AIMC Topic:
Models, Theoretical

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Approximate Bayesian MLP regularization for regression in the presence of noise.

Neural networks : the official journal of the International Neural Network Society Aug 10, 2016
We present a novel regularization method for a multilayer perceptron (MLP) that learns a regression function in the presence of noise regardless of how smooth the function is. Unlike general MLP regularization methods assuming that a regression funct...
Neural Networks, Computer Models, Theoretical Bayes Theorem Machine Learning
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Identifying Important Attributes for Prognostic Prediction in Traumatic Brain Injury Patients. A Hybrid Method of Decision Tree and Neural Network.

Methods of information in medicine Aug 5, 2016
BACKGROUND: Generally, traumatic brain injury (TBI) patients do not have a stable condition, particularly after the first week of TBI. Hence, indicating the attributes in prognosis through a prediction model is of utmost importance since it helps car...
Prognosis Aged Adult Humans Neural Networks, Computer Brain Injuries, Traumatic Middle Aged Decision Trees Glasgow Outcome Scale Models, Theoretical
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Unscented Kalman Filter-Trained Neural Networks for Slip Model Prediction.

PloS one Jul 28, 2016
The purpose of this work is to investigate the accurate trajectory tracking control of a wheeled mobile robot (WMR) based on the slip model prediction. Generally, a nonholonomic WMR may increase the slippage risk, when traveling on outdoor unstructur...
Models, Theoretical Neural Networks, Computer Robotics
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Optimization for Service Routes of Pallet Service Center Based on the Pallet Pool Mode.

Computational intelligence and neuroscience Jul 26, 2016
Service routes optimization (SRO) of pallet service center should meet customers' demand firstly and then, through the reasonable method of lines organization, realize the shortest path of vehicle driving. The routes optimization of pallet service ce...
Models, Theoretical Algorithms Computer Simulation Humans Stochastic Processes Neural Networks, Computer Time Factors
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Ensembles of randomized trees using diverse distributed representations of clinical events.

BMC medical informatics and decision making Jul 21, 2016
BACKGROUND: Learning deep representations of clinical events based on their distributions in electronic health records has been shown to allow for subsequent training of higher-performing predictive models compared to the use of shallow, count-based ...
Models, Theoretical Decision Trees Pharmacovigilance Semantics Drug-Related Side Effects and Adverse Reactions Humans Machine Learning Electronic Health Records
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A Novel RSSI Prediction Using Imperialist Competition Algorithm (ICA), Radial Basis Function (RBF) and Firefly Algorithm (FFA) in Wireless Networks.

PloS one Jul 20, 2016
This study aims to design a vertical handover prediction method to minimize unnecessary handovers for a mobile node (MN) during the vertical handover process. This relies on a novel method for the prediction of a received signal strength indicator (R...
Models, Theoretical Support Vector Machine Wireless Technology Neural Networks, Computer Algorithms
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Bagged neural network model for prediction of the mean indoor radon concentration in the municipalities in Czech Republic.

Journal of environmental radioactivity Jul 18, 2016
The purpose of the study is to determine radon-prone areas in the Czech Republic based on the measurements of indoor radon concentration and independent predictors (rock type and permeability of the bedrock, gamma dose rate, GPS coordinates and the a...
Radiation Monitoring Air Pollutants, Radioactive Air Pollution, Radioactive Air Pollution, Indoor Czech Republic Radon Neural Networks, Computer Models, Theoretical
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Motivating smokers to quit using computer-generated letters that target either reduction or cessation: A population-based randomized controlled trial among smokers who do not intend to quit.

Drug and alcohol dependence Jul 15, 2016
BACKGROUND: This study examined the long-term efficacy of individualized counseling letters that targeted either smoking abstinence or reducing the number of cigarettes smoked per day to promote future cessation.
Counseling Pattern Recognition, Visual Behavior Therapy Smoking Therapy, Computer-Assisted Smoking Cessation Motivation Expert Systems Middle Aged Models, Theoretical Follow-Up Studies Adult Treatment Outcome Humans Intention Self Care Female Male
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A multiscale modelling of bone ultrastructure elastic proprieties using finite elements simulation and neural network method.

Computer methods and programs in biomedicine Jul 5, 2016
Bone is a living material with a complex hierarchical structure which entails exceptional mechanical properties, including high fracture toughness, specific stiffness and strength. Bone tissue is essentially composed by two phases distributed in appr...
Models, Theoretical Bone and Bones Finite Element Analysis Microscopy, Electron, Scanning Elasticity Humans Neural Networks, Computer
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Single actuator wave-like robot (SAW): design, modeling, and experiments.

Bioinspiration & biomimetics Jul 1, 2016
In this paper, we present a single actuator wave-like robot, a novel bioinspired robot which can move forward or backward by producing a continuously advancing wave. The robot has a unique minimalistic mechanical design and produces an advancing sine...
Animals Models, Theoretical Robotics Biomechanical Phenomena Locomotion Biomimetics Miniaturization Biomimetic Materials Equipment Design Rotation
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