Nataliya Chukhrova

Fuzzy regression analysis: Systematic review and bibliography

Nataliya Chukhrova, Arne Johannssen · Applied Soft Computing · 2019 · 128 citations

Fuzzy Logic, Engineering, Fuzzy Risk Analysis +4

A network surveillance approach using machine learning based control charts

Ali Yeganeh, Nataliya Chukhrova, Arne Johannssen et al. · Expert Systems with Applications · 2023 · 41 citations

Security Visualization, Network Science, Network Surveillance Approach +9

An intelligent bankruptcy prediction model using a multilayer perceptron

Raffael Förch Brenes, Arne Johannssen, Nataliya Chukhrova · Intelligent Systems with Applications · 2022 · 33 citations · Full text

Engineering, Machine Learning, Multilayer Perceptron +17

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

Ali Yeganeh, Saddam Akber Abbasi, Farhad Pourpanah et al. · Expert Systems with Applications · 2022 · 28 citations

Monitoring Technology, Continuous Monitoring, Engineering +13

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

Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova et al. · Artificial Intelligence in Medicine · 2024 · 26 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +22