AIMC Topic: Computer Simulation

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A Directed Acyclic Graph-Large Margin Distribution Machine Model for Music Symbol Classification.

PloS one Mar 17, 2016
Optical Music Recognition (OMR) has received increasing attention in recent years. In this paper, we propose a classifier based on a new method named Directed Acyclic Graph-Large margin Distribution Machine (DAG-LDM). The DAG-LDM is an improvement of...
Music Neural Networks, Computer Machine Learning Algorithms Computer Simulation Support Vector Machine Pattern Recognition, Automated
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Network-Based Identification and Prioritization of Key Regulators of Coronary Artery Disease Loci.

Arteriosclerosis, thrombosis, and vascular biology Mar 10, 2016
OBJECTIVE: Recent genome-wide association studies of coronary artery disease (CAD) have revealed 58 genome-wide significant and 148 suggestive genetic loci. However, the molecular mechanisms through which they contribute to CAD and the clinical impli...
Genomics Genetic Predisposition to Disease Computational Biology Protein Interaction Maps Gene Regulatory Networks Mice Coronary Artery Disease STAT3 Transcription Factor Genetic Loci Signal Transduction Databases, Genetic Bayes Theorem Phenotype Computer Simulation Animals Gene Expression Profiling Case-Control Studies Genome-Wide Association Study Humans Neural Networks, Computer Gene Expression Regulation Lumican
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Modelling the removal of volatile pollutants under transient conditions in a two-stage bioreactor using artificial neural networks.

Journal of hazardous materials Mar 8, 2016
A two-stage biological waste gas treatment system consisting of a first stage biotrickling filter (BTF) and second stage biofilter (BF) was tested for the removal of a gas-phase methanol (M), hydrogen sulphide (HS) and α-pinene (P) mixture. The biore...
Hydrogen Sulfide Monoterpenes Waste Management Bicyclic Monoterpenes Algorithms Neural Networks, Computer Computer Simulation Air Pollutants Biodegradation, Environmental Bioreactors Volatile Organic Compounds Methanol
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A Web Server and Mobile App for Computing Hemolytic Potency of Peptides.

Scientific reports Mar 8, 2016
Numerous therapeutic peptides do not enter the clinical trials just because of their high hemolytic activity. Recently, we developed a database, Hemolytik, for maintaining experimentally validated hemolytic and non-hemolytic peptides. The present stu...
Hemolytic Agents Support Vector Machine Databases, Protein Internet Computer Simulation Humans Amino Acid Sequence Peptides Hemolysis Mobile Applications Sequence Analysis, Protein
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Differential-Evolution Control Parameter Optimization for Unmanned Aerial Vehicle Path Planning.

PloS one Mar 4, 2016
The differential evolution algorithm has been widely applied on unmanned aerial vehicle (UAV) path planning. At present, four random tuning parameters exist for differential evolution algorithm, namely, population size, differential weight, crossover...
Robotics Aircraft Algorithms Computer Simulation
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Sequential detection of learning in cognitive diagnosis.

The British journal of mathematical and statistical psychology Mar 2, 2016
In order to look more closely at the many particular skills examinees utilize to answer items, cognitive diagnosis models have received much attention, and perhaps are preferable to item response models that ordinarily involve just one or a few broad...
Humans Machine Learning Educational Measurement Cognition Computer Simulation Models, Statistical Learning Data Interpretation, Statistical Psychometrics
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Active Shape Discrimination with Compliant Bodies as Reservoir Computers.

Artificial life Mar 2, 2016
Compliant bodies with complex dynamics can be used both to simplify control problems and to lead to adaptive reflexive behavior when engaged with the environment in the sensorimotor loop. By revisiting an experiment introduced by Beer and replacing t...
Computer Simulation Neural Networks, Computer Computers
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Two-Swim Operators in the Modified Bacterial Foraging Algorithm for the Optimal Synthesis of Four-Bar Mechanisms.

Computational intelligence and neuroscience Feb 28, 2016
This paper presents two-swim operators to be added to the chemotaxis process of the modified bacterial foraging optimization algorithm to solve three instances of the synthesis of four-bar planar mechanisms. One swim favors exploration while the seco...
Bacterial Physiological Phenomena Artificial Intelligence Chemotaxis Biological Evolution Algorithms Computer Simulation
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Predicting the Absorption Potential of Chemical Compounds Through a Deep Learning Approach.

IEEE/ACM transactions on computational biology and bioinformatics Feb 26, 2016
The human colorectal carcinoma cell line (Caco-2) is a commonly used in-vitro test that predicts the absorption potential of orally administered drugs. In-silico prediction methods, based on the Caco-2 assay data, may increase the effectiveness of th...
Humans Drug Evaluation, Preclinical Models, Statistical Caco-2 Cells Absorption, Physicochemical Pharmaceutical Preparations Computer Simulation Cell Membrane Permeability Deep Learning Computational Biology
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A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images.

IEEE transactions on bio-medical engineering Feb 26, 2016
GOAL: In this work, we present an extensive description and evaluation of our method for blood vessel segmentation in fundus images based on a discriminatively trained fully connected conditional random field model.
Reproducibility of Results Sensitivity and Specificity Models, Statistical Image Interpretation, Computer-Assisted Pattern Recognition, Automated Retinal Diseases Humans Machine Learning Models, Cardiovascular Computer Simulation Fluorescein Angiography Retinal Artery Ophthalmoscopy Photography
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