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An Interval Classifier for Database Mining Applications

Summary: Introduces an interval classifier that learns group-specific retrieval functions from a small labeled sample to classify a large unlabeled population database. Optimized for interactive ad hoc queries and missing values, it offers fast model generation/retrieval with accuracy competitive with ID3. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hca8302017d9c9fe4
Venue
VLDB
Year
1992
Pagerank
0.00017953429
Overall Rank
455 | 96.96%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{agrawal_vldb92,
        title = {{An Interval Classifier for Database Mining Applications}},
        author = {Agrawal, Rakesh and Ghosh, Sakti and Imielinski, Tomasz and Iyer, Bala and Swami, Arun},
        journal = {PVLDB},
        series = {{VLDB} '92},
        pages = {560--573},
        year = {1992}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0006440069
29 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00051028332
42 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00045609336
69 Privacy-Preserving Data Mining 2000 SIGMOD 0.00037815735
94 Efficient and Effective Clustering Methods for Spatial Data Mining 1994 VLDB 0.00034470298
251 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.00023079256
1,521 SPRINT: A Scalable Parallel Classifier for Data Mining 1996 VLDB 0.0001035551
1,647 Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results 1994 SIGMOD 9.9747449e-05
2,046 RainForest - A Framework for Fast Decision Tree Construction of Large Datasets 1998 VLDB 9.1229933e-05
2,712 Finding Intensional Knowledge of Distance-Based Outliers 1999 VLDB 8.0879243e-05
2,884 BOAT—Optimistic Decision Tree Construction 1999 SIGMOD 7.8936066e-05
4,251 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6895375e-05
4,619 Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules 1996 VLDB 6.4831331e-05
4,680 Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization 1996 SIGMOD 6.4556344e-05
4,899 Mining Optimized Association Rules for Numeric Attributes 1996 PODS 6.3488253e-05
5,321 PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning 1998 VLDB 6.1665373e-05
6,457 NeuroRule: A Connectionist Approach to Data Mining 1995 VLDB 5.7616515e-05
13,222 Decision Tables: Scalable Classification Exploring RDBMS Capabilities 2000 VLDB 4.9605343e-05
13,262 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 4.9605343e-05
13,356 Tutorial Database Mining 1994 PODS 4.9605343e-05
14,667 Quest: A Project on Database Mining 1994 SIGMOD -
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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
46 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.00044656322
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# Overall Rank Paper Year Venue
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4 9,619 Efficiently Processing Queries on Interval-and-Value Tuples in Relational Databases 2005 VLDB
5 13,222 Decision Tables: Scalable Classification Exploring RDBMS Capabilities 2000 VLDB
6 10,102 Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests 2023 VLDB
7 11,262 Relevance Queries for Interval Data 2025 SIGMOD
8 5,822 Incrementally Maintaining Classification using an RDBMS 2011 VLDB
9 4,657 Association Rules over Interval Data 1997 SIGMOD
10 4,979 Mining Relationships Among Interval-based Events for Classification 2008 SIGMOD