AIMC Topic:
Models, Theoretical

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Sequential dynamic artificial neural network modeling of a full-scale coking wastewater treatment plant with fluidized bed reactors.

Environmental science and pollution research international Jun 7, 2015
This study proposed a sequential modeling approach using an artificial neural network (ANN) to develop four independent models which were able to predict biotreatment effluent variables of a full-scale coking wastewater treatment plant (CWWTP). Suita...
Neural Networks, Computer Models, Theoretical Coke Wastewater Waste Disposal, Fluid
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Many regression algorithms, one unified model: A review.

Neural networks : the official journal of the International Neural Network Society Jun 5, 2015
Regression is the process of learning relationships between inputs and continuous outputs from example data, which enables predictions for novel inputs. The history of regression is closely related to the history of artificial neural networks since t...
Normal Distribution Models, Theoretical Linear Models Humans Neural Networks, Computer Algorithms
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Novel hybrid adaptive controller for manipulation in complex perturbation environments.

PloS one Jun 1, 2015
In this paper we present a hybrid control scheme, combining the advantages of task-space and joint-space control. The controller is based on a human-like adaptive design, which minimises both control effort and tracking error. Our novel hybrid adapti...
Environment Learning Models, Theoretical Fuzzy Logic Robotics Algorithms Computer Simulation Humans
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Combining conceptual graphs and argumentation for aiding in the teleexpertise.

Computers in biology and medicine May 30, 2015
Current medical information systems are too complex to be meaningfully exploited. Hence there is a need to develop new strategies for maximising the exploitation of medical data to the benefit of medical professionals. It is against this backdrop tha...
Telemedicine Decision Making, Computer-Assisted Models, Theoretical Knowledge Bases Humans
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Improving nonlinear modeling capabilities of functional link adaptive filters.

Neural networks : the official journal of the International Neural Network Society May 27, 2015
The functional link adaptive filter (FLAF) represents an effective solution for online nonlinear modeling problems. In this paper, we take into account a FLAF-based architecture, which separates the adaptation of linear and nonlinear elements, and we...
Algorithms Models, Theoretical Nonlinear Dynamics Humans Neural Networks, Computer
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Convergence analysis of an augmented algorithm for fully complex-valued neural networks.

Neural networks : the official journal of the International Neural Network Society May 27, 2015
This paper presents an augmented algorithm for fully complex-valued neural network based on Wirtinger calculus, which simplifies the derivation of the algorithm and eliminates the Schwarz symmetry restriction on the activation functions. A unified me...
Neural Networks, Computer Models, Theoretical Algorithms
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Evaluation of wavelet performance via an ANN-based electrical conductivity prediction model.

Environmental monitoring and assessment May 21, 2015
The prediction of water quality parameters plays an important role in water resources and environmental systems. The use of electrical conductivity (EC) as a water quality indicator is one of the important parameters for estimating the amount of mine...
Electric Conductivity Rivers Models, Theoretical Environmental Monitoring Turkey Water Quality Neural Networks, Computer
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Advanced mean-field theory of the restricted Boltzmann machine.

Physical review. E, Statistical, nonlinear, and soft matter physics May 18, 2015
Learning in restricted Boltzmann machine is typically hard due to the computation of gradients of log-likelihood function. To describe the network state statistics of the restricted Boltzmann machine, we develop an advanced mean-field theory based on...
Machine Learning Models, Theoretical Likelihood Functions
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Surface modeling of workpiece and tool trajectory planning for spray painting robot.

PloS one May 18, 2015
Automated tool trajectory planning for spray-painting robots is still a challenging problem, especially for a large free-form surface. A grid approximation of a free-form surface is adopted in CAD modeling in this paper. A free-form surface model is ...
Algorithms Computer Simulation Surface Properties Paintings Models, Theoretical Robotics
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Measurement and ANN prediction of pH-dependent solubility of nitrogen-heterocyclic compounds.

Chemosphere May 15, 2015
Based on the solubility of 25 nitrogen-heterocyclic compounds (NHCs) measured by saturation shake-flask method, artificial neural network (ANN) was employed to the study of the quantitative relationship between the structure and pH-dependent solubili...
Neural Networks, Computer Environmental Pollutants Nitrogen Water Models, Theoretical Heterocyclic Compounds Solubility Quantitative Structure-Activity Relationship Hydrogen-Ion Concentration
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