Feature Selection in Enterprise Analytics: A Demonstration using an R-based Data Analytics System
Summary: Columbus provides a unified feature-selection operations library inside Oracle R Enterprise for enterprise analytics. Supports diverse users, enables high-performance analytics on large data, and tracks end-to-end provenance for auditability. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Pradap Konda (University of Wisconsin)
- 2. Arun Kumar (University of Wisconsin)
- 3. Christopher Re (Stanford University)
- 4. Vaishnavi Sashikanth (Oracle)
BibTeX Citation
@article{konda_vldb13,
title = {{Feature Selection in Enterprise Analytics: A Demonstration using an R-based Data Analytics System}},
author = {Konda, Pradap and Kumar, Arun and Re, Christopher and Sashikanth, Vaishnavi},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {12},
pages = {1306--1309},
doi = {10.14778/2536274.2536298},
url = {https://doi.org/10.14778/2536274.2536298},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 730 | Learning Generalized Linear Models Over Normalized Data | 2015 | SIGMOD | 0.00014406936 |
| 777 | To Join or Not to Join? Thinking Twice about Joins before Feature Selection | 2016 | SIGMOD | 0.00014054709 |
| 2,160 | DIFF: A Relational Interface for Large-Scale Data Explanation | 2019 | VLDB | 8.9364035e-05 |
| 3,630 | VISTA: Optimized System for Declarative Feature Transfer from Deep CNNs at Scale | 2020 | SIGMOD | 7.1496182e-05 |
| 3,670 | Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers? | 2018 | VLDB | 7.1108704e-05 |
| 5,682 | Demonstration of Santoku: Optimizing Machine Learning over Normalized Data | 2015 | VLDB | 6.0397904e-05 |
| 6,771 | Causal Feature Selection for Algorithmic Fairness | 2022 | SIGMOD | 5.6864972e-05 |
| 9,144 | Cerebro: A Layered Data Platform for Scalable Deep Learning | 2021 | CIDR | 5.2201471e-05 |
| 13,962 | Ringtail: A Generalized Nowcasting System | 2013 | VLDB | - |
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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 |
|---|---|---|---|---|
| 13,962 | Ringtail: A Generalized Nowcasting System | 2013 | VLDB | - |
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