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Transfer learning from inorganic materials to ivory detection.

Scientific reports May 3, 2025
This paper describes the automatic identification of ivory using Raman spectroscopy data and deep neural network (DNN) models pre-trained on open-source data from inorganic minerals. The proposed approach uses transfer learning (TL) from foundation m...
Neural Networks, Computer Machine Learning Animals Spectrum Analysis, Raman Minerals Elephants Mammoths
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ARIADNA: machine learning method for ancient DNA variant discovery.

DNA research : an international journal for rapid publication of reports on genes and genomes Dec 1, 2018
Ancient DNA (aDNA) studies often rely on standard methods of mutation calling, optimized for high-quality contemporary DNA but not for excessive contamination, time- or environment-related damage of aDNA. In the absence of validated datasets and desp...
Machine Learning Animals Mutation Genetic Variation Genome DNA, Ancient Mammoths Neanderthals
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