AIMC Topic: Algorithms

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Event-triggered synchronization strategy for complex dynamical networks with the Markovian switching topologies.

Neural networks : the official journal of the International Neural Network Society Dec 1, 2015
This paper concerns the synchronization problem of complex networks with the random switching topologies. By modeling the switching of network topologies as a Markov process, a novel event-triggered synchronization strategy is proposed. Unlike the ex...
Computer Simulation Markov Chains Time Perception Neural Networks, Computer Algorithms
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Learning Predictive Interactions Using Information Gain and Bayesian Network Scoring.

PloS one Dec 1, 2015
BACKGROUND: The problems of correlation and classification are long-standing in the fields of statistics and machine learning, and techniques have been developed to address these problems. We are now in the era of high-dimensional data, which is data...
Bayes Theorem Machine Learning Algorithms Polymorphism, Single Nucleotide Genome-Wide Association Study Computational Biology
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Machine Learning and Network Methods for Biology and Medicine.

Computational and mathematical methods in medicine Nov 29, 2015
Algorithms Animals Computational Biology Humans Machine Learning
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Pulse Diagnosis Signals Analysis of Fatty Liver Disease and Cirrhosis Patients by Using Machine Learning.

TheScientificWorldJournal Nov 28, 2015
OBJECTIVE: . To compare the signals of pulse diagnosis of fatty liver disease (FLD) patients and cirrhosis patients.
Algorithms Case-Control Studies Diagnosis, Computer-Assisted Humans Machine Learning Pulse Fatty Liver Liver Cirrhosis Models, Theoretical
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A divide-and-combine method for large scale nonparallel support vector machines.

Neural networks : the official journal of the International Neural Network Society Nov 27, 2015
Nonparallel Support Vector Machine (NPSVM) which is more flexible and has better generalization than typical SVM is widely used for classification. Although some methods and toolboxes like SMO and libsvm for NPSVM are used, NPSVM is hard to scale up ...
Humans Algorithms Support Vector Machine Cluster Analysis
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Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction.

IEEE transactions on bio-medical engineering Nov 25, 2015
OBJECTIVE: Improve the reconstructed image with fast and multiclass dictionaries learning when magnetic resonance imaging is accelerated by undersampling the k-space data.
Image Enhancement Brain Reproducibility of Results Phantoms, Imaging Data Compression Sensitivity and Specificity Humans Artifacts Magnetic Resonance Imaging Machine Learning Sample Size Algorithms Pattern Recognition, Automated Subtraction Technique
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Cough event classification by pretrained deep neural network.

BMC medical informatics and decision making Nov 25, 2015
BACKGROUND: Cough is an essential symptom in respiratory diseases. In the measurement of cough severity, an accurate and objective cough monitor is expected by respiratory disease society. This paper aims to introduce a better performed algorithm, pr...
Algorithms Severity of Illness Index Models, Statistical Cough Datasets as Topic Humans Normal Distribution Neural Networks, Computer
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Predictive modeling of structured electronic health records for adverse drug event detection.

BMC medical informatics and decision making Nov 25, 2015
BACKGROUND: The digitization of healthcare data, resulting from the increasingly widespread adoption of electronic health records, has greatly facilitated its analysis by computational methods and thereby enabled large-scale secondary use thereof. Th...
Patient Safety Databases, Factual Computer Simulation Electronic Health Records Drug-Related Side Effects and Adverse Reactions Machine Learning Pharmacovigilance Algorithms Forecasting Humans
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Automated Classification and Cluster Visualization of Genotypes Derived from High Resolution Melt Curves.

PloS one Nov 25, 2015
INTRODUCTION: High Resolution Melting (HRM) following PCR has been used to identify DNA genotypes. Fluorescent dyes bounded to double strand DNA lose their fluorescence with increasing temperature, yielding different signatures for different genotype...
Genotype DNA Polymerase Chain Reaction Genotyping Techniques Transition Temperature Software Algorithms Automation, Laboratory Humans Machine Learning
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Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks.

Computational and mathematical methods in medicine Nov 24, 2015
Identification and detection of dendritic spines in neuron images are of high interest in diagnosis and treatment of neurological and psychiatric disorders (e.g., Alzheimer's disease, Parkinson's diseases, and autism). In this paper, we have proposed...
Microscopy, Confocal Computational Biology Humans Rats Algorithms Neural Networks, Computer Pattern Recognition, Automated Cells, Cultured Animals Wavelet Analysis Imaging, Three-Dimensional Dendritic Spines Image Processing, Computer-Assisted
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