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Data from: Validation of an algorithm for identifying MS cases in administrative health claims datasets
负责人:
关键词:
prevalence;2008 - 2016;Multiple Sclerosis;2008-2016;validation study;case ascertainment;algorithm;claims data
DOI:
doi:10.5061/dryad.4c7s325
摘要:
). In the VA, KPSC, and Manitoba, we tested the performance of candidate algorithms based on inpatient, outpatient, and disease-modifying therapy (DMT) claims
Data from: No silver bullets in correlative ecological niche modeling: insights from testing among many potential algorithms for niche estimation
负责人:
关键词:
Species distribution model;No Silver Bullets;Virtual Species;ecological niche model;No Free Lunch Theorem
DOI:
doi:10.5061/dryad.8g0v3
摘要:
potential areas of distribution. The result was that (1) indeed, no single ‘best’ algorithm was found, and (2) different algorithms perform in very different
Data from: Modelling the spread of innovation in wild birds
负责人:
Shultz, Thomas R.
关键词:
social learning innovation diffusion conformity bias animal culture agent-based computer simulation differential equations
DOI:
doi:10.5061/dryad.2p5rb
摘要:
We apply three plausible algorithms in agent-based computer simulations to recent experiments on social learning in wild birds. Although som
Data from: Comparison of photo-matching algorithms commonly used for photographic capture-recapture studies
负责人:
关键词:
Triturus carnifex;Salamandra infraimmaculata;Abystoma opacum;Bombina variegata;Wild-ID;Salamandra salamandra;I3S;AmphIdent;APHIS;Triturus cristatus
DOI:
doi:10.5061/dryad.4f0bh
摘要:
and cost-effectiveness. Recently, several computer-aided photo-matching algorithms have been developed to more efficiently match images of unique individual
Data from: Taking advantage of hybrid bioinspired intelligent algorithm with decoupled extended Kalman filter for optimizing growing and pruning
负责人:
关键词:
Competitive mechanism;Prediction analysis;Bio-inspired intelligent algorithm;GAP-RBF
DOI:
doi:10.5061/dryad.s4t435r
摘要:
and GA these two single bio-inspired optimization algorithms. What is more, our method via DEKF achieves the better results in comparison with the stat
Data from: Development and validation of warning system of ventricular tachyarrhythmia in patients with heart failure with heart rate variability
负责人:
关键词:
implantable-cardioverter defibrillator;Prediction;ventricular tachyarrhyhtmia;Machine Learning;nonlinear dynamics
DOI:
doi:10.5061/dryad.3f9r8r6
摘要:
yzed and different HRV features are extracted. Machine learning algorithms, including random forests (RF) and support vector machines (SVM), are trained on these
Data from: Influence of device accuracy and choice of algorithm for species distribution modelling of seabirds: a case study using black-browed
负责人:
关键词:
MaxEnt;Thallasarche melanophris;Marine bird;ensemble modelling
DOI:
doi:10.5061/dryad.377mc
摘要:
ues 0.958±0.048 vs. 0.95±0.05) across all algorithms. The overlaps of the predicted distributions were higher between device types for the same algorithm, tha
Data from: Using collision cones to assess biological deconfliction methods
负责人:
Brace, Natalie
关键词:
collision avoidance algorithm animal behavior velocity obstacles collision cones multi-species comparison nonlinear control
DOI:
doi:10.5061/dryad.533gf
摘要:
Biological systems consistently outperform autonomous systems governed by engineered algorithms in their ability to reactively avoid collisions
Data from: Improving HybrID: how to best combine indirect and direct encoding in evolutionary algorithms
负责人:
关键词:
Evolutionary algorithms
DOI:
doi:10.5061/dryad.7c4g3
摘要:
ts. Evolutionary algorithms with indirect encoding perform better on regular problems because they reuse genomic information to create regular phenotypes. However, on problems
Data from: Suitability of different mapping algorithms for genome-wide polymorphism scans with Pool-Seq data.
负责人:
关键词:
GWAS;Next Generation Sequencing;Complex traits;mapping algorithm;Pool-Seq
DOI:
doi:10.5061/dryad.2g3s4
摘要:
of false positives was particularly pronounced when data with different read lengths and insert sizes were compared. Out of 14 evaluated algorithms novoalign, bwa mem

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