AIMC Topic: Decision Making

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The Artificial Neural Networks Based on Scalarization Method for a Class of Bilevel Biobjective Programming Problem.

Computational intelligence and neuroscience Sep 14, 2017
A two-stage artificial neural network (ANN) based on scalarization method is proposed for bilevel biobjective programming problem (BLBOP). The induced set of the BLBOP is firstly expressed as the set of minimal solutions of a biobjective optimization...
Problem Solving Programming, Linear Algorithms Computer Simulation Decision Making Humans Neural Networks, Computer
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A novel and reliable computational intelligence system for breast cancer detection.

Medical & biological engineering & computing Sep 11, 2017
Cancer is the second important morbidity and mortality factor among women and the most incident type is breast cancer. This paper suggests a hybrid computational intelligence model based on unsupervised and supervised learning techniques, i.e., self-...
Humans Artificial Intelligence Female Models, Theoretical Early Detection of Cancer Decision Making Reproducibility of Results Breast Neoplasms ROC Curve
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Machine learning techniques for the optimization of joint replacements: Application to a short-stem hip implant.

PloS one Sep 5, 2017
Today, different implant designs exist in the market; however, there is not a clear understanding of which are the best implant design parameters to achieve mechanical optimal conditions. Therefore, the aim of this project was to investigate if the g...
Prosthesis Design Stress, Mechanical Weight-Bearing Arthroplasty, Replacement, Hip Humans Computer Simulation Arthroplasty, Replacement Femur Machine Learning Imaging, Three-Dimensional Finite Element Analysis Software Decision Making Hip Prosthesis Algorithms
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Mapping quorum sensing onto neural networks to understand collective decision making in heterogeneous microbial communities.

Physical biology Jul 19, 2017
Microbial communities frequently communicate via quorum sensing (QS), where cells produce, secrete, and respond to a threshold level of an autoinducer (AI) molecule, thereby modulating gene expression. However, the biology of QS remains incompletely ...
Signal Transduction Bacterial Physiological Phenomena Neural Networks, Computer Staphylococcus aureus Quorum Sensing Decision Making Gene Expression Regulation, Bacterial Bacterial Proteins Models, Biological Microbial Interactions
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Decision-making neural circuits mediating social behaviors : An attractor network model.

Journal of computational neuroscience Jun 29, 2017
We propose a mathematical model of a continuous attractor network that controls social behaviors. The model is examined with bifurcation analysis and computer simulations. The results show that the model exhibits stable steady states and thresholds f...
Humans Neural Networks, Computer Computer Simulation Models, Neurological Decision Making Neurons Animals Male Models, Theoretical Nerve Net Social Behavior Nonlinear Dynamics Synapses
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History matching through dynamic decision-making.

PloS one Jun 5, 2017
History matching is the process of modifying the uncertain attributes of a reservoir model to reproduce the real reservoir performance. It is a classical reservoir engineering problem and plays an important role in reservoir management since the resu...
Uncertainty Humans Decision Support Techniques Brazil Decision Making Unsupervised Machine Learning Benchmarking
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Temporal detection and analysis of guideline interactions.

Artificial intelligence in medicine Jan 20, 2017
BACKGROUND: Clinical practice guidelines (CPGs) are assuming a major role in the medical area, to grant the quality of medical assistance, supporting physicians with evidence-based information of interventions in the treatment of single pathologies. ...
Humans Artificial Intelligence Decision Making Practice Guidelines as Topic Time
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Some Muirhead Mean Operators for Intuitionistic Fuzzy Numbers and Their Applications to Group Decision Making.

PloS one Jan 19, 2017
Muirhead mean (MM) is a well-known aggregation operator which can consider interrelationships among any number of arguments assigned by a variable vector. Besides, it is a universal operator since it can contain other general operators by assigning s...
Decision Making Group Processes Intuition Humans Models, Theoretical Fuzzy Logic
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Computer aided decision making for heart disease detection using hybrid neural network-Genetic algorithm.

Computer methods and programs in biomedicine Jan 18, 2017
Cardiovascular disease is one of the most rampant causes of death around the world and was deemed as a major illness in Middle and Old ages. Coronary artery disease, in particular, is a widespread cardiovascular malady entailing high mortality rates....
Support Vector Machine Humans Decision Making Neural Networks, Computer Heart Diseases Algorithms
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Patient-Centered Robot-Aided Passive Neurorehabilitation Exercise Based on Safety-Motion Decision-Making Mechanism.

BioMed research international Jan 16, 2017
Safety is one of the crucial issues for robot-aided neurorehabilitation exercise. When it comes to the passive rehabilitation training for stroke patients, the existing control strategies are usually just based on position control to carry out the tr...
Safety Exercise Therapy Stroke Rehabilitation Humans Precision Medicine Decision Making Robotics Female Stroke Aged Middle Aged Adult Models, Theoretical Male
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