AIMC Topic: Algorithms

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Spectrophotometric determination of fluoxetine by molecularly imprinted polypyrrole and optimization by experimental design, artificial neural network and genetic algorithm.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Sep 13, 2017
A selective method based on molecularly imprinted polymer (MIP) solid-phase extraction (SPE) using UV-Vis spectrophotometry as a detection technique was developed for the determination of fluoxetine (FLU) in pharmaceutical and human serum samples. Th...
Reference Standards Spectrophotometry Pyrroles Molecular Imprinting Calibration Fluoxetine Neural Networks, Computer Solutions Regression Analysis Polymers Algorithms
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Robust spike-train learning in spike-event based weight update.

Neural networks : the official journal of the International Neural Network Society Sep 12, 2017
Supervised learning algorithms in a spiking neural network either learn a spike-train pattern for a single neuron receiving input spike-train from multiple input synapses or learn to output the first spike time in a feedforward network setting. In th...
Synapses Algorithms Supervised Machine Learning Models, Neurological Neurons Neural Networks, Computer Humans Action Potentials
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Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology.

International journal of neural systems Sep 11, 2017
Changing the metric on the data may change the data distribution, hence a good distance metric can promote the performance of learning algorithm. In this paper, we address the semi-supervised distance metric learning (ML) problem to obtain the best n...
Humans Algorithms Computer Simulation Artificial Intelligence Nonlinear Dynamics Cluster Analysis Pattern Recognition, Automated Supervised Machine Learning
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Fixed-time synchronization of memristor-based BAM neural networks with time-varying discrete delay.

Neural networks : the official journal of the International Neural Network Society Sep 11, 2017
This paper is devoted to studying the fixed-time synchronization of memristor-based BAM neural networks (MBAMNNs) with discrete delay. Fixed-time synchronization means that synchronization can be achieved in a fixed time for any initial values of the...
Feedback Time Factors Neural Networks, Computer Algorithms
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Continuous robust sound event classification using time-frequency features and deep learning.

PloS one Sep 11, 2017
The automatic detection and recognition of sound events by computers is a requirement for a number of emerging sensing and human computer interaction technologies. Recent advances in this field have been achieved by machine learning classifiers worki...
Models, Theoretical Machine Learning Sound Algorithms Humans
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Refining diagnosis of Parkinson's disease with deep learning-based interpretation of dopamine transporter imaging.

NeuroImage. Clinical Sep 10, 2017
Dopaminergic degeneration is a pathologic hallmark of Parkinson's disease (PD), which can be assessed by dopamine transporter imaging such as FP-CIT SPECT. Until now, imaging has been routinely interpreted by human though it can show interobserver va...
Tropanes Aged Male Dopamine Plasma Membrane Transport Proteins Radionuclide Imaging Machine Learning Parkinson Disease Tomography, Emission-Computed, Single-Photon Humans Algorithms Neuroimaging Middle Aged Neural Networks, Computer Female
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Predicting posttraumatic stress disorder following a natural disaster.

Journal of psychiatric research Sep 8, 2017
Earthquakes are a common and deadly natural disaster, with roughly one-quarter of survivors subsequently developing posttraumatic stress disorder (PTSD). Despite progress identifying risk factors, limited research has examined how to combine variable...
Area Under Curve Chile Disasters ROC Curve Logistic Models Risk Assessment Prevalence Interviews as Topic Stress Disorders, Post-Traumatic Surveys and Questionnaires Machine Learning Algorithms Prognosis Humans
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Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm.

Computer methods and programs in biomedicine Sep 8, 2017
BACKGROUND AND OBJECTIVE: Diabetes is a silent killer. The main cause of this disease is the presence of excessive amounts of metabolites such as glucose. There were about 387 million diabetic people all over the world in 2014. The financial burden o...
Discriminant Analysis Reproducibility of Results Diabetes Mellitus Bayes Theorem Machine Learning Algorithms Humans
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Mittag-Leffler synchronization of fractional neural networks with time-varying delays and reaction-diffusion terms using impulsive and linear controllers.

Neural networks : the official journal of the International Neural Network Society Sep 8, 2017
In this paper, we propose a fractional-order neural network system with time-varying delays and reaction-diffusion terms. We first develop a new Mittag-Leffler synchronization strategy for the controlled nodes via impulsive controllers. Using the fra...
Neural Networks, Computer Memory, Long-Term Reaction Time Diffusion Algorithms Linear Models Time Factors
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Network Location-Aware Service Recommendation with Random Walk in Cyber-Physical Systems.

Sensors (Basel, Switzerland) Sep 8, 2017
Cyber-physical systems (CPS) have received much attention from both academia and industry. An increasing number of functions in CPS are provided in the way of services, which gives rise to an urgent task, that is, how to recommend the suitable servic...
Algorithms Computer Systems Models, Statistical Neural Networks, Computer
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