DANTE: Hybrid AI System for Context-Aware Interpretable Feature Engineering
Summary: DANTE showcases KRAFT, a hybrid AutoFE for structured data, fusing neural feature generation with a knowledge-based discriminator for interpretable reasoning. The no-code DANTE UI enables context-aware feature generation and evaluation for real-world data. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Mohamed Bouadi (Université Paris Cité)
- 2. Arta Alavi (SAP)
- 3. Salima Benbernou (Université Paris Cité)
- 4. Mourad Ouziri (Université Paris Cité)
BibTeX Citation
@inproceedings{bouadi_sigmod25,
title = {{DANTE: Hybrid AI System for Context-Aware Interpretable Feature Engineering}},
author = {Bouadi, Mohamed and Alavi, Arta and Benbernou, Salima and Ouziri, Mourad},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3722212.3725092},
url = {https://dl.acm.org/doi/10.1145/3722212.3725092},
year = {2025}
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