Personal profile
Research interests
Automated Data Analysis, Data Science, and Knowledge Extraction, as well as additional topics in the intersection between Data Management & Machine Learning
Education/Academic qualification
PhD, Tel Aviv University
Oct 2015 → Jul 2020
Award Date: 31 Jul 2020
Master, Tel Aviv University
Oct 2012 → Dec 2014
Award Date: 31 Dec 2014
Bachelor
Oct 2005 → Aug 2008
Award Date: 30 Aug 2008
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Collaborations and top research areas from the last five years
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Explaining Black-Box Clustering Pipelines With Cluster-Explorer
Ofek, S. & Somech, A., 2025, In: Proceedings of the VLDB Endowment. 18, 5, p. 1495-1508 14 p.Research output: Contribution to journal › Conference article › peer-review
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LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration
Lipman, T., Milo, T., Somech, A., Wolfson, T. & Zafar, O., 11 Nov 2024, Advances in Database Technology - EDBT. 2 ed. p. 270-283 14 p. (Advances in Database Technology - EDBT; vol. 28, no. 2).Bar-Ilan University, Tel Aviv University
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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PD-Explain: A Unified Python-native Framework for Query Explanations Over DataFrames
Elyashiv, I., Gilad, A., Isakov, E., Tikochinsky, T. & Somech, A., 2024, In: Proceedings of the VLDB Endowment. 17, 12, p. 4473-4476 4 p.The Hebrew University of Jerusalem, Bar-Ilan University
Research output: Contribution to journal › Conference article › peer-review
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ATENA-PRO: Generating Personalized Exploration Notebooks with Constrained Reinforcement Learning
Lipman, T., Milo, T. & Somech, A., 4 Jun 2023, SIGMOD 2023 - Companion of the 2023 ACM/SIGMOD International Conference on Management of Data. p. 167-170 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).Bar-Ilan University, Tel Aviv University
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Cluster-Explorer: Explaining Black-Box Clustering Results
Tutay, S. & Somech, A., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. p. 5106-5110 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access