Dataset evolver: An interactive feature engineering notebookFatemeh NargesianUdayan Khuranaet al.2018AAAI 2018
Feature engineering for predictive modeling using reinforcement learningUdayan KhuranaHorst Samulowitzet al.2018AAAI 2018
DataRinse: Semantic Transforms for Data preparation based on Code MiningIbrahim AbdelazizJulian Dolbyet al.2023VLDB 2023
Automated Relational Data Explanation using External Semantic KnowledgeSainyam GalhotraUdayan Khurana2022VLDB 2022
Semantic Feature Discovery with Code Mining and Semantic Type DetectionKavitha SrinivasTakaaki Tateishiet al.2022AAAI 2022
Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering DesignQian ZhuDakuo Wanget al.2024DIS 2024
Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge GraphsPranav SubramaniamUdayan Khuranaet al.2023CIKM 2023