AIMC Topic:
Models, Theoretical

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Locating influential nodes in complex networks.

Scientific reports Jan 18, 2016
Understanding and controlling spreading processes in networks is an important topic with many diverse applications, including information dissemination, disease propagation and viral marketing. It is of crucial importance to identify which entities a...
Models, Theoretical Neural Networks, Computer Algorithms
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Time Sharing Between Robotics and Process Control: Validating a Model of Attention Switching.

Human factors Jan 15, 2016
OBJECTIVE: The aim of this study was to validate the strategic task overload management (STOM) model that predicts task switching when concurrence is impossible.
Robotics Attention Task Performance and Analysis Space Flight Reproducibility of Results User-Computer Interface Models, Theoretical Computer Peripherals Humans
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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...
Software Computer Simulation Models, Theoretical Accidents, Traffic Humans Neural Networks, Computer Turkey
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A novel mathematical model to predict prognosis of burnt patients based on logistic regression and support vector machine.

Burns : journal of the International Society for Burn Injuries Jan 13, 2016
OBJECTIVE: To develop a mathematical model of predicting mortality based on the admission characteristics of 6220 burn cases.
Burns Models, Theoretical Shock Aged Multivariate Analysis Support Vector Machine Young Adult Principal Component Analysis Trauma Severity Indices Body Surface Area Child Adult Smoke Inhalation Injury ROC Curve Humans Adolescent Logistic Models Prognosis Child, Preschool Middle Aged Infant, Newborn Infant
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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...
Nonlinear Dynamics Behavior Spatial Navigation Humans Computer Simulation Artificial Intelligence Time Factors Algorithms Models, Theoretical
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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 Proteins Neural Networks, Computer Computer Simulation Gene Expression Profiling Models, Theoretical Saccharomyces cerevisiae Systems Biology Transcription Factors Gene Expression Regulation, Fungal Signal Transduction
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Drug repositioning for non-small cell lung cancer by using machine learning algorithms and topological graph theory.

BMC bioinformatics Jan 11, 2016
BACKGROUND: Non-small cell lung cancer (NSCLC) is one of the leading causes of death globally, and research into NSCLC has been accumulating steadily over several years. Drug repositioning is the current trend in the pharmaceutical industry for ident...
Lung Neoplasms Gene Expression Regulation, Neoplastic Signal Transduction Algorithms Neoplasm Proteins Humans Microarray Analysis Drug Discovery Models, Theoretical Drug Repositioning Machine Learning Antineoplastic Agents Carcinoma, Non-Small-Cell Lung
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CD-Based Indices for Link Prediction in Complex Network.

PloS one Jan 11, 2016
Lots of similarity-based algorithms have been designed to deal with the problem of link prediction in the past decade. In order to improve prediction accuracy, a novel cosine similarity index CD based on distance between nodes and cosine value betwee...
Music Power Plants Electronic Mail Football Caenorhabditis elegans Reproducibility of Results Politics Animals Software Models, Statistical Models, Theoretical Computer Systems Algorithms Aircraft Cluster Analysis Humans Language Neural Networks, Computer
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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...
Problem Solving Travel Animals Models, Theoretical Algorithms Buffaloes Humans Computer Simulation Neural Networks, Computer
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3D Fast Automatic Segmentation of Kidney Based on Modified AAM and Random Forest.

IEEE transactions on medical imaging Jan 5, 2016
In this paper, a fully automatic method is proposed to segment the kidney into multiple components: renal cortex, renal column, renal medulla and renal pelvis, in clinical 3D CT abdominal images. The proposed fast automatic segmentation method of kid...
Humans Kidney Models, Theoretical Decision Trees Radiography, Abdominal Machine Learning Tomography, X-Ray Computed Imaging, Three-Dimensional
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