2015
Signal Partitioning Algorithm for Highly Efficient Gaussian Mixture Modeling in Mass Spectrometry
Polanski A, Marczyk M, Pietrowska M, Widlak P, Polanska J. Signal Partitioning Algorithm for Highly Efficient Gaussian Mixture Modeling in Mass Spectrometry. PLOS ONE 2015, 10: e0134256. PMID: 26230717, PMCID: PMC4521892, DOI: 10.1371/journal.pone.0134256.Peer-Reviewed Original ResearchConceptsGaussian mixture modelingMixture modelGaussian mixture modelPeak detectionProteomic mass spectraFeature extractionPartitioning algorithmEfficient algorithmSignal compressionSoftware packageAlgorithmMain ideaMixture modelingModeling approachModelingDatasetApplicationsDetectionPreliminary resultsDetection efficiencyProteomic datasetsMixture modeling approachModelDifferent typesHigh resolution
2014
An Efficient Algorithm for Microarray Probes Re-annotation
Foszner P, Gruca A, Polanski A, Marczyk M, Jaksik R, Polanska J. An Efficient Algorithm for Microarray Probes Re-annotation. Lecture Notes In Computer Science 2014, 8342: 201-218. DOI: 10.1007/978-3-642-54455-2_9.Peer-Reviewed Original ResearchRe-annotation procedureComputational problemsEfficient algorithmAvailable servicesHuge sizeDNA microarray dataSuch dataChip standardsDNA microarray experimentsElaborated systemMicroarray dataStandard chipsAlgorithmSystemEffective toolToolTaskAnalysis of resultsMicroarray probesMicroarray experimentsMicroarray probe setsServicesBLATDataDatabase
2011
Efficient Algorithm for Microarray Probes Re-annotation
Foszner P, Gruca A, Polanski A, Marczyk M, Jaksik R, Polanska J. Efficient Algorithm for Microarray Probes Re-annotation. Lecture Notes In Computer Science 2011, 6923: 281-289. DOI: 10.1007/978-3-642-23938-0_29.Peer-Reviewed Original ResearchRe-annotation procedureComputational problemsEfficient algorithmAvailable servicesHuge sizeDNA microarray dataChip standardsDNA microarray experimentsElaborated systemMicroarray dataStandard chipsAlgorithmSystemAnalysis of resultsMicroarray probesMicroarray experimentsMicroarray probe setsServicesBLATDatabaseDataBioinformatics aspectsSet