The autofeat Python Library for Automated Feature Engineering and Selection

22 January 2019

Papers citing "The autofeat Python Library for Automated Feature Engineering and Selection"

12 / 12 papers shown

Title
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming Nanxu Gong Xinyuan Wang Wangyang Ying Haoyue Bai Sixun Dong Haifeng Chen Yanjie Fu LLMAG 60 0 0 30 Apr 2025
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 82 6 0 28 Feb 2025
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 45 5 0 17 Jan 2025
Federated Automated Feature Engineering Tom Overman Diego Klabjan FedML 74 1 0 05 Dec 2024
That Escalated Quickly: An ML Framework for Alert Prioritization Ben U. Gelman Salma Taoufiq Tamás Vörös Konstantin Berlin 18 7 0 13 Feb 2023
Self-Optimizing Feature Transformation Meng Xiao Dongjie Wang Min-Ying Wu Kunpeng Liu Hui Xiong Yuanchun Zhou Yanjie Fu 33 3 0 16 Sep 2022
A Survey of Open Source Automation Tools for Data Science Predictions Nicholas Hoell 25 0 0 24 Aug 2022
MACFE: A Meta-learning and Causality Based Feature Engineering Framework Iván Reyes-Amezcua Daniel Flores-Araiza G. Ochoa-Ruiz Andres Mendez-Vazquez Eduardo Rodriguez-Tello OOD 19 1 0 08 Jul 2022
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction Dongjie Wang Yanjie Fu Kunpeng Liu Xiaolin Li Yan Solihin 24 27 0 28 May 2022
FLAML: A Fast and Lightweight AutoML Library Chi Wang Qingyun Wu Markus Weimer Erkang Zhu 19 195 0 12 Nov 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Distributed and parallel time series feature extraction for industrial big data applications Maximilian Christ A. Kempa-Liehr M. Feindt AI4TS 58 271 0 25 Oct 2016