AIMC Topic:
Models, Theoretical

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Prediction of Soil Deformation in Tunnelling Using Artificial Neural Networks.

Computational intelligence and neuroscience Dec 24, 2015
In the past few decades, as a new tool for analysis of the tough geotechnical problems, artificial neural networks (ANNs) have been successfully applied to address a number of engineering problems, including deformation due to tunnelling in various t...
Predictive Value of Tests Algorithms Construction Industry Forecasting Models, Theoretical Soil Humans Environmental Monitoring Neural Networks, Computer
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Using Genetic Programming with Prior Formula Knowledge to Solve Symbolic Regression Problem.

Computational intelligence and neuroscience Dec 24, 2015
A researcher can infer mathematical expressions of functions quickly by using his professional knowledge (called Prior Knowledge). But the results he finds may be biased and restricted to his research field due to limitation of his knowledge. In cont...
Artificial Intelligence Algorithms Models, Genetic Humans Models, Theoretical Regression Analysis Nonlinear Dynamics
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Synchronization of Delayed Memristive Neural Networks: Robust Analysis Approach.

IEEE transactions on cybernetics Dec 22, 2015
This paper considers the asymptotic and finite-time synchronization of drive-response memristive neural networks (MNNs) with time-varying delays. It is known that the parameters of MNNs are state-dependent, and hence the traditional robust control an...
Electrical Equipment and Supplies Models, Theoretical Nonlinear Dynamics Memory Neural Networks, Computer Time Factors
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Multiple Kernel Point Set Registration.

IEEE transactions on medical imaging Dec 22, 2015
The finite Gaussian mixture model with kernel correlation is a flexible tool that has recently received attention for point set registration. While there are many algorithms for point set registration presented in the literature, an important issue a...
Models, Theoretical Radiography, Thoracic Normal Distribution Humans Animals Four-Dimensional Computed Tomography Machine Learning Image Processing, Computer-Assisted Algorithms Databases, Factual Pulmonary Disease, Chronic Obstructive
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Cross-validation of matching correlation analysis by resampling matching weights.

Neural networks : the official journal of the International Neural Network Society Dec 22, 2015
The strength of association between a pair of data vectors is represented by a nonnegative real number, called matching weight. For dimensionality reduction, we consider a linear transformation of data vectors, and define a matching error as the weig...
Association Learning Models, Theoretical Support Vector Machine Probability Humans Neural Networks, Computer
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GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran.

Environmental monitoring and assessment Dec 19, 2015
Groundwater is considered one of the most valuable fresh water resources. The main objective of this study was to produce groundwater spring potential maps in the Koohrang Watershed, Chaharmahal-e-Bakhtiari Province, Iran, using three machine learnin...
Models, Statistical Decision Trees Iran Groundwater Environmental Monitoring Rivers Water Resources Geology Machine Learning Geographic Information Systems ROC Curve Models, Theoretical
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Mapping real-time air pollution health risk for environmental management: Combining mobile and stationary air pollution monitoring with neural network models.

Journal of environmental management Dec 17, 2015
Air pollution poses health concerns at the global scale. The challenge of managing air pollution is significant because of the many air pollutants, insufficient funds for monitoring and abatement programs, and political and social challenges in defin...
Particulate Matter Nitrogen Dioxide Humans Predictive Value of Tests Air Pollutants Risk Assessment Neural Networks, Computer Environmental Monitoring Air Pollution Ontario Urban Health Models, Theoretical
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Logic regression-derived algorithms for syndromic management of vaginal infections.

BMC medical informatics and decision making Dec 16, 2015
BACKGROUND: Syndromic management of vaginal infections is known to have poor diagnostic accuracy. Logic regression is a machine-learning procedure which allows for the identification of combinations of variables to predict an outcome, such as the pre...
Humans Machine Learning Algorithms Models, Theoretical Syndrome Vaginitis Adult Sensitivity and Specificity India Prognosis Female
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Modeling 3D Environments through Hidden Human Context.

IEEE transactions on pattern analysis and machine intelligence Dec 3, 2015
The idea of modeling object-object relations has been widely leveraged in many scene understanding applications. However, as the objects are designed by humans and for human usage, when we reason about a human environment, we reason about it through ...
Models, Theoretical Robotics Humans Algorithms Imaging, Three-Dimensional
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Tracking Multiple Video Targets with an Improved GM-PHD Tracker.

Sensors (Basel, Switzerland) Dec 3, 2015
Tracking multiple moving targets from a video plays an important role in many vision-based robotic applications. In this paper, we propose an improved Gaussian mixture probability hypothesis density (GM-PHD) tracker with weight penalization to effect...
Artificial Intelligence Algorithms Image Processing, Computer-Assisted Humans Normal Distribution Models, Theoretical Movement Cell Tracking Robotics Video Recording
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