An Interval Classifier for Database Mining Applications

Summary: Proposes an interval classifier (IC) for unlabeled population data with a labeled sample, providing a per-group classifier to retrieve matching instances. Supports interactive querying with missing values; fast IC generation; competitive accuracy vs ID3. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8103
Venue: VLDB
Year: 1992
Pagerank: 0.00032217064
Overall Rank: 230 | 98.41%
DOI: -

Incoming Non-self Citations Over Time

Authors

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	0.0010864752
27	Efficient and Effective Clustering Methods for Spatial Data Mining	1994	VLDB	0.00080736878
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076161096
40	Privacy-Preserving Data Mining	2000	SIGMOD	0.00074232718
65	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00062029383
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045896865
1,107	SPRINT: A Scalable Parallel Classifier for Data Mining	1996	VLDB	0.00013985717
1,433	Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results	1994	SIGMOD	0.00012009649
1,455	RainForest - A Framework for Fast Decision Tree Construction of Large Datasets	1998	VLDB	0.00011899821
2,687	BOAT—Optimistic Decision Tree Construction	1999	SIGMOD	8.3050259e-05
2,822	Finding Intensional Knowledge of Distance-Based Outliers	1999	VLDB	8.0608136e-05
3,770	Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules	1996	VLDB	6.7779074e-05
3,871	A New SQL-like Operator for Mining Association Rules	1996	VLDB	6.6794637e-05
4,218	Mining Optimized Association Rules for Numeric Attributes	1996	PODS	6.3511866e-05
4,398	Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization	1996	SIGMOD	6.2225159e-05
4,685	PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning	1998	VLDB	5.9994771e-05
5,542	NeuroRule: A Connectionist Approach to Data Mining	1995	VLDB	5.4477778e-05
12,692	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1945683e-05
12,732	A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA)	1998	SIGMOD	4.1945683e-05
12,825	Tutorial Database Mining	1994	PODS	4.1945683e-05
14,112	Quest: A Project on Database Mining	1994	SIGMOD	-

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
10	Benchmarking Database Systems: A Systematic Approach	1983	VLDB	0.0012103754

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547	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020420717
4,758	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB	5.9422515e-05
12,564	Efficiently Processing Queries on Interval-and-Value Tuples in Relational Databases	2005	VLDB	4.1945683e-05
12,692	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1945683e-05
11,251	Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests	2023	VLDB	4.1945683e-05
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3,822	Association Rules over Interval Data	1997	SIGMOD	6.7263391e-05
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