Amit Somech

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Amit Somech

 https://orcid.org/0000-0002-2314-6542
20142025

Research activity per year

Personal profile

About Me

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's Degree, Tel Aviv University

Oct 2012 → Dec 2014

Award Date: 31 Dec 2014

Bachelor, University of Haifa

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

  • OmniTune: A Universal Framework for Query Refinement via LLMs

    Hacohen, E., Moskovitch, Y. & Somech, A., 22 Jun 2025, SIGMOD-Companion 2025 - Companion of the 2025 International Conference on Management of Data. Deshpande, A., Aboulnaga, A., Salimi, B., Chandramouli, B., Howe, B., Loo, B. T., Glavic, B., Curino, C., Zhe Wang, D., Suciu, D., Abadi, D., Srivastava, D., Wu, E., Nawab, F., Ilyas, I., Naughton, J., Rogers, J., Patel, J., Arulraj, J., Yang, J., Echihabi, K., Ross, K., Daudjee, K., Lakshmanan, L., Garofalakis, M., Riedewald, M., Mokbel, M., Ouzzani, M., Kennedy, O., Kennedy, O., Papotti, P., Alvaro, P., Bailis, P., Miller, R., Roy, S. B., Melnik, S., Idreos, S., Roy, S., Rekatsinas, T., Leis, V., Zhou, W., Gatterbauer, W. & Ives, Z. (eds.). Association for Computing Machinery, p. 111-114 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • PY-SHARQ: A Holistic Python Library for Explaining Association Rules on Relational Data

    Ben-Efraim, H., Davidson, S. B. & Somech, A., 22 Jun 2025, SIGMOD-Companion 2025 - Companion of the 2025 International Conference on Management of Data. Deshpande, A., Aboulnaga, A., Salimi, B., Chandramouli, B., Howe, B., Loo, B. T., Glavic, B., Curino, C., Zhe Wang, D., Suciu, D., Abadi, D., Srivastava, D., Wu, E., Nawab, F., Ilyas, I., Naughton, J., Rogers, J., Patel, J., Arulraj, J., Yang, J., Echihabi, K., Ross, K., Daudjee, K., Lakshmanan, L., Garofalakis, M., Riedewald, M., Mokbel, M., Ouzzani, M., Kennedy, O., Kennedy, O., Papotti, P., Alvaro, P., Bailis, P., Miller, R., Roy, S. B., Melnik, S., Idreos, S., Roy, S., Rekatsinas, T., Leis, V., Zhou, W., Gatterbauer, W. & Ives, Z. (eds.). Association for Computing Machinery, p. 43-46 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • 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. OpenProceedings.org, p. 270-283 14 p. (Advances in Database Technology - EDBT; vol. 28, no. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 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.

    Research output: Contribution to journal › Conference article › peer-review

View all 31 Research outputs