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Works (37)

A neural network-based ARMA model for fuzzy time series data

Computational and Applied Mathematics
2024-12 | Journal article
Contributors: Gholamreza Hesamian; Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref

Mathematical Data Science with Applications in Business, Industry, and Medicine

Mathematics
2024-09-05 | Journal article
Contributors: Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Monitoring multistage healthcare processes using state space models and a machine learning based framework

Artificial Intelligence in Medicine
2024-05 | Journal article
Contributors: Ali Yeganeh; Arne Johannssen; Nataliya Chukhrova; Mohammad Rasouli
Source: check_circle
Crossref

Monitoring epidemic processes under political measures

Statistics in Medicine
2024-05-20 | Journal article
Contributors: Nataliya Chukhrova; Oskar Plate; Arne Johannssen
Source: check_circle
Crossref

Fuzzy Nonlinear Regression Modeling With Radial Basis Function Networks

IEEE Transactions on Fuzzy Systems
2024-04 | Journal article
Contributors: Gholamreza Hesamian; Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref

The partitioning ensemble control chart for on-line monitoring of high-dimensional image-based quality characteristics

Engineering Applications of Artificial Intelligence
2024-01 | Journal article
Contributors: Ali Yeganeh; Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref

Symmetrical and Asymmetrical Distributions in Statistics and Data Science

Symmetry
2023-12-01 | Journal article
Contributors: Arne Johannssen; Nataliya Chukhrova; Quanxin Zhu
Source: check_circle
Crossref
grade
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An Exponential Autoregressive Time Series Model for Complex Data

Mathematics
2023-09-22 | Journal article
Contributors: Gholamreza Hesamian; Faezeh Torkian; Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref
grade
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Employing machine learning techniques in monitoring autocorrelated profiles

Neural Computing and Applications
2023-08 | Journal article
Contributors: Ali Yeganeh; Arne Johannssen; Nataliya Chukhrova; Saddam Akber Abbasi; Farhad Pourpanah
Source: check_circle
Crossref

Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming

Information Sciences
2023-07 | Journal article
Contributors: Nataliya Chukhrova; Arne Johannssen
Source: check_circle
Crossref

A network surveillance approach using machine learning based control charts

Expert Systems with Applications
2023-06 | Journal article | Author
Part of ISSN: 0957-4174
Contributors: Ali Yeganeh; Nataliya Chukhrova; Arne Johannssen; hatef fotuhi
Source: Self-asserted source
Nataliya Chukhrova
grade
Preferred source (of 2)‎

A Three-Stage Nonparametric Kernel-Based Time Series Model Based on Fuzzy Data

Mathematics
2023-06-21 | Journal article
Contributors: Gholamreza Hesamian; Arne Johannssen; Nataliya Chukhrova
Source: check_circle
Crossref
grade
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A number-between-events control chart for monitoring finite horizon production processes

Quality and Reliability Engineering International
2022 | Journal article
EID:

2-s2.0-85122946933

Part of ISSN: 10991638 07488017
Contributors: Johannssen, A.; Chukhrova, N.; Celano, G.; Castagliola, P.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
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The performance of the hypergeometric np chart with estimated parameter

European Journal of Operational Research
2022 | Journal article
EID:

2-s2.0-85111516235

Part of ISSN: 03772217
Contributors: Johannssen, A.; Chukhrova, N.; Castagliola, P.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Two-tailed hypothesis testing for the median with fuzzy categories applied to the detection of health risks

Expert Systems with Applications
2022 | Journal article
EID:

2-s2.0-85123245422

Part of ISSN: 09574174
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
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An intelligent bankruptcy prediction model using a multilayer perceptron

Intelligent Systems with Applications
2022-11 | Journal article
Part of ISSN: 2667-3053
Contributors: Raffael Förch Brenes; Arne Johannssen; Nataliya Chukhrova
Source: Self-asserted source
Nataliya Chukhrova

An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring

Expert Systems with Applications
2022-10 | Journal article
Part of ISSN: 0957-4174
Contributors: Nataliya Chukhrova
Source: Self-asserted source
Nataliya Chukhrova

The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic

Computers & Industrial Engineering
2022-10 | Journal article
Part of ISSN: 0360-8352
Contributors: Nataliya Chukhrova
Source: Self-asserted source
Nataliya Chukhrova

Efficient algorithms for calculating the probability distribution of the sum of hypergeometric-distributed random variables

MethodsX
2021 | Journal article
EID:

2-s2.0-85114992280

Part of ISSN: 22150161
Contributors: Johannssen, A.; Chukhrova, N.; Castagliola, P.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Fuzzy hypothesis testing: Systematic review and bibliography

Applied Soft Computing
2021 | Journal article
EID:

2-s2.0-85105332611

Part of ISSN: 15684946
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic

International Journal of Intelligent Systems
2021 | Journal article
EID:

2-s2.0-85112589748

Part of ISSN: 1098111X 08848173
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Kalman filter learning algorithms and state space representations for stochastic claims reserving

Risks
2021 | Journal article
EID:

2-s2.0-85108241535

Part of ISSN: 22279091
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19

International Journal of Intelligent Systems
2021 | Journal article
EID:

2-s2.0-85103642168

Part of ISSN: 1098111X 08848173
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Stochastic Claims Reserving Methods with State Space Representations: A Review

Risks
2021-11 | Journal article | Author
Contributors: Nataliya Chukhrova; Arne Johannssen
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Statistical Literacy—Misuse of Statistics and Its Consequences

Journal of Statistics and Data Science Education
2021-01-02 | Journal article
Part of ISSN: 2693-9169
Contributors: Nataliya Chukhrova
Source: Self-asserted source
Nataliya Chukhrova

Fuzzy hypothesis testing for a population proportion based on set-valued information

Fuzzy Sets and Systems
2020 | Journal article
EID:

2-s2.0-85063260664

Part of ISSN: 01650114
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Generalized one-tailed hypergeometric test with applications in statistical quality control

Journal of Quality Technology
2020 | Journal article
EID:

2-s2.0-85068066939

Part of ISSN: 00224065
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Monitoring of high-yield and periodical processes in health care

Health Care Management Science
2020 | Journal article
EID:

2-s2.0-85091132094

Part of ISSN: 15729389 13869620
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Randomized versus non-randomized hypergeometric hypothesis testing with crisp and fuzzy hypotheses

Statistical Papers
2020 | Journal article
EID:

2-s2.0-85057548833

Part of ISSN: 16139798 09325026
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Die Relevanz von Journal-Rankings im Fach Statistik an wirtschaftswissenschaftlichen Fakultäten aus Sicht zweier Nachwuchswissenschaftler

AStA Wirtschafts- und Sozialstatistisches Archiv
2020-03 | Journal article
Part of ISSN: 1863-8155
Part of ISSN: 1863-8163
Contributors: Nataliya Chukhrova
Source: Self-asserted source
Nataliya Chukhrova

Fuzzy regression analysis: Systematic review and bibliography

Applied Soft Computing Journal
2019 | Journal article
EID:

2-s2.0-85070897100

Part of ISSN: 15684946
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Hypergeometric p-chart with dynamic probability control limits for monitoring processes with variable sample and population sizes

Computers and Industrial Engineering
2019 | Journal article
EID:

2-s2.0-85072029116

Part of ISSN: 03608352
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Improved binomial and Poisson approximations to the Type-A operating characteristic function

International Journal of Quality and Reliability Management
2019 | Journal article
EID:

2-s2.0-85061344080

Part of ISSN: 0265671X
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Improved control charts for fraction non-conforming based on hypergeometric distribution

Computers and Industrial Engineering
2019 | Journal article
EID:

2-s2.0-85060095707

Part of ISSN: 03608352
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Inspection tables for single acceptance sampling with crisp and fuzzy formulation of quality limits

International Journal of Quality and Reliability Management
2018 | Journal article
EID:

2-s2.0-85054395661

Part of ISSN: 0265671X
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Robustification of the Chain-Ladder method via a scalar state space model,Robustifizierung des Chain-Ladder-Verfahrens über ein skalares Zustandsraummodell

Zeitschrift fur die gesamte Versicherungswissenschaft
2018 | Journal article
EID:

2-s2.0-85044259915

Part of ISSN: 18659748 00442585
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

State space models and the KALMAN-filter in stochastic claims reserving: Forecasting, filtering and smoothing

Risks
2017 | Journal article
EID:

2-s2.0-85044274620

Part of ISSN: 22279091
Contributors: Chukhrova, N.; Johannssen, A.
Source: Self-asserted source
Nataliya Chukhrova via Scopus - Elsevier

Peer review (7 reviews for 4 publications/grants)

Review activity for European journal of operational research. (2)
Review activity for International journal of fuzzy systems. (1)
Review activity for Journal of computational and applied mathematics. (2)
Review activity for Soft computing. (2)