Download - TimeFlies SpaceApps NASA Zaragoza
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TIMEFLIESIñigo Alonso
Javier Beltrán Marcos Canales
Jorge Cáncer Jorge Martínez
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How many times have you suffered flight delays?
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Weather affects flights
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Idea!Some magicMachine learning is the key. You give me data, I give you knowledge. Knowledge is power.
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Our process is easy
WEB EXTRACTPREDICT
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Getting the DATA
Flights data Flightview
tracker
Weather dataAviation weather
center and forecast.io
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Machine learning and data mining.
Data
AnalysisFeature
selection
Choose the most fittable algorithm and train it
See the future
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Our Machine learning
Weather Features
Probabilistic Model
Multiclass Naive Bayes
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WEB DESIGN
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FULL RESPONSIVE
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Server based in Spring
Connecting everything:Data APIs Python
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Future ● More data to learn● Not only weather
features● Other machine learning
techniques like PCA● More interface feedback
and usability● Suitable for enterprisesA prediction will become real
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THANKS