Výsledky vyhľadávania - "approximate Bayesian computation"

Uncertainty quantification in Neural Networks by Approximate Bayesian Computation: Application to fatigue in composite materials Autor Fernández, Juan, Chiachío, Manuel, Chiachío, Juan, Muñoz, Rafael, Herrera, Francisco

“… depends on the gradient of a predefined cost function. In this article, a new gradient-free training algorithm based on Approximate Bayesian Computation by Subset…”
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Reliability Analysis for Degradation-Shock Processes with State-Varying Degradation Patterns Using Approximate Bayesian Computation (ABC) for Parameter Estimation Autor Muhammad, Isyaku, Muhammad, Mustapha, Wang, Baohua, Chen, Wang, Abba, Badamasi, Usman, Mustapha Mukhtar

“…The degradation of products is an integral part of their life-cycle, often following predictable trajectories. However, sudden, unexpected events, termed…”
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Retrospective exposure reconstruction using approximate Bayesian computation: A case study on perfluorooctanoic acid and preeclampsia Autor Zhu, Yachen, Shin, Hyeong-Moo, Jiang, Luohua, Bartell, Scott M.

“… causality or exposure measurement error. This study aimed to use an approximate Bayesian computation (ABC…”
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Approximate bayesian computation and intermittent control model of balance maintenance: an attempt to “open the box” of neuromuscular control strategy in diabetic subjects with and without neuropathy Autor Tigrini, A., Mengarelli, A., Verdini, F., Mobarak, R., Scattolini, M., Nomura, T., Rabini, R.A., Fioretti, S., Burattini, L.

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Approximate Bayesian computation for the natural history of breast cancer, with application to data from a Milan cohort study Autor Bondi, Laura, Bonetti, Marco, Grigorova, Denitsa, Russo, Antonio

“…Summary We explore models for the natural history of breast cancer, where the main events of interest are the start of asymptomatic detectability of the…”
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A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation Autor De Visscher, Lander, De Baets, Bernard, Baetens, Jan M.

“… Approximate Bayesian Computation (ABC) offers a simulation-based approach for inferring these parameters from observational data…”
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Model Selection in Historical Research Using Approximate Bayesian Computation Autor Rubio-Campillo, Xavier

“… The extensive use of formal models allows historians to re-evaluate hypotheses formulated decades ago and still subject to debate due to the lack of an adequate quantitative framework…”
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Personalized pathology test for Cardio-vascular disease: Approximate Bayesian computation with discriminative summary statistics learning Autor Dutta, Ritabrata, Zouaoui Boudjeltia, Karim, Kotsalos, Christos, Rousseau, Alexandre, Ribeiro de Sousa, Daniel, Desmet, Jean-Marc, Van Meerhaeghe, Alain, Mira, Antonietta, Chopard, Bastien

“… the biologically meaningful model parameters using approximate Bayesian computation with a summary…”
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Quantum approximate Bayesian computation for NMR model inference Autor Sels, Dries, Dashti, Hesam, Mora, Samia, Demler, Olga, Demler, Eugene

“… A limited number of algorithms have been proposed and their relevance to real-world problems is a subject of active investigation…”
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Curve Registration of Functional Data for Approximate Bayesian Computation Autor Ebert, Anthony, Mengersen, Kerrie, Ruggeri, Fabrizio, Wu, Paul

“…Approximate Bayesian computation is a likelihood-free inference method which relies on comparing model realisations to observed data with informative distance measures…”
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Using approximate Bayesian computation for estimating parameters in the cue-based retrieval model of sentence processing Autor Vasishth, Shravan

“…, 2020, Interference patterns in subject-verb agreement and reflexives revisited: A large-sample study, Journal of Memory and Language…”
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use of approximate Bayesian computation in conservation genetics and its application in a case study on yellow-eyed penguins Autor Lopes, Joao S, Boessenkool, Sanne

“… A group of Bayesian methods developed originally in population genetics, known as approximate Bayesian computation (ABC…”
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Simulation and inference algorithms for stochastic biochemical reaction networks: from basic concepts to state-of-the-art Autor Warne, David J, Baker, Ruth E, Simpson, Matthew J

“…Stochasticity is a key characteristic of intracellular processes such as gene regulation and chemical signalling. Therefore, characterizing stochastic effects…”
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Markov chain Monte Carlo simulation using the DREAM software package: Theory, concepts, and MATLAB implementation Autor Vrugt, Jasper A.

“…Bayesian inference has found widespread application and use in science and engineering to reconcile Earth system models with data, including prediction in…”
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On the use of genome‐wide data to model and date the time of anthropogenic hybridisation: An example from the Scottish wildcat Autor Howard‐McCombe, Jo, Ward, Daniel, Kitchener, Andrew C., Lawson, Daniel, Senn, Helen V., Beaumont, Mark

“… Hybridisation of Scottish wildcats and domestic cats is a good example in this regard. Here, we developed a modelling framework to determine the timescale of introgression using approximate Bayesian computation (ABC…”
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Statistical modeling of diabetic neuropathy: Exploring the dynamics of nerve mortality Autor Konstantinou, Konstantinos, Ghorbanpour, Farnaz, Picchini, Umberto, Loavenbruck, Adam, Särkkä, Aila

“… We regard samples obtained from healthy controls and subjects suffering from diabetic neuropathy as realisations of planar point processes consisting of nerve entry points and nerve endings…”
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Climate change and human colonization triggered habitat loss and fragmentation in Madagascar Autor Salmona, Jordi, Heller, Rasmus, Quéméré, Erwan, Chikhi, Lounès

“…The relative effect of past climate fluctuations and anthropogenic activities on current biome distribution is subject to increasing attention, notably in biodiversity hot spots…”
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Approximate Bayesian computation supports a high incidence of chromosomal mosaicism in blastocyst-stage human embryos Autor Yang, Qingya, Carioscia, Sara A, Isada, Matthew, McCoy, Rajiv C

“… To address this knowledge gap, we paired a method for embryo simulation with approximate Bayesian computation (ABC…”
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Up in the air: Threats to Afromontane biodiversity from climate change and habitat loss revealed by genetic monitoring of the Ethiopian Highlands bat Autor Razgour, Orly, Kasso, Mohammed, Santos, Helena, Juste, Javier

“… to temperature increases under climate change, but they are also subject to accelerated pressures…”
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Approximate Bayesian Inference

“…Extremely popular for statistical inference, Bayesian methods are also becoming popular in machine learning and artificial intelligence problems. Bayesian…”
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