An Integrated Development Environment for Faster Feature Engineering
Summary: Demonstrates an IDE for interactive feature engineering that evaluates arbitrary feature code against learner quality. An index and runtime planner prioritize raw objects by predicted relevance, accelerating evaluation versus baseline execution. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael R. Anderson (University of Michigan)
- 2. Michael Cafarella (University of Michigan)
- 3. Yixing Jiang (University of Michigan)
- 4. Guan Wang (University of Michigan)
- 5. Bochun Zhang (University of Michigan)
BibTeX Citation
@article{anderson_vldb14,
title = {{An Integrated Development Environment for Faster Feature Engineering}},
author = {Anderson, Michael R. and Cafarella, Michael and Jiang, Yixing and Wang, Guan and Zhang, Bochun},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {13},
pages = {1657--1660},
doi = {10.14778/2733004.2733054},
url = {https://doi.org/10.14778/2733004.2733054},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,804 | A Relational Framework for Classifier Engineering | 2017 | PODS | 6.0829486e-05 |
| 11,674 | Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study | 2021 | SIGMOD | 5.093636e-05 |
| 13,561 | Faster Evaluation of Labor-Intensive Features | 2015 | CIDR | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,604 | Brainwash: A Data System for Feature Engineering | 2013 | CIDR | 8.3524514e-05 |
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