NeuroRule: A Connectionist Approach to Data Mining
Summary: NeuroRule leverages neural networks for classification in data mining; rules extracted from trained nets rival symbolic methods in conciseness and interpretability. Describes a rule-focused data mining process with experiments comparing to prior work. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hongjun Lu
- 2. Rudy Setiono
- 3. Huan Liu
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.0002233798 |
| 12,692 | Decision Tables: Scalable Classification Exploring RDBMS Capabilities | 2000 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 146 | Knowledge Discovery in Databases: An Attribute-Oriented Approach | 1992 | VLDB | 0.00041315295 |
| 230 | An Interval Classifier for Database Mining Applications | 1992 | VLDB | 0.00032217064 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 14,069 | DataMine - Interactive Rule Discovery System | 1995 | SIGMOD | - |
| 5,281 | State of the Art and Open Challenges in Natural Language Interfaces to Data | 2020 | SIGMOD | 5.5896272e-05 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 559 | Maintaining Data Privacy in Association Rule Mining | 2002 | VLDB | 0.00020147576 |
| 1,626 | Exploratory Mining and Pruning Optimizations of Constrained Association Rules | 1998 | SIGMOD | 0.00011094469 |
| 227 | Discovery of Multiple-Level Association Rules from Large Databases | 1995 | VLDB | 0.00032284058 |
| 146 | Knowledge Discovery in Databases: An Attribute-Oriented Approach | 1992 | VLDB | 0.00041315295 |
| 14,020 | Data Mining Techniques | 1996 | SIGMOD | - |
| 4,398 | Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization | 1996 | SIGMOD | 6.2225159e-05 |
| 3,871 | A New SQL-like Operator for Mining Association Rules | 1996 | VLDB | 6.6794637e-05 |