Research output per year
Research output 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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Dive into the research topics where Amit Somech is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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.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. Association for Computing Machinery, p. 167-170 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 -
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. Association for Computing Machinery, 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 Access2 Scopus citations -
EFFECTS: Explorable and Explainable Feature Extraction Framework for Multivariate Time-Series Classification
Ikar, I. & Somech, A., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 5061-5065 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Selecting Sub-tables for Data Exploration
Amsterdamer, Y., Davidson, S. B., Milo, T., Razmadze, K. & Somech, A., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 2496-2509 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations