkian & N. Chukhrova). Journal of Computational and Applied Mathematics, 436, 115377.

2023 (9 publications)

A monitoring framework for health care processes using generalized additive models and autoencoders (with A. Yeganeh, N. Chukhrova, M. Erfanian, M. R. Azarpazhooh & N. Morovatdar). Artificial Intelligence in Medicine, 146, 102689.

Symmetrical and asymmetrical distributions in statistics and data science (with N. Chukhrova & Q. Zhu). Symmetry, 15(12), 2140.

Statistical inference on quantiles of two independent populations under uncertainty (with G. Hesamian & N. Chukhrova). Soft Computing, 27, pp. 17573-17583.

An exponential autoregressive time series model for complex data (with G. Hesamian, F. Torkian & N. Chukhrova). Mathematics, 11(19), 4022.

A three-stage nonparametric kernel-based time series model based on fuzzy data (with G. Hesamian & N. Chukhrova). Mathematics, 11(13), 2800.

Artificial intelligence algorithms for collaborative book recommender systems (with C. Tegetmeier & N. Chukhrova). Annals of Data Science, in press.

Employing machine learning techniques for monitoring autocorrelated profiles (with A. Yeganeh, N. Chukhrova, S. A. Abbasi & F. Pourpanah). Neural Computing and Applications, 35, pp. 16321-16340.

Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming. (with N. Chukhrova). Information Sciences, 633, pp. 141-157.

A network surveillance approach using machine learning based control charts (with A. Yeganeh, N. Chukhrova & H. Fotuhi). Expert Systems with Applications, 219, 119660.

2022 (6 publications)

The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic (with R. Afshari, A. Ahmadi Nadi, N. Chukhrova & K. P. Tran). Computers & Industrial Engineering, 172, Part A, 108563.

An intelligent bankruptcy prediction model using a multilayer perceptron (with R. Brenes & N. Chukhrova). Intelligent Systems with Applications, 16, 200136.

An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring (with A. Yeganeh, S. A. Abbasi, F. Pourpanah, A. Shadman & N. Chukhrova). Expert Systems with Applications, 204, 117572.

A number-between-events control chart for monitoring finite horizon production processes (with N. Chukhrova, P. Castagliola & G. Celano). Quality and Reliability Engineering International, 38(4), pp. 2110-2138.

Two-tailed hypothesis testing for the median with fuzzy categories applied to the detection of health risks (with N. Chukhrova). Expert Systems with Applications, 192, 116362.

The performance of the hypergeometric np chart with estimated parameter (with N. Chukhrova & P. Castagliola). European Journal of Operational Research, 296(3), pp. 873-899.

2021 (7 publications)

Stochastic claims reserving methods with state space representations: a review (with N. Chukhrova). Risks, 9(11), 198.

Efficient algorithms for calculating the probability distribution of the sum of hypergeometric-distributed random variables (with N. Chukhrova & P. Castagliola). MethodsX, 8, 101507.

Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic (with N. Chukhrova). International Journal of Intelligent Systems, 36(12), pp. 7412-7442.

Kalman filter learning algorithms and state space representations for stochastic claims reserving (with N. Chukhrova). Risks, 9(6), 112.

Non-parametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19 (with N. Chukhrova). International Journal of Intelligent Systems, 36(6), pp. 2922-2963.

Fuzzy hypothesis testing: systematic review and bibliography (with N. Chukhrova). Applied Soft Computing, 106, 107331.

Statistical literacy - misuse of statistics and its consequences (with N. Chukhrova, F. Schmal & K. Stabenow). Journal of Statistics and Data Science Education, 29(1), pp. 54-62.

2020 (5 publications)

Monitoring of high-yield and periodical processes in health care (with N. Chukhrova). Health Care Management Science, 23(4), pp. 619-639.

Randomized vs. non-randomized hypergeometric hypothesis testing with crisp and fuzzy hypotheses (with N. Chukhrova). Statistical Papers, 61(6), pp. 2605-2641.

Fuzzy hypothesis testing for a population proportion based on set-valued information (with N. Chukhrova). Fuzzy Sets and Systems, 387, pp. 127-157.

Generalized one-tailed hypergeometric test with applications in statistical quality control (with N. Chukhrova). Journal of Quality Technology, 52(1), pp. 14-39.

Die Relevanz von Journal-Rankings im Fach Statistik an wirtschaftswissenschaftlichen Fakultäten aus Sicht zweier Nachwuchswissenschaftler (with N. Chukhrova). AStA – Wirtschafts- und Sozialstatistisches Archiv, 14(1), pp. 99-102.

2019 (4 publications)

Fuzzy regression analysis: systematic review and bibliography (with N. Chukhrova). Applied Soft Computing, 84, 105708.

Hypergeometric p chart with dynamic probability control limits for monitoring processes with variable sample and population sizes (with N. Chukhrova). Computers & Industrial Engineering, 136, pp. 681-701.

Improved control charts for fraction non-conforming based on hypergeometric distribution (with N. Chukhrova). Computers & Industrial Engineering, 128, pp. 795-806.

Improved binomial and poisson approximations to the type-A operating characteristic function (with N. Chukhrova). International Journal of Quality & Reliability Management, 36(4), pp. 620-652.

2018 (2 publications)

Inspection tables for single acceptance sampling with crisp and fuzzy quality limits (with N. Chukhrova). International Journal of Quality & Reliability Management, 35(9), pp. 1755-1791.

Robustifizierung des Chain-Ladder-Verfahrens über ein skalares Zustandsraummodell (with N. Chukhrova). Zeitschrift für die gesamte Versicherungswissenschaft, 107(1), pp. 61-83.

2017 (1 publication)

State space models and the Kalman filter in stochastic claims reserving: forecasting, filtering and smoothing (with N. Chukhrova). Risks, 5(2), 30.