AIMC Topic:
Models, Theoretical

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Neural networks applied to determine the thermophysical properties of amino acid based ionic liquids.

Physical chemistry chemical physics : PCCP Mar 14, 2016
A series of models based on artificial neural networks (ANNs) have been designed to estimate the thermophysical properties of different amino acid-based ionic liquids (AAILs). Three different databases of AAILs were modeled using these algorithms wit...
Models, Theoretical Amino Acids Ionic Liquids Neural Networks, Computer
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[Hyperspectral Estimation of Apple Tree Canopy LAI Based on SVM and RF Regression].

Guang pu xue yu guang pu fen xi = Guang pu Mar 1, 2016
Leaf area index (LAI) is the dynamic index of crop population size. Hyperspectral technology can be used to estimate apple canopy LAI rapidly and nondestructively. It can be provide a reference for monitoring the tree growing and yield estimation. Th...
Support Vector Machine Regression Analysis Plant Leaves Models, Theoretical Spectrum Analysis Fruit Fabaceae Malus Trees
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[Study on the Recognition of Liquor Age of Gujing Based on Raman Spectra and Support Vector Regression].

Guang pu xue yu guang pu fen xi = Guang pu Mar 1, 2016
It is an important and difficult research point to recognize the age of Chinese liquor rapidly and exactly in the field of liquor analyzing, which is also of great significance to the healthy development of the liquor industry and protection of the l...
Models, Theoretical Spectrum Analysis, Raman Alcoholic Beverages Least-Squares Analysis Wine Support Vector Machine
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[The Identification of the Origin of Chinese Wolfberry Based on Infrared Spectral Technology and the Artificial Neural Network].

Guang pu xue yu guang pu fen xi = Guang pu Mar 1, 2016
The Fourier Transform Infrared Spectroscopy (FTIR) is established to find the geographic origins of Chinese wolfberry quickly. In the paper, the 45 samples of Chinese wolfberry from different places of Qinghai Province are to be surveyed by FTIR. The...
Models, Theoretical Spectroscopy, Fourier Transform Infrared Wavelet Analysis Neural Networks, Computer Lycium
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Unsupervised Topic Modeling in a Large Free Text Radiology Report Repository.

Journal of digital imaging Feb 1, 2016
Radiology report narrative contains a large amount of information about the patient's health and the radiologist's interpretation of medical findings. Most of this critical information is entered in free text format, even when structured radiology re...
Models, Theoretical Cluster Analysis Natural Language Processing Machine Learning Algorithms Radiology Information Systems Humans
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[Application of the mathematical model for prognosis in the rehabilitation of children after cochlear implantation].

Vestnik otorinolaringologii Jan 1, 2016
UNLABELLED: Despite the variety of etiological factors, cochlear implantation (CI) remains the only effective method for the rehabilitation of the patients presenting with total deafness. The aim of this study was the enhancement of the efficiency of...
Hearing Loss Male Prognosis Hearing Tests Correction of Hearing Impairment Child, Preschool Auditory Perception Female Patient Selection Models, Theoretical Child Humans Cochlear Implantation Treatment Outcome Neural Networks, Computer
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Natural language processing and the Now-or-Never bottleneck.

The Behavioral and brain sciences Jan 1, 2016
Researchers, motivated by the need to improve the efficiency of natural language processing tools to handle web-scale data, have recently arrived at models that remarkably match the expected features of human language processing under the Now-or-Neve...
Cognitive Science Linguistics Language Models, Theoretical Humans Natural Language Processing
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An expert system with radial basis function neural network based on decision trees for predicting sediment transport in sewers.

Water science and technology : a journal of the International Association on Water Pollution Research Jan 1, 2016
In this study, an expert system with a radial basis function neural network (RBF-NN) based on decision trees (DT) is designed to predict sediment transport in sewer pipes at the limit of deposition. First, sensitivity analysis is carried out to inves...
Decision Trees Kinetics Expert Systems Neural Networks, Computer Models, Theoretical Sewage Water Pollutants, Chemical
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Application of response surface methodology and artificial neural network: modeling and optimization of Cr(VI) adsorption process using Dowex 1X8 anion exchange resin.

Water science and technology : a journal of the International Association on Water Pollution Research Jan 1, 2016
We report the adsorption efficiency of Cr(VI) on a strong anionic resin Dowex 1X8. The Fourier transform infrared spectroscopy (FTIR) and X-ray diffraction (XRD) analysis of this adsorbent were investigated. Response surface methodology was applied t...
Neural Networks, Computer Resins, Synthetic Water Pollutants, Chemical Adsorption Hydrogen-Ion Concentration Models, Theoretical Chromium Waste Disposal, Fluid Wastewater X-Ray Diffraction Spectroscopy, Fourier Transform Infrared Temperature
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Hybrid wavelet-support vector machine approach for modelling rainfall-runoff process.

Water science and technology : a journal of the International Association on Water Pollution Research Jan 1, 2016
Because of the importance of water resources management, the need for accurate modeling of the rainfall-runoff process has rapidly grown in the past decades. Recently, the support vector machine (SVM) approach has been used by hydrologists for rainfa...
Rain Water Movements Water Resources Hydrology Models, Theoretical Support Vector Machine Rivers Neural Networks, Computer
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