SAX and Random Projection Algorithms for the Motif Discovery of Orbital Asteroid Resonance Using Big Data Platforms

SAX and Random Projection Algorithms for the Motif Discovery of Orbital Asteroid Resonance Using Big Data Platforms

The phenomenon of big data has occurred in many fields of knowledge, one of which is astronomy. One example of a large dataset in astronomy is that of numerically integrated time series asteroid orbital elements from a time span of millions to billions of years. For example, the mean motion resonanc...

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Bibliographic Details
Main Authors: Fazanadi, M.N (Author), Hidayat, T. (Author), Nazir, S. (Author), Riza, L.S (Author), Samah, K.A.F.A (Author), Utama, J.A (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Approximation algorithms
Asteroids
big data
Computation theory
Computational methods
Computational modelling
Computer software
Data platform
Distributed file systems
File organization
Large dataset
mean motion resonance
Mean motion resonances
motif discovery
Motif discovery
Orbits
Projection algorithms
random projection algorithm
Random projection algorithm
Random projections
Resonance
SAX algorithm
Symbolic aggregate approximation algorithm
time series
Time series
Times series
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