AIMC Topic: Computer Simulation

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Prototype-based models in machine learning.

Wiley interdisciplinary reviews. Cognitive science Jan 21, 2016
An overview is given of prototype-based models in machine learning. In this framework, observations, i.e., data, are stored in terms of typical representatives. Together with a suitable measure of similarity, the systems can be employed in the contex...
Statistics as Topic Neural Networks, Computer Machine Learning Computer Simulation Neurons Data Mining Pattern Recognition, Automated
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Using Support Vector Machine (SVM) for Classification of Selectivity of H1N1 Neuraminidase Inhibitors.

Molecular informatics Jan 15, 2016
Inhibition of the neuraminidase is one of the most promising strategies for preventing influenza virus spreading. 479 neuraminidase inhibitors are collected for dataset 1 and 208 neuraminidase inhibitors for A/P/8/34 are collected for dataset 2. Usin...
Influenza A Virus, H1N1 Subtype Computer Simulation Quantitative Structure-Activity Relationship Support Vector Machine Neuraminidase Antiviral Agents Enzyme Inhibitors
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A neural-based vocoder implementation for evaluating cochlear implant coding strategies.

Hearing research Jan 14, 2016
Most simulations of cochlear implant (CI) coding strategies rely on standard vocoders that are based on purely signal processing techniques. However, these models neither account for various biophysical phenomena, such as neural stochasticity and ref...
Computer Simulation Female Adult Humans Neural Networks, Computer Electroencephalography Signal Processing, Computer-Assisted Prosthesis Design Male Middle Aged Time Factors Loudness Perception Psychoacoustics Cochlear Implants Persons with Hearing Disabilities Speech Perception Speech Acoustics Auditory Threshold Voice Quality Acoustic Stimulation Cochlear Implantation Auditory Pathways Stochastic Processes Electric Stimulation
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Traffic accident reconstruction and an approach for prediction of fault rates using artificial neural networks: A case study in Turkey.

Traffic injury prevention Jan 13, 2016
OBJECTIVE: Currently, in Turkey, fault rates in traffic accidents are determined according to the initiative of accident experts (no speed analyses of vehicles just considering accident type) and there are no specific quantitative instructions on fau...
Humans Models, Theoretical Accidents, Traffic Turkey Neural Networks, Computer Software Computer Simulation
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The Study of Intelligent Vehicle Navigation Path Based on Behavior Coordination of Particle Swarm.

Computational intelligence and neuroscience Jan 12, 2016
In the behavior dynamics model, behavior competition leads to the shock problem of the intelligent vehicle navigation path, because of the simultaneous occurrence of the time-variant target behavior and obstacle avoidance behavior. Considering the sa...
Models, Theoretical Nonlinear Dynamics Behavior Spatial Navigation Algorithms Humans Computer Simulation Artificial Intelligence Time Factors
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Learning a hierarchical representation of the yeast transcriptomic machinery using an autoencoder model.

BMC bioinformatics Jan 11, 2016
BACKGROUND: A living cell has a complex, hierarchically organized signaling system that encodes and assimilates diverse environmental and intracellular signals, and it further transmits signals that control cellular responses, including a tightly con...
Saccharomyces cerevisiae Gene Expression Regulation, Fungal Saccharomyces cerevisiae Proteins Models, Theoretical Transcription Factors Neural Networks, Computer Computer Simulation Gene Expression Profiling Systems Biology Signal Transduction
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An Allele Real-Coded Quantum Evolutionary Algorithm Based on Hybrid Updating Strategy.

Computational intelligence and neuroscience Jan 10, 2016
For improving convergence rate and preventing prematurity in quantum evolutionary algorithm, an allele real-coded quantum evolutionary algorithm based on hybrid updating strategy is presented. The real variables are coded with probability superpositi...
Artificial Intelligence Algorithms Computer Simulation Quantum Theory
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Diagnosing Parkinson's Diseases Using Fuzzy Neural System.

Computational and mathematical methods in medicine Jan 10, 2016
This study presents the design of the recognition system that will discriminate between healthy people and people with Parkinson's disease. A diagnosing of Parkinson's diseases is performed using fusion of the fuzzy system and neural networks. The st...
Machine Learning Algorithms Computer Simulation Humans Neural Networks, Computer Models, Statistical Diagnosis, Computer-Assisted Acoustics Fuzzy Logic Pattern Recognition, Automated Parkinson Disease
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Solving the Traveling Salesman's Problem Using the African Buffalo Optimization.

Computational intelligence and neuroscience Jan 10, 2016
This paper proposes the African Buffalo Optimization (ABO) which is a new metaheuristic algorithm that is derived from careful observation of the African buffalos, a species of wild cows, in the African forests and savannahs. This animal displays unc...
Humans Neural Networks, Computer Travel Models, Theoretical Buffaloes Algorithms Problem Solving Computer Simulation Animals
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Extended Dissipative State Estimation for Markov Jump Neural Networks With Unreliable Links.

IEEE transactions on neural networks and learning systems Jan 8, 2016
This paper is concerned with the problem of extended dissipativity-based state estimation for discrete-time Markov jump neural networks (NNs), where the variation of the piecewise time-varying transition probabilities of Markov chain is subject to a ...
Computer Simulation Markov Chains Neural Networks, Computer
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