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Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22782
Abstract: The liver is the body's most essential organ, and all human activities are interrelated with normal liver function. Any malfunction of the liver may lead to fatal diseases; therefore, early detection of liver abnormalities is…
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Keywords:
gmm;
detection liver;
liver;
liver abnormalities ... See more keywords
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Published in 2019 at "Computational Geosciences"
DOI: 10.1007/s10596-019-9823-3
Abstract: For most history matching problems, the posterior probability density function (PDF) may have multiple local maxima, and it is extremely challenging to quantify uncertainty of model parameters and production forecasts by conditioning to production data.…
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Keywords:
gmm;
production;
production data;
history matching ... See more keywords
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Published in 2022 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.2c00396
Abstract: We introduce an unsupervised clustering algorithm to improve training efficiency and accuracy in predicting energies using molecular-orbital-based machine learning (MOB-ML). This work determines clusters via the Gaussian mixture model (GMM) in an entirely automatic manner…
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Keywords:
gmm;
unsupervised clustering;
training;
orbital based ... See more keywords
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Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3145059
Abstract: Collaborative perception in unknown environments is a critical task for multi-robot systems. Without external positioning, multi-robot mapping systems have relied on the transfer place recognition (PR) descriptors and sensor data for the relative pose estimation…
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Keywords:
gmm;
communication;
model;
robot ... See more keywords
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Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3095253
Abstract: Wireless networks have been widely utilized in industries, where wireless links are challenged by the severe nonstationary Rician fading channel, which requires online link quality estimation to support high-quality wireless services. However, most traditional Rician…
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Keywords:
gmm;
rician parameters;
modulation;
fading channel ... See more keywords
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Published in 2021 at "Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering"
DOI: 10.1177/09544100211016172
Abstract: This study is mainly focusing on the problem of spacecraft close-range proximity with obstacle avoidance in the presence of complex shape. A novel Gaussian mixture model–based nonsingular terminal sliding mode control (GMM-NTSMC) is proposed. This…
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Keywords:
sliding mode;
gmm;
terminal sliding;
complex shape ... See more keywords
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Published in 2018 at "Econometrics"
DOI: 10.3390/econometrics6020026
Abstract: The generalized method of moments (GMM) estimator of the reduced-rank regression model is derived under the assumption of conditional homoscedasticity. It is shown that this GMM estimator is algebraically identical to the maximum likelihood estimator…
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Keywords:
reduced rank;
johansen reduced;
gmm;
rank estimator ... See more keywords
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Published in 2022 at "Foods"
DOI: 10.3390/foods11101444
Abstract: Chinese liquor (Baijiu) is one of the four major distilled spirits in the world. At present, liquor products containing impurities still exist on the market, which not only damage corporate image but also endanger consumer…
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Keywords:
gmm;
impurity detection;
detection;
method ... See more keywords
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Published in 2020 at "Symmetry"
DOI: 10.3390/sym12101618
Abstract: In accordance with the theme of this special issue, we present a model that indirectly discovers symmetries and asymmetries between past and present assessments within continuous sequences. More specifically, we present an alternative use of…
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Keywords:
psychology;
continuous sequences;
gmm;
model ... See more keywords