Výsledky vyhľadávania - "Sampling"

Comment: Snowball versus Respondent-Driven Sampling Autor Heckathorn, Douglas D.

Získať plný text

A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks Autor Wu, Chenxi, Zhu, Min, Tan, Qinyang, Kartha, Yadhu, Lu, Lu

“…Physics-informed neural networks (PINNs) have shown to be effective tools for solving both forward and inverse problems of partial differential equations…”
Získať plný text

A Long Dialogue Summary Model Integrating Salience Discourse Context Window Sampling Methods Autor Wu, Jie, Wang, Pengming, Xiong, Zhengkun

“…A long dialogue summary generation model with integrated salience discourse context window sampling method (SDCWS) is proposed according to the characteristics…”
Získať plný text

Improved Inference for Respondent-Driven Sampling Data With Application to HIV Prevalence Estimation Autor Gile, Krista J.

“…Respondent-driven sampling is a form of link-tracing network sampling, which is widely used to study hard-to-reach populations, often to estimate population…”
Získať plný text

Sampling in Interview-Based Qualitative Research: A Theoretical and Practical Guide Autor Robinson, Oliver C.

“…Sampling is central to the practice of qualitative methods, but compared with data collection and analysis its processes have been discussed relatively little…”
Získať plný text

Sampling in software engineering research: a critical review and guidelines Autor Baltes, Sebastian, Ralph, Paul

“…Representative sampling appears rare in empirical software engineering research. Not all studies need representative samples, but a general lack of…”
Získať plný text

Nested sampling for physical scientists

“…This PrimeView highlights how new live points are drawn when running the nested sampling algorithm…”
Získať plný text

Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals Autor Tropp, J.A., Laska, J.N., Duarte, M.F., Romberg, J.K., Baraniuk, R.G.

“…Wideband analog signals push contemporary analog-to-digital conversion (ADC) systems to their performance limits. In many applications, however, sampling at…”
Získať plný text

Diagnostics for respondent-driven sampling Autor Gile, Krista J., Johnston, Lisa G., Salganik, Matthew J.

“…Respondent-driven sampling (RDS) is a widely used method for sampling from hard-to-reach human populations, especially populations at higher risk for human…”
Získať plný text

Comment Autor Shah, Rajen D, Samworth, Richard J

“…Two potential screening procedures constructed by modifying the adaptive resampling test (ART): (1) a "parametric bootstrap" analog of ART; and (2) an…”
Získať plný text

Rejoinder Autor McKeague, Ian W, Qian, Min

“…Sampling from the limit distribution under the null (using sample covariances to replace population covariances) provides a simple and computationally…”
Získať plný text

Scalable importance tempering and Bayesian variable selection Autor Zanella, Giacomo, Roberts, Gareth

“…We propose a Monte Carlo algorithm to sample from high dimensional probability distributions that combines Markov chain Monte Carlo and importance sampling. We…”
Získať plný text

Theory of sampling (TOS) versus measurement uncertainty (MU) – A call for integration Autor Esbensen, Kim H., Wagner, Claas

“…•Critical appraisal of approaches to Measurement Uncertainty (MU).•Theory of Sampling (TOS) – the missing link in MU.•Untreated sampling errors result in…”
Získať plný text

A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis Autor Xiao, Ning-Cong, Zuo, Ming J., Zhou, Chengning

“…•A new adaptive sequential sampling method is proposed for efficient structural reliability analysis.•Three learning functions are developed for selecting the…”
Získať plný text

Imposing Minimax and Quantite Constraints on Optimal Matching in Observational Studies Autor Rosenbaum, Paul R.

“…Modern methods construct a matched sample by minimizing the total cost of a flow in a network, finding a pairing of treated and control individuals that…”
Získať plný text

How to choose a sampling technique and determine sample size for research: A simplified guide for researchers Autor Ahmed, Sirwan Khalid

“…An appropriate sampling technique with the exact determination of sample size involves a very vigorous selection process, which is actually vital for any…”
Získať plný text

From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals Autor Mishali, Moshe, Eldar, Yonina C.

“…Conventional sub-Nyquist sampling methods for analog signals exploit prior information about the spectral support. In this paper, we consider the challenging…”
Získať plný text

Variance-based adaptive sequential sampling for Polynomial Chaos Expansion Autor Novák, Lukáš, Vořechovský, Miroslav, Sadílek, Václav, Shields, Michael D.

“…This paper presents a novel adaptive sequential sampling method for building Polynomial Chaos Expansion surrogate models. The technique enables one-by-one…”
Získať plný text

Are we telling the same story? Comparing inferences made from camera trap and telemetry data for wildlife monitoring Autor Bassing, Sarah B., DeVivo, Melia, Ganz, Taylor R., Kertson, Brian N., Prugh, Laura R., Roussin, Trent, Satterfield, Lauren, Windell, Rebecca M., Wirsing, Aaron J., Gardner, Beth

“…Estimating habitat and spatial associations for wildlife is common across ecological studies and it is well known that individual traits can drive population…”
Získať plný text

Reliability analysis with stratified importance sampling based on adaptive Kriging Autor Xiao, Sinan, Oladyshkin, Sergey, Nowak, Wolfgang

“…•Stratified importance sampling and adaptive Kriging are combined for reliability analysis.•Importance sampling density is constructed through an adaptive…”
Získať plný text