SM1-ANN AutoML model for IWDB networks.pdf (26.18 MB)
Net-Net AutoML of Ecosytems
dataset
posted on 2018-05-09, 15:34 authored by Humbert G. DiazHumbert G. Diaz, Cristian Robert MunteanuCristian Robert MunteanuAutoML prediction of ANN topologies able to predict complex ecological networks using shannon information theory
Funding
Basque Government (Grant IT1045-16), Xunta de Galicia (Grant GRC2014/049), Xunta de Galicia (Grant R2014/039)
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- Community ecology (excl. invasive species ecology)
- Bioinformatics and computational biology not elsewhere classified
- Freshwater ecology
- Systems biology
- Computational complexity and computability
- Applied computing not elsewhere classified
- Applied mathematics not elsewhere classified
- Coding, information theory and compression
- Planning and decision making
- Information systems development methodologies and practice
- Pattern recognition
- Data mining and knowledge discovery
Keywords
machine Learning Methods Enable Predictive Modelinginformation theory approachesecologic networksCommunity Ecology (excl. Invasive Species Ecology)Computational BiologyFreshwater EcologySystems BiologyAnalysis of Algorithms and ComplexityApplied Computer ScienceApplied Discrete MathematicsCoding and Information TheoryExpert SystemsInformation Systems Development MethodologiesPattern Recognition and Data Mining
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