HITON: a novel Markov Blanket algorithm for optimal variable selection.
about
Mining precise cause and effect rules in large time series data of socio-economic indicatorsType 2 diabetes risk forecasting from EMR data using machine learning.Text categorization models for high-quality article retrieval in internal medicineFormative evaluation of a prototype system for automated analysis of mass spectrometry data.Predicting cancer type with dimensionality-reduced gene expression micro-array data.A novel Markov Blanket-based repeated-fishing strategy for capturing phenotype-related biomarkers in big omics dataComputational Methods for Unraveling Temporal Brain Connectivity Data.Gene selection for classification of microarray data based on the Bayes error.Knowledge-guided fuzzy logic modeling to infer cellular signaling networks from proteomic dataA comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents.Challenges in the analysis of mass-throughput data: a technical commentary from the statistical machine learning perspective.A Markov blanket-based method for detecting causal SNPs in GWASEarly prediction of reading disability using machine learning.Learning Instance-Specific Predictive ModelsFEPI-MB: identifying SNPs-disease association using a Markov Blanket-based approach.A sparse structure learning algorithm for Gaussian Bayesian Network identification from high-dimensional dataExtracting drug-drug interaction articles from MEDLINE to improve the content of drug databases.Cytokine expression patterns associated with systemic adverse events following smallpox immunizationMarkov Boundary Discovery with Ridge Regularized Linear Models.Patient-tailored prioritization for a pediatric care decision support system through machine learning.The FAST-AIMS Clinical Mass Spectrometry Analysis System.Medical decision support using machine learning for early detection of late-onset neonatal sepsis.Brain Effective Connectivity Modeling for Alzheimer's Disease by Sparse Gaussian Bayesian Network.Unraveling biophysical interactions of radiation pneumonitis in non-small-cell lung cancer via Bayesian network analysis.Efficient Markov Network Structure Discovery Using Independence Tests.Are random forests better than support vector machines for microarray-based cancer classification?Modeling clinical judgment and implicit guideline compliance in the diagnosis of melanomas using machine learning.An expert system based on Fisher score and LS-SVM for cardiac arrhythmia diagnosis.Algorithms for Discovery of Multiple Markov Boundaries.A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images.Data Science in the Research Domain Criteria Era: Relevance of Machine Learning to the Study of Stress Pathology, Recovery, and Resilience
P2860
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P2860
HITON: a novel Markov Blanket algorithm for optimal variable selection.
description
2003 nî lūn-bûn
@nan
2003年の論文
@ja
2003年論文
@yue
2003年論文
@zh-hant
2003年論文
@zh-hk
2003年論文
@zh-mo
2003年論文
@zh-tw
2003年论文
@wuu
2003年论文
@zh
2003年论文
@zh-cn
name
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@en
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@nl
type
label
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@en
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@nl
prefLabel
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@en
HITON: a novel Markov Blanket algorithm for optimal variable selection.
@nl
P2093
P2860
P1476
HITON: a novel Markov Blanket algorithm for optimal variable selection
@en
P2093
A Statnikov
C F Aliferis
I Tsamardinos
P2860
P577
2003-01-01T00:00:00Z