AIMC Topic:
Models, Theoretical

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Ubiquitous Robotic Technology for Smart Manufacturing System.

Computational intelligence and neuroscience Jun 30, 2016
As the manufacturing tasks become more individualized and more flexible, the machines in smart factory are required to do variable tasks collaboratively without reprogramming. This paper for the first time discusses the similarity between smart manuf...
Electricity Models, Theoretical Manufacturing Industry Robotics Humans Algorithms
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Growing Homophilic Networks Are Natural Navigable Small Worlds.

PloS one Jun 27, 2016
Navigability, an ability to find a logarithmically short path between elements using only local information, is one of the most fascinating properties of real-life networks. However, the exact mechanism responsible for the formation of navigation pro...
Models, Theoretical Models, Biological Algorithms Neural Networks, Computer Brain
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Neural network training as a dissipative process.

Neural networks : the official journal of the International Neural Network Society Jun 21, 2016
This paper analyzes the practical issues and reports some results on a theory in which learning is modeled as a continuous temporal process driven by laws describing the interactions of intelligent agents with their own environment. The classic regul...
Models, Theoretical Acoustic Stimulation Neural Networks, Computer Humans Machine Learning Algorithms
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Decision-Making Model for Adaptive Impedance Control of Teleoperation Systems.

IEEE transactions on haptics Jun 16, 2016
This paper presents a haptic assistance strategy for teleoperation that makes a task and situation-specific compromise between improving tracking performance or human-machine interaction in partially structured environments via the scheduling of the ...
Electric Impedance Man-Machine Systems Robotics Equipment Design User-Computer Interface Models, Theoretical Algorithms Clinical Decision-Making Humans
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Unsupervised neural spike sorting for high-density microelectrode arrays with convolutive independent component analysis.

Journal of neuroscience methods Jun 15, 2016
BACKGROUND: Unsupervised identification of action potentials in multi-channel extracellular recordings, in particular from high-density microelectrode arrays with thousands of sensors, is an unresolved problem. While independent component analysis (I...
Rabbits Retina Action Potentials Unsupervised Machine Learning Microelectrodes Neurons Artifacts Animals Models, Theoretical Computer Simulation
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Forecasting municipal solid waste generation using artificial intelligence modelling approaches.

Waste management (New York, N.Y.) Jun 11, 2016
Municipal solid waste (MSW) management is a major concern to local governments to protect human health, the environment and to preserve natural resources. The design and operation of an effective MSW management system requires accurate estimation of ...
Neural Networks, Computer Artificial Intelligence Solid Waste Waste Management Support Vector Machine Fuzzy Logic Forecasting Queensland Models, Theoretical
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Forecast Modelling via Variations in Binary Image-Encoded Information Exploited by Deep Learning Neural Networks.

PloS one Jun 9, 2016
Traditional forecasting models fit a function approximation from dependent invariables to independent variables. However, they usually get into trouble when date are presented in various formats, such as text, voice and image. This study proposes a n...
Humans Models, Theoretical Machine Learning Neural Networks, Computer Pattern Recognition, Automated Algorithms Computer Graphics
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Bi-convex Optimization to Learn Classifiers from Multiple Biomedical Annotations.

IEEE/ACM transactions on computational biology and bioinformatics Jun 7, 2016
The problem of constructing classifiers from multiple annotators who provide inconsistent training labels is important and occurs in many application domains. Many existing methods focus on the understanding and learning of the crowd behaviors. Sever...
Breast Neoplasms Medical Informatics Humans Models, Theoretical Facial Expression Support Vector Machine Artificial Intelligence Databases, Factual Alzheimer Disease Data Curation Image Interpretation, Computer-Assisted Female
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Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security.

PloS one Jun 7, 2016
A novel intrusion detection system (IDS) using a deep neural network (DNN) is proposed to enhance the security of in-vehicular network. The parameters building the DNN structure are trained with probability-based feature vectors that are extracted fr...
Motor Vehicles Neural Networks, Computer Models, Theoretical
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Application of a Combined Model with Autoregressive Integrated Moving Average (ARIMA) and Generalized Regression Neural Network (GRNN) in Forecasting Hepatitis Incidence in Heng County, China.

PloS one Jun 3, 2016
BACKGROUND: Hepatitis is a serious public health problem with increasing cases and property damage in Heng County. It is necessary to develop a model to predict the hepatitis epidemic that could be useful for preventing this disease.
Neural Networks, Computer Public Health Incidence Models, Theoretical China Humans Hepatitis
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