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Napovedovanje padavinskega odtoka iz povodja s pomočjo analize podatkov z metodami strojnega učenja iz orodjarne umetne inteligence
Kompare, Boris, 1956-2014 ...
Statistični modeli ali modeli tipa črne skrinjice (black-box) imajo prednost, da se relativno lahko izgradijo (s statistično analizo podatkov) in uporabljajo, po drugi strani pa pomanjkljivost, da ne ...razkrivajo, kako delujejo. Konceptualni modeli, ki so zgrajeni na podlagi teoretičnih izhodišč, imajo jasno razvidno delovanje, vendar včasih težko dokazljivo pravilnost (zaradi potrebnih umerjanj z dragimi meritvami, oz. zaradi kompleksnosti modela). Umetna inteligenca ponuja metode strojnega učenja iz primerov, ki v veliki meri odpravljajo pomanjkljivosti in združujejo prednosti obeh pristopov
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