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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
8294
Venue
VLDB
Year
1992
Pagerank
0.00018409145
Overall Rank
440 | 96.99%
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 0.0006567919
27 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00052255472
41 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00046675394
70 Privacy-Preserving Data Mining 2000 SIGMOD 0.0003804755
88 Efficient and Effective Clustering Methods for Spatial Data Mining 1994 VLDB 0.00035240327
240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.0002366381
1,485 SPRINT: A Scalable Parallel Classifier for Data Mining 1996 VLDB 0.00010628998
1,603 Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results 1994 SIGMOD 0.00010236342
1,994 RainForest - A Framework for Fast Decision Tree Construction of Large Datasets 1998 VLDB 9.3409624e-05
2,660 Finding Intensional Knowledge of Distance-Based Outliers 1999 VLDB 8.2869029e-05
2,810 BOAT—Optimistic Decision Tree Construction 1999 SIGMOD 8.0985732e-05
4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.8670958e-05
4,509 Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules 1996 VLDB 6.6548619e-05
4,565 Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization 1996 SIGMOD 6.6278063e-05
4,766 Mining Optimized Association Rules for Numeric Attributes 1996 PODS 6.5181854e-05
5,178 PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning 1998 VLDB 6.3299405e-05
6,322 NeuroRule: A Connectionist Approach to Data Mining 1995 VLDB 5.9147876e-05
12,885 Decision Tables: Scalable Classification Exploring RDBMS Capabilities 2000 VLDB 5.093636e-05
12,925 A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA) 1998 SIGMOD 5.093636e-05
13,019 Tutorial Database Mining 1994 PODS 5.093636e-05
14,311 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
45 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.00045531113
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5 12,885 Decision Tables: Scalable Classification Exploring RDBMS Capabilities 2000 VLDB
6 9,874 Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests 2023 VLDB
7 10,776 Relevance Queries for Interval Data 2025 SIGMOD
8 5,695 Incrementally Maintaining Classification using an RDBMS 2011 VLDB
9 4,545 Association Rules over Interval Data 1997 SIGMOD
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