AIMC Topic: Algorithms

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Continuous patrolling in uncertain environment with the UAV swarm.

PloS one Aug 24, 2018
The research about unmanned aerial vehicle (UAV) swarm has developed rapidly in recent years, especially the UAV swarm with sensors which is becoming common means of achieving situational awareness. Due to inadequate researches of the UAV swarm with ...
Aircraft Algorithms Robotics Environment Remote Sensing Technology Uncertainty
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Personalized Saliency and Its Prediction.

IEEE transactions on pattern analysis and machine intelligence Aug 23, 2018
Nearly all existing visual saliency models by far have focused on predicting a universal saliency map across all observers. Yet psychology studies suggest that visual attention of different observers can vary significantly under specific circumstance...
Fixation, Ocular Female Young Adult Adult Models, Statistical Attention Male Image Processing, Computer-Assisted Neural Networks, Computer Machine Learning Algorithms Humans
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Predictors of atrial fibrillation early recurrence following cryoballoon ablation of pulmonary veins using statistical assessment and machine learning algorithms.

Heart and vessels Aug 23, 2018
Inflammation, oxidative stress, myocardial injury biomarkers and clinical parameters (longer AF duration, left atrial enlargement, the metabolic syndrome) are factors commonly related to AF recurrence. This study aims to assess the predictive value o...
Pulmonary Veins Cryosurgery Middle Aged Atrial Fibrillation Prognosis Time Factors Electrocardiography, Ambulatory Recurrence Follow-Up Studies Retrospective Studies Heart Conduction System Humans Female Machine Learning Algorithms Male
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Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination.

Sensors (Basel, Switzerland) Aug 23, 2018
, a smut fungus, is studied as an agent for the biological control of (milk thistle) weed. Confirmation of the systemic infection is essential in order to assess the effectiveness of the biological control application and assist decision-making. Non...
Algorithms Plant Weeds Plant Diseases Biological Control Agents Silybum marianum Spectrum Analysis Neural Networks, Computer Basidiomycota
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Predictive pollen-based biome modeling using machine learning.

PloS one Aug 23, 2018
This paper investigates suitability of supervised machine learning classification methods for classification of biomes using pollen datasets. We assign modern pollen samples from Africa and Arabia to five biome classes using a previously published Af...
Supervised Machine Learning Climate Change Statistics, Nonparametric Pollen Decision Trees Bayes Theorem Neural Networks, Computer Discriminant Analysis Algorithms Fossils Support Vector Machine Africa Ecosystem Logistic Models Models, Statistical
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Traditional machine learning for limited angle tomography.

International journal of computer assisted radiology and surgery Aug 22, 2018
PURPOSE: The application of traditional machine learning techniques, in the form of regression models based on conventional, "hand-crafted" features, to artifact reduction in limited angle tomography is investigated.
Algorithms Tomography, X-Ray Computed Image Processing, Computer-Assisted Artifacts Humans Machine Learning Phantoms, Imaging
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Quiet sleep detection in preterm infants using deep convolutional neural networks.

Journal of neural engineering Aug 22, 2018
OBJECTIVE: Neonates spend most of their time asleep. Sleep of preterm infants evolves rapidly throughout maturation and plays an important role in brain development. Since visual labelling of the sleep stages is a time consuming task, automated analy...
Algorithms Brain Female Infant, Newborn Humans Sleep Neural Networks, Computer Automation Infant, Premature Sleep Stages Male Electroencephalography Wakefulness
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Automatic polyp frame screening using patch based combined feature and dictionary learning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Aug 22, 2018
Polyps in the colon can potentially become malignant cancer tissues where early detection and removal lead to high survival rate. Certain types of polyps can be difficult to detect even for highly trained physicians. Inspired by aforementioned proble...
Algorithms Image Interpretation, Computer-Assisted Brain Urinary Bladder Magnetic Resonance Imaging Male Early Detection of Cancer Support Vector Machine Humans Prostate Machine Learning
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Combinatorial Scoring of Phylogenetic Trees and Networks Based on Homoplasy-Free Characters.

Journal of computational biology : a journal of computational molecular cell biology Aug 22, 2018
Construction of phylogenetic trees and networks for extant species from their characters represents one of the key problems in phylogenomics. While solution to this problem is not always uniquely defined and there exist multiple methods for tree/netw...
Algorithms Phylogeny Child Computational Biology Humans Neural Networks, Computer Models, Genetic Color Mathematical Concepts
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Sequential Integration of Fuzzy Clustering and Expectation Maximization for Transcription Factor Binding Site Identification.

Journal of computational biology : a journal of computational molecular cell biology Aug 22, 2018
The identification of transcription factor binding sites (TFBSs) is a problem for which computational methods offer great hope. Thus far, the expectation maximization (EM) technique has been successfully utilized in finding TFBSs in DNA sequences, bu...
Chromatin Immunoprecipitation Computational Biology Transcription Factors Sequence Analysis, DNA Humans Fuzzy Logic Binding Sites Algorithms Nucleotide Motifs Cluster Analysis Protein Binding
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