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Data from: Trends in anesthesiology research: a machine learning approach to theme discovery and summarization
负责人:
关键词:
Natural Language Processing;Data Visualization;Machine Learning;Topic Modeling
DOI:
doi:10.5061/dryad.h86746g
摘要:
t end, we detail a pipeline, which utilizes machine learning and natural language processing for unsupervised theme extraction, and a novel method for summar
Data from: Complexity of possibly gapped histogram and analysis of histogram
负责人:
关键词:
Unsupervised Machine Learning;Macrostate;Data Mechanics;statistical mechanics;Hierarchical Clustering Algorithm
DOI:
doi:10.5061/dryad.bs632
摘要:
the minimum energy macroscopic states is surprisingly resolved by applying the hierarchical clustering algorithm. Thus, a possibly gapped histogram corresponds
Data from: Unsupervised machine learning reveals mimicry complexes in bumble bees occur along a perceptual continuum
负责人:
关键词:
Biogeography;Convolutional Neural Network;coloration;Machine Learning;Müllerian mimicry;Bombus
DOI:
doi:10.5061/dryad.sd7cd06
摘要:
ross the contiguous United States and use these to quantify colour pattern mimicry using an innovative, unsupervised machine learning approach based on computer vision
Data from: An fMRI-based neural marker for migraine without aura
负责人:
关键词:
DOI:
doi:10.5061/dryad.2f82381
摘要:
its association with treatment response. Methods: Cross-sectional studies with resting-state fMRI data from 230 participants and machine learning analyses wer
Patchy promiscuity: machine learning applied to predict the host specificity of Salmonella enterica and Escherichia coli
负责人:
University Of Edinburgh;;University Of Edinburgh
关键词:
Biological Sciences::Medical and Veterinary Microbiology
DOI:
doi:10.7488/ds/2102
摘要:
t represent a threat to human health. In this study, host specificity and zoonotic potential were predicted using machine learning in which
Data from: Behavioural compass: animal behaviour recognition using magnetometers
负责人:
关键词:
Suricata suricatta;Earth's magnetic field;magnetometer;behaviour recognition;angular velocity;accelerometer;biomechanics;Machine Learning;Meerkats
DOI:
doi:10.5061/dryad.2fr72sb
摘要:
cs and machine learning to recognise behaviour. We showcase the utility of our method on triaxial magnetometer data collected on ten wild Kalahari meerkats
Data from: Study of the accuracy of a machine learning muscle MRI-based tool for diagnosis the of muscular dystrophies
负责人:
关键词:
DOI:
doi:10.5061/dryad.7tb88vs
摘要:
and files containing the numeric data were generated. Random forest unsupervised machine learning was applied to develop a model useful to identify
Data from: Global macroevolution and macroecology of passerine song
负责人:
关键词:
Macroevolution;passerine;life-history evolution;peak frequency;pitch;song complexity
DOI:
doi:10.5061/dryad.9sk4v
摘要:
ng machine learning techniques, we extracted songs from a large citizen science dataset, and then analysed the evolution, and biotic and abiotic predictors of var
Data from: Machine learning methods for locating re-entrant drivers from electrograms in a model of atrial fibrillation
负责人:
关键词:
targetted ablation;arrythmia;atrial fibrillation;electrograms;Machine Learning;cellular automata
DOI:
doi:10.5061/dryad.675260p
摘要:
electrogram measurements. The method proposed employs simple, out of the box machine learning algorithms to correlate characteristic electrogram gradients
Data from: Continuous corn and corn–soybean profits over a 45-year tillage and fertilizer experiment
负责人:
Cook, Rachel L.
关键词:
Tillage No-till Nutrient Management Fertilizer Profit Economic analysis Corn Soybean
DOI:
doi:10.5061/dryad.g1n25
摘要:
% machinery cost increase would have made MP less profitable than NT. These findings suggest that since 1991 CS under NT carried the same potential for profit

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