Dr. Arne Johannssen
- nach Vereinbarung
Fields of Application:
Business (e.g., Finance, Health, Insurance, Operations Research)
Industry (e.g., Anomaly Detection, Industry 5.0, Smart Manufacturing)
Medicine (e.g., Epidemiology, Health Care, Medicine 4.0)
Publications in peer-reviewed journals
- A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders (with M.R. Azarpazhooh, N. Chukhrova, M. Erfanian, N. Morovatdar & A. Yeganeh). Artificial Intelligence in Medicine, 2023, in press.
- 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, 2023, in press.
- Statistical inference on quantiles of two independent populations under uncertainty (with N. Chukhrova & G. Hesamian). Soft Computing, 2023, in press.
- An exponential autoregressive time series model for complex data (with F. Torkian, G. Hesamian & N. Chukhrova). Mathematics, 2023, 11(19), 4022.
- 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, 2023, 436, 115377.
- A Three-Stage Nonparametric Kernel-Based Time Series Model based on Fuzzy Data (with G. Hesamian & N. Chukhrova). Mathematics, 2023, 11(13), 2800.
- Employing machine learning techniques for monitoring autocorrelated profiles (with S. A. Abbasi, N. Chukhrova, F. Pourpanah & A. Yeganeh). Neural Computing and Applications, 2023, 35, pp. 16321-16340.
- Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming. (with N. Chukhrova). Information Sciences, 2023, 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, 2023, 219, 119660.
- 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. Phuc Tran). Computers and Industrial Engineering, 2022, 172, Part A, 108563.
- An intelligent bankruptcy prediction model using a multilayer perceptron (with R. Brenes & N. Chukhrova). Intelligent Systems with Applications, 2022, 16, 200136.
- An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring (with S. A. Abbasi, N. Chukhrova, F. Pourpanah, A. Shadman & A. Yeganeh). Expert Systems with Applications, 2022, 204, 117572.
- A number-between-events control chart for monitoring finite horizon production processes (with P. Castagliola, G. Celano & N. Chukhrova). Quality and Reliability Engineering International, 2022, 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, 2022, 192, 116362.
- The performance of the hypergeometric np chart with estimated parameter (with P. Castagliola & N. Chukhrova). European Journal of Operational Research, 2022, 296(3), pp. 873-899.
- Stochastic Claims Reserving Methods with State Space Representations: A Review (with N. Chukhrova). Risks, 2021, 9(11), 198.
- Efficient algorithms for calculating the probability distribution of the sum of hypergeometric-distributed random variables (with P. Castagliola & N. Chukhrova). MethodsX, 2021, 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, 2021, 36(12), pp. 7412-7442.
- Kalman Filter Learning Algorithms and State Space Representations for Stochastic Claims Reserving (with N. Chukhrova). Risks, 2021, 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, 2021, 36(6), pp. 2922-2963.
- Fuzzy Hypothesis Testing: Systematic Review and Bibliography (with N. Chukhrova). Applied Soft Computing, 2021, 106, 107331.
- Statistical Literacy - Misuse of Statistics and its Consequences (with N. Chukhrova, F. Schmal & K. Stabenow). Journal of Statistics and Data Science Education, 2021, 29(1), pp. 54-62.
- Monitoring of High-Yield and Periodical Processes in Health Care (with N. Chukhrova). Health Care Management Science, 2020, 23(4), pp. 619-639.
- Randomized vs. Non-Randomized Hypergeometric Hypothesis Testing with Crisp and Fuzzy Hypotheses (with N. Chukhrova). Statistical Papers, 2020, 61(6), pp. 2605-2641.
- Fuzzy Hypothesis Testing for a Population Proportion based on set-valued Information (with N. Chukhrova). Fuzzy Sets and Systems, 2020, 387, pp. 127-157.
- Generalized One-Tailed Hypergeometric Test with Applications in Statistical Quality Control (with N. Chukhrova). Journal of Quality Technology, 2020, 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, 2020, 14(1), pp. 99-102.
- Fuzzy Regression Analysis: Systematic Review and Bibliography (with N. Chukhrova). Applied Soft Computing, 2019, 84, 105708.
- Hypergeometric p-Chart with Dynamic Probability Control Limits for Monitoring Processes with Variable Sample and Population Sizes (with N. Chukhrova). Computers and Industrial Engineering, 2019, 136, pp. 681-701.
- Improved Control Charts for Fraction Non-Conforming Based on Hypergeometric Distribution (with N. Chukhrova). Computers and Industrial Engineering, 2019, 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, 2019, 36(4), pp. 620-652.
- Inspection Tables for Single Acceptance Sampling with Crisp and Fuzzy Quality Limits (with N. Chukhrova). International Journal of Quality & Reliability Management, 2018, 35(9), pp. 1755-1791.
- Robustifizierung des Chain-Ladder-Verfahrens über ein skalares Zustandsraummodell (with N. Chukhrova). Zeitschrift für die gesamte Versicherungswissenschaft, 2018, 107(1), pp. 61-83.
- State Space Models and the Kalman Filter in Stochastic Claims Reserving: Forecasting, Filtering and Smoothing (with N. Chukhrova). Risks, 2017, 5(2), 30.
Finance and insurance
- Actuarial models and methods in non-life insurance
- Quantitative finance
- Quantitative risk management
- Regression modelling with applications in insurance and finance
- Business Mathematics
- Mathematics for Business and Economics I
- Mathematics for Business and Economics II
- Preparatory course in higher Mathematics
- Preparatory course in Mathematics and Statistics
- Industrial Data Science
- Methods for decision making
- Multivariate Statistics for Business and Economics
- Regression and time series models for Business and Economics
- Statistical Literacy - Misuse of Statistics and consequences
- Statistics for Business and Economics I
- Statistics for Business and Economics II
- Statistics with R
- Statistical learning
- Empirical economic research and economic policy
- Introduction into LaTeX
- Advanced LaTeX