A Monte Carlo Approach to Biomedical Time Series Search
Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA. A Monte Carlo Approach to Biomedical Time Series Search. 2023 IEEE International Conference On Bioinformatics And Biomedicine (BIBM) 2012, 1: 1-6. PMID: 27617164, PMCID: PMC5016193, DOI: 10.1109/bibm.2012.6392646.Peer-Reviewed Original ResearchQuery resultsInformation gainReal-world biomedical datasetsTime-series subsequence matchingTime series searchCase-based diagnosisDiscovery of trendsHigh-dimensional dataHealth care informaticsSubsequence matchingBiomedical datasetsDimensional dataMatching schemeVariety of areasTraditional researchMatchingExcellent performanceSearch criteriaOverheadGaussian distributionParallelizationInformaticsDatasetSearchingMonte Carlo sampling method