AIMC Topic:
Models, Theoretical

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Self-training in significance space of support vectors for imbalanced biomedical event data.

BMC bioinformatics Apr 23, 2015
BACKGROUND: Pairwise relationships extracted from biomedical literature are insufficient in formulating biomolecular interactions. Extraction of complex relations (namely, biomedical events) has become the main focus of the text-mining community. How...
Information Storage and Retrieval Terminology as Topic Databases, Bibliographic Periodicals as Topic Data Mining Models, Theoretical Natural Language Processing Humans Algorithms
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Applying a novel combination of techniques to develop a predictive model for diabetes complications.

PloS one Apr 22, 2015
Among the many related issues of diabetes management, its complications constitute the main part of the heavy burden of this disease. The aim of this paper is to develop a risk advisor model to predict the chances of diabetes complications according ...
Regression Analysis Humans Predictive Value of Tests Risk Assessment Neural Networks, Computer Algorithms Bayes Theorem Diabetes Complications Risk Factors Models, Theoretical
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Fuzzy Controller Design Using Evolutionary Techniques for Twin Rotor MIMO System: A Comparative Study.

Computational intelligence and neuroscience Apr 19, 2015
This paper presents a comparative study of fuzzy controller design for the twin rotor multi-input multioutput (MIMO) system (TRMS) considering most promising evolutionary techniques. These are gravitational search algorithm (GSA), particle swarm opti...
Models, Theoretical Gravitation Computer Simulation Fuzzy Logic Biological Evolution Animals Nonlinear Dynamics Humans Bees Algorithms
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On the Relationship between Variational Level Set-Based and SOM-Based Active Contours.

Computational intelligence and neuroscience Apr 19, 2015
Most Active Contour Models (ACMs) deal with the image segmentation problem as a functional optimization problem, as they work on dividing an image into several regions by optimizing a suitable functional. Among ACMs, variational level set methods hav...
Humans Neural Networks, Computer Set, Psychology Models, Theoretical Pattern Recognition, Automated
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Improving PLS-RFE based gene selection for microarray data classification.

Computers in biology and medicine Apr 17, 2015
Gene selection plays a crucial role in constructing efficient classifiers for microarray data classification, since microarray data is characterized by high dimensionality and small sample sizes and contains irrelevant and redundant genes. In practic...
Support Vector Machine Oligonucleotide Array Sequence Analysis Models, Theoretical
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Magnetization directions and geometries of helical microswimmers for linear velocity-frequency response.

Physical review. E, Statistical, nonlinear, and soft matter physics Apr 17, 2015
Recently, there has been much progress in creating microswimmers or microrobots capable of controlled propulsion in fluidic environments. These microswimmers have numerous possible applications in biomedicine, microfabrication, and sensing. One type ...
Robotics Equipment Design Rotation Models, Theoretical Magnetic Fields Microtechnology Swimming
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Neural Controller Design-Based Adaptive Control for Nonlinear MIMO Systems With Unknown Hysteresis Inputs.

IEEE transactions on cybernetics Apr 16, 2015
This paper studies an adaptive neural control for nonlinear multiple-input multiple-output systems in interconnected form. The studied systems are composed of N subsystems in pure feedback structure and the interconnection terms are contained in ever...
Models, Theoretical Nonlinear Dynamics Algorithms Computer Simulation Neural Networks, Computer
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Incorporating linguistic knowledge for learning distributed word representations.

PloS one Apr 13, 2015
Combined with neural language models, distributed word representations achieve significant advantages in computational linguistics and text mining. Most existing models estimate distributed word vectors from large-scale data in an unsupervised fashio...
Knowledge Bases Models, Theoretical Data Mining Humans Natural Language Processing Verbal Learning Algorithms Linguistics Semantics Language
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Semantic network mapping of religious material: testing multi-agent computer models of social theories against real-world data.

Cognitive processing Apr 8, 2015
Agent-based modeling allows researchers to investigate theories of complex social phenomena and subsequently use the model to generate new hypotheses that can then be compared to real-world data. However, computer modeling has been underutilized in r...
Humans Neural Networks, Computer Semantics Computer Simulation Social Theory Models, Theoretical Religion
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A stock market forecasting model combining two-directional two-dimensional principal component analysis and radial basis function neural network.

PloS one Apr 7, 2015
In this paper, we propose and implement a hybrid model combining two-directional two-dimensional principal component analysis ((2D)2PCA) and a Radial Basis Function Neural Network (RBFNN) to forecast stock market behavior. First, 36 stock market tech...
Principal Component Analysis Commerce Neural Networks, Computer Models, Theoretical Investments
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