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Other ORP type . 2020
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Data sources: Datacite
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Pretrained Spec2Vec model (trained on GNPS AllPositive dataset)

appsOther research productkeyboard_double_arrow_right Other ORP type 10 Aug 2020Publisher:Zenodo
Authors: Huber, Florian;

doi: 10.5281/zenodo.3978070 , 10.5281/zenodo.4173596 , 10.5281/zenodo.3978069

Pretrained Spec2Vec model (trained on GNPS AllPositive dataset)

Abstract

Pretrained Gensim Word2Vec model for Spec2Vec: The model was trained for 15 iterations on the "AllPositive" dataset, created from GNPS positive ionmode mass spectra (95320 spectra after filtering) as fully described here https://github.com/iomega/spec2vec_gnps_data_analysis/blob/master/notebooks/iomega-5b-train-spec2vec-model-all-gnps.ipynb.

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Keywords

Spec2Vec model, mass spectra embeddings, Gensim word2vec model

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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