AIMC Topic: Support Vector Machine

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A Personalized Electronic Movie Recommendation System Based on Support Vector Machine and Improved Particle Swarm Optimization.

PloS one Nov 29, 2016
With the rapid development of ICT and Web technologies, a large an amount of information is becoming available and this is producing, in some instances, a condition of information overload. Under these conditions, it is difficult for a person to loca...
Humans Support Vector Machine Motion Pictures
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A Graph Approach to Mining Biological Patterns in the Binding Interfaces.

Journal of computational biology : a journal of computational molecular cell biology Nov 28, 2016
Protein-RNA interactions play important roles in the biological systems. Searching for regular patterns in the Protein-RNA binding interfaces is important for understanding how protein and RNA recognize each other and bind to form a complex. Herein, ...
Protein Binding Computational Biology RNA-Binding Proteins Data Mining RNA Support Vector Machine Proteins Humans Animals Molecular Docking Simulation Amino Acid Motifs Protein Conformation Protein Interaction Domains and Motifs Binding Sites Computer Graphics
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LBSizeCleav: improved support vector machine (SVM)-based prediction of Dicer cleavage sites using loop/bulge length.

BMC bioinformatics Nov 25, 2016
BACKGROUND: Dicer is necessary for the process of mature microRNA (miRNA) formation because the Dicer enzyme cleaves pre-miRNA correctly to generate miRNA with correct seed regions. Nonetheless, the mechanism underlying the selection of a Dicer cleav...
Ribonuclease III Nucleic Acid Conformation RNA Precursors DEAD-box RNA Helicases Humans Software Algorithms Bayes Theorem Base Sequence Support Vector Machine MicroRNAs
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Area Determination of Diabetic Foot Ulcer Images Using a Cascaded Two-Stage SVM-Based Classification.

IEEE transactions on bio-medical engineering Nov 23, 2016
The standard chronic wound assessment method based on visual examination is potentially inaccurate and also represents a significant clinical workload. Hence, computer-based systems providing quantitative wound assessment may be valuable for accurate...
Image Interpretation, Computer-Assisted Pattern Recognition, Automated Humans Photography Algorithms Reproducibility of Results Sensitivity and Specificity Smartphone Severity of Illness Index Mobile Applications Colorimetry Support Vector Machine Diabetic Foot
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A Natural Language Processing-based Model to Automate MRI Brain Protocol Selection and Prioritization.

Academic radiology Nov 23, 2016
RATIONALE AND OBJECTIVES: Incorrect imaging protocol selection can contribute to increased healthcare cost and waste. To help healthcare providers improve the quality and safety of medical imaging services, we developed and evaluated three natural la...
Brain Diseases Clinical Protocols Health Priorities Natural Language Processing Feasibility Studies Patient Selection Retrospective Studies Female Sensitivity and Specificity Support Vector Machine Magnetic Resonance Imaging Male Middle Aged Humans Algorithms
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Prediction of Protein-Protein Interactions by Evidence Combining Methods.

International journal of molecular sciences Nov 22, 2016
Most cellular functions involve proteins' features based on their physical interactions with other partner proteins. Sketching a map of protein-protein interactions (PPIs) is therefore an important inception step towards understanding the basics of c...
Humans Computer Simulation Animals Escherichia coli Proteins Models, Molecular Data Mining Mice Computational Biology Support Vector Machine Protein Interaction Domains and Motifs Arabidopsis Drosophila melanogaster Molecular Sequence Annotation High-Throughput Nucleotide Sequencing Gene Ontology Datasets as Topic Protein Interaction Mapping Saccharomyces cerevisiae
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Detection of Mild Traumatic Brain Injury by Machine Learning Classification Using Resting State Functional Network Connectivity and Fractional Anisotropy.

Journal of neurotrauma Nov 21, 2016
Traumatic brain injury (TBI) may adversely affect a person's thinking, memory, personality, and behavior. While mild TBI (mTBI) diagnosis is challenging, there is a risk for long-term psychiatric, neurologic, and psychosocial problems in some patient...
Young Adult Adult Male Support Vector Machine Humans Female Connectome Brain Concussion Anisotropy Diffusion Magnetic Resonance Imaging Magnetic Resonance Imaging Cerebellum Cerebral Cortex
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Content-Based Discovery for Web Map Service using Support Vector Machine and User Relevance Feedback.

PloS one Nov 18, 2016
Many discovery methods for geographic information services have been proposed. There are approaches for finding and matching geographic information services, methods for constructing geographic information service classification schemes, and automati...
Maps as Topic Feedback Humans Support Vector Machine User-Computer Interface Algorithms Internet Information Storage and Retrieval
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Development of pharmacophore-based classification model for activators of constitutive androstane receptor.

Drug metabolism and pharmacokinetics Nov 17, 2016
Constitutive androstane receptor (CAR) is predominantly expressed in the liver and is important for regulating drug metabolism and transport. Despite its biological importance, there have been few attempts to develop in silico models to predict the a...
Humans Ligands Neural Networks, Computer Receptors, Cytoplasmic and Nuclear Support Vector Machine Constitutive Androstane Receptor
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Prediction of microRNAs involved in immune system diseases through network based features.

Journal of biomedical informatics Nov 15, 2016
MicroRNAs are a class of small non-coding regulatory RNA molecules that modulate the expression of several genes at post-transcriptional level and play a vital role in disease pathogenesis. Recent research shows that a range of miRNAs are involved in...
Immune System Diseases Humans Forecasting Computational Biology Support Vector Machine MicroRNAs
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