Maschio, C., et al. (2010) A New Methodology to Reduce Uncertainties in Reservoir Simulation Models Using Observed Data and Sampling Techniques, Journal of Petroleum Science and Engineering, v. 72, p. 110-119,
原文链接:https://towardsdatascience.com/sampling-techniques-in-statistics-9c77a39e0948
Sampling method.The choice of a sampling method often depends on the research question and population being studied. However, selecting the appropriate sampling technique can be difficult, as different techniques are better suited for different research questions and populations. Data sampling process The...
Objectives Identify the six basic sample techniques Data Collection In research, statisticians use data in many different ways. Data can be used to describe situations. Data can be collected in a variety of ways, BUT if the sample data is not collected in an appropriate way, the data may be...
Stable SMOTE-based oversampling techniques should be considered as a drop-in replacement for SMOTE-based oversampling techniques. Introduction Software Defect Prediction (SDP) leverages historical data to train machine learning, data mining, or statistical models, and builds prediction models to predict ...
Science 5, 65–80 (2010). MATH Google Scholar Allison, R. & Dunkley, J. Comparison of sampling techniques for Bayesian parameter estimation. Mon. Not. R. Astron. Soc. 437, 3918–3928 (2014). ADS Google Scholar Buchner, J. Collaborative nested sampling: big data versus complex physical...
The imbalanced data problem is a research hotspot in the field of machine learning. Recently, an increasing number of studies have attempted to address this problem. The section only summarises the SMOTE-based improvement and extension methods in oversampling techniques. Filter the sample noise One...
Techniques Line Codes Data Encoding Techniques Pulse Shaping Digital Modulation Techniques Amplitude Shift Keying Frequency Shift Keying Phase Shift Keying Quadrature Phase Shift Keying Differential Phase Shift Keying M-ary Encoding Information Theory Source Coding Theorem Channel Coding Theorem Error Control Co...
In the case of more sophisticated techniques that generate auxiliary information, such as weights or orderings of the stored k-mers, the screen will also contain this data for use during comparisons of query reads. In order to allow strand-neutral comparisons, all approaches will use and store...
Each condition was conducted in triplicates. The cell-free virus titer (TCID50/mL) for the samples was defined by limited dilution. The limit of detection (LOD) was 5× 101 TCID50/mL.83 2.8. SARS-CoV-2 detection techniques in air and surface samples Presently, SARS-CoV-2 detection is ...