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A Survey on Semantics in Automated Data Science.

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How Much Automation Does a Data Scientist Want?, , , , , , , и . CoRR, (2021)Automated Feature Enhancement for Predictive Modeling using External Knowledge., , , , , и . ICDM Workshops, стр. 1094-1097. IEEE, (2019)Automated Relational Data Explanation using External Semantic Knowledge., и . Proc. VLDB Endow., 15 (12): 3562-3565 (2022)Semantic Annotation for Tabular Data., и . CoRR, (2020)Semantic Feature Discovery with Code Mining and Semantic Type Detection., , , , , , , и . AAAI, стр. 13224-13226. AAAI Press, (2022)How can AI Automate End-to-End Data Science?, , , , , , , , , и 2 other автор(ы). CoRR, (2019)DataRinse: Semantic Transforms for Data preparation based on Code Mining., , , , и . Proc. VLDB Endow., 16 (12): 4090-4093 (2023)A Vision for Semantically Enriched Data Science., , , и . CoRR, (2023)Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs., , , и . EKG-LLM@CIKM, том 3532 из CEUR Workshop Proceedings, CEUR-WS.org, (2023)SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code., , , , и . IJCAI, стр. 7106-7109. ijcai.org, (2023)