A5086736647- Advanced Statistical Methods and Models
- Advanced Computational Techniques and Applications
- Anomaly Detection Techniques and Applications
- Astronomy and Astrophysical Research
- Advanced Sensor and Control Systems
- Facility Location and Emergency Management
- Ionosphere and magnetosphere dynamics
- Evacuation and Crowd Dynamics
- Industrial Vision Systems and Defect Detection
- Advanced Statistical Process Monitoring
- Probabilistic and Robust Engineering Design
- Vehicle Routing Optimization Methods
- Spacecraft Design and Technology
- Optimal Experimental Design Methods
- Fault Detection and Control Systems
- Technology and Data Analysis
Nanjing University of Science and Technology
2021-2024
Planetary Science Institute
2020
University of California, Los Angeles
2020
The continuous-space single- and multi-facility location problem has attracted much attention in previous studies. This study focuses on determining the globally optimal facility locations for two- higher-dimensional problems when Manhattan distance is considered. Before we propose exact method, start with single-facility obtain global minimizer using a statistical approach. Then, an method developed to determine solution problem, which different from clustering algorithms. Based newly...
Robust sequential bifurcation (RSB) is an outlier-resistant factor screening method. It combines robust statistics with the procedure, which can handle problem when response data contaminated. Due to low relative efficiency of estimator (median & MAD) and apparent discrepancy between statistic standard normal distribution, RSB further improved on efficacy in this article. Firstly, properties four estimators three new are introduced, distributions explored. Then, stopping rules importance...
Abstract：During the operation of system, it can effectively reduce serious consequences failure to discover defective state system through inspection and perform preventive maintenance in advance.Inspections are generally imperfect probabilities errors non-constant.When is indicated be defective, minimal repair carried out, number repairs limited.Inspection-based replacement will performed when inspections reveal defects for several times.In addition, age-based scheduled at specified time...
The conventional sample range is widely used for the construction of an R-chart. In R-chart, estimates standard deviation, especially in case a small size. It well known that performance degrades large this paper, we investigate subrange as alternative to range. This includes special case. We recognize can improve estimating deviation by using subrange, Note original biased. Thus, correction factor make it unbiased. Likewise, also provide subrange. To compare subranges with different trims...
In statistical inference, experiment data are usually assumed to be normally distributed and uncontaminated. However, these assumptions may not hold in practice. this paper, we propose a robustified analogue 𝑧𝑧 score of the conventional 𝑡𝑡 which is constructed with two robust estimator Huber’s M-estimator (Huber) Rousseeuw Croux (RC). The properties estimators provided, asymptotic normality property proposed also proven theoretically. empirical power receiver operating characteristic curve...