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  • Search: subject:"Abstract screening"
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Year of publication
Subject
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Artificial intelligence 2 Künstliche Intelligenz 2 Abstract Screening 1 Abstract screening 1 Bibliometrics 1 Bibliometrie 1 Class imbalance 1 Classification 1 Klassifikation 1 Machine learning 1 Systematic Literature Reviews 1 Systematic review 1 Zero-shot classification 1 citation screening 1 machine learning 1 natural language processing 1
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Online availability
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Free 2 CC license 1
Type of publication
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Article 1 Book / Working Paper 1
Type of publication (narrower categories)
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Arbeitspapier 1 Article in journal 1 Aufsatz in Zeitschrift 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 2
Author
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Aceves-Martins, Magaly 1 Anaya-Arenas, Ana María 1 Elyan, Eyad 1 Jayne, Chrisina 1 Moreno-Garcia, Carlos Francisco 1 Ortmann, Janosch 1 Ruiz, Angel 1 Serrato-Fonseca, Julia Isabel 1
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Published in...
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Decision analytics journal 1 Les cahiers du GERAD 1
Source
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ECONIS (ZBW) 2
Showing 1 - 2 of 2
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ACAS : a comprehensive framework for automatic abstract screening in systematic literature reviews
Serrato-Fonseca, Julia Isabel; Anaya-Arenas, Ana María; … - 2024
Persistent link: https://www.econbiz.de/10015101681
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Cover Image
A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews
Moreno-Garcia, Carlos Francisco; Jayne, Chrisina; … - In: Decision analytics journal 6 (2023), pp. 1-9
literature, which require significant effort performed by experts. One of its most demanding steps is abstract screening, which … machine learning and zero-shot classification methods for automated abstract screening for systematic reviews. Extensive … recall across all datasets, which indicate that the burden and the human mistake in the abstract screening process might be …
Persistent link: https://www.econbiz.de/10014505380
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