Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field
Margarita Bugueño, Gabriel Tejada Molina, Francisco Mena, Patricio Olivares, Mauricio Araya
Topics & Concepts
Computer scienceLight curveField (mathematics)Artificial intelligenceMetadataMarkov chainConvolutional neural networkLight fieldExoplanetHidden Markov modelKey (lock)Markov modelMarkov random fieldMachine learningData miningPattern recognition (psychology)AlgorithmComputer visionImage (mathematics)Image segmentationMathematicsStarsPhysicsAstrophysicsComputer securityPure mathematicsOperating systemTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsBlind Source Separation Techniques