The precise control over structure and materials that these techniques provide allows production of near-ideal capacitors with excellent parameter stability, minimal ESR & ESL, wide service temperature capabilities, and comparable to better capacitance per volume compared to the Class 1 ceramic type devic...
Another method is recursive partitioning techniques which has a strange relationship with nonparametric regression. Classical discriminant analysis is a standard method for analyzing these type of data. Flexible discriminant analysis method which is a combination of nonparametric regression and discriminant ...
Testers perform software testing through manual or automation techniques to ensure the software application functions as intended. This involves careful planning, test case creation, running of test script, and debugging, etc. Following tests, testers communicate results to the development team for furthe...
Observational studies do not allow robust conclusions about causal relationships unless statistical techniques account for the imbalance of pretreatment confounders across groups and key assumptions hold. Propensity score and balance weighting (PSBW) are useful techniques that aim to reduce the observed ...
Among different data collection and analysis techniques, three aspects may play the most pivotal roles, namely landslide positioning techniques during field surveys, the means of partitioning the landslide inventory into the training and test datasets, and the presence-absence balances. Some recent ...
Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-absence balances on landslide susceptibility ... 被引量: 0发表: 0年 Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-abs...
According to the imbalanced property of the data, SMOTE techniques, namely SMOTE, Borderline-SMOTE1, Borderline-SMOTE2, SMOTE-NC, and SVM-SMOTE, were used for primary preprocessing. Then, the Decision Tree (DT), Random Forest (RF), Naive Bayes (NB), Artificial Neural Network (ANN), ...
Arbuscular mycorrhizal fungi (AMF) can increase plant tolerance and/or resistance to pests such as the root-knot nematode Meloidogyne incognita. However, t
Therefore, terrain morphometric attributes derived from DEM data are used in spatial prediction of gully erosion susceptibility (GES) mapping. In this study, remote sensing-Geographic information system (GIS) techniques coupled with machine learning (ML) methods has been used for GES mapping in the ...
In this regard, the presented study seeks to compare four types of Computational Intelligence (CI) modelling techniques in accident frequency prediction in urban segments, including Artificial Neural Network (ANN), Adaptive Neuro-Fuzzy Inference System (ANFIS), Hybrid ANFIS-Genetic Algorithm (H-ANFIS-...