AIMC Topic:
Models, Theoretical

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Knowledge-Driven Event Extraction in Russian: Corpus-Based Linguistic Resources.

Computational intelligence and neuroscience Jan 5, 2016
Automatic event extraction form text is an important step in knowledge acquisition and knowledge base population. Manual work in development of extraction system is indispensable either in corpus annotation or in vocabularies and pattern creation for...
Russia Linguistics Databases, Factual Language Natural Language Processing Information Storage and Retrieval Models, Theoretical Humans Algorithms
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Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance.

Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention Jan 4, 2016
OBJECTIVE: Vast amounts of injury narratives are collected daily and are available electronically in real time and have great potential for use in injury surveillance and evaluation. Machine learning algorithms have been developed to assist in identi...
Humans Machine Learning Databases, Factual Population Surveillance Accidents, Occupational Data Mining Models, Theoretical Occupational Injuries
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Exponential stabilization and synchronization for fuzzy model of memristive neural networks by periodically intermittent control.

Neural networks : the official journal of the International Neural Network Society Dec 31, 2015
The problem of exponential stabilization and synchronization for fuzzy model of memristive neural networks (MNNs) is investigated by using periodically intermittent control in this paper. Based on the knowledge of memristor and recurrent neural netwo...
Knowledge Models, Theoretical Fuzzy Logic Nonlinear Dynamics Neural Networks, Computer Algorithms
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Forecasting SPEI and SPI Drought Indices Using the Integrated Artificial Neural Networks.

Computational intelligence and neuroscience Dec 30, 2015
The presented paper compares forecast of drought indices based on two different models of artificial neural networks. The first model is based on feedforward multilayer perceptron, sANN, and the second one is the integrated neural network model, hANN...
Humans Forecasting Droughts Models, Theoretical Water Cycle Neural Networks, Computer Environmental Monitoring
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Hourly photosynthetically active radiation estimation in Midwestern United States from artificial neural networks and conventional regressions models.

International journal of biometeorology Dec 29, 2015
The relationship between hourly photosynthetically active radiation (PAR) and the global solar radiation (R s ) was analyzed from data gathered over 3 years at Bondville, IL, and Sioux Falls, SD, Midwestern USA. These data were used to determine temp...
Regression Analysis Seasons Illinois Neural Networks, Computer Models, Theoretical South Dakota Sunlight Photosynthesis
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Spark, an application based on Serendipitous Knowledge Discovery.

Journal of biomedical informatics Dec 28, 2015
Findings from information-seeking behavior research can inform application development. In this report we provide a system description of Spark, an application based on findings from Serendipitous Knowledge Discovery studies and data structures known...
Semantics Information Seeking Behavior Medical Informatics Applications PubMed Knowledge Bases Software Models, Theoretical Internet User-Computer Interface
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A Multiobjective Approach to Homography Estimation.

Computational intelligence and neuroscience Dec 28, 2015
In several machine vision problems, a relevant issue is the estimation of homographies between two different perspectives that hold an extensive set of abnormal data. A method to find such estimation is the random sampling consensus (RANSAC); in this...
Models, Theoretical Artificial Intelligence Algorithms Pattern Recognition, Automated Humans Decision Support Techniques Computer Simulation
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A Neural Network Approach to Intention Modeling for User-Adapted Conversational Agents.

Computational intelligence and neuroscience Dec 27, 2015
Spoken dialogue systems have been proposed to enable a more natural and intuitive interaction with the environment and human-computer interfaces. In this contribution, we present a framework based on neural networks that allows modeling of the user's...
Electronic Data Processing Humans Travel Models, Theoretical Computer Simulation Intention Communication Neural Networks, Computer User-Computer Interface Algorithms
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Real-Time Monitoring and Fault Diagnosis of a Low Power Hub Motor Using Feedforward Neural Network.

Computational intelligence and neuroscience Dec 27, 2015
Low power hub motors are widely used in electromechanical systems such as electrical bicycles and solar vehicles due to their robustness and compact structure. Such systems driven by hub motors (in wheel motors) encounter previously defined and undef...
Neural Networks, Computer Machine Learning Computer Simulation Models, Theoretical Algorithms Humans Electronics Electric Power Supplies
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Generalization Bounds Derived IPM-Based Regularization for Domain Adaptation.

Computational intelligence and neuroscience Dec 27, 2015
Domain adaptation has received much attention as a major form of transfer learning. One issue that should be considered in domain adaptation is the gap between source domain and target domain. In order to improve the generalization ability of domain ...
Regression Analysis Supervised Machine Learning Humans Generalization, Psychological Probability Artificial Intelligence Transfer, Psychology Models, Theoretical
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