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: 8104
Venue: VLDB
Year: 1992
Pagerank: 0.00032060702
Overall Rank: 232 | 98.39%
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	0.0010863639
27	Efficient and Effective Clustering Methods for Spatial Data Mining	1994	VLDB	0.00080846213
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076114894
40	Privacy-Preserving Data Mining	2000	SIGMOD	0.00074213516
65	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00061977022
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045914132
1,108	SPRINT: A Scalable Parallel Classifier for Data Mining	1996	VLDB	0.00013931855
1,432	Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results	1994	SIGMOD	0.00012000371
1,458	RainForest - A Framework for Fast Decision Tree Construction of Large Datasets	1998	VLDB	0.00011888676
2,689	BOAT—Optimistic Decision Tree Construction	1999	SIGMOD	8.2965064e-05
2,826	Finding Intensional Knowledge of Distance-Based Outliers	1999	VLDB	8.0562807e-05
3,870	A New SQL-like Operator for Mining Association Rules	1996	VLDB	6.6763843e-05
4,009	Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules	1996	VLDB	6.5356352e-05
4,515	Mining Optimized Association Rules for Numeric Attributes	1996	PODS	6.1157444e-05
4,684	PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning	1998	VLDB	5.9935052e-05
4,692	Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization	1996	SIGMOD	5.987105e-05
5,551	NeuroRule: A Connectionist Approach to Data Mining	1995	VLDB	5.441679e-05
12,701	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1905499e-05
12,741	A Data Mining Application: Customer Retention at the Port of Singapore Authority (PSA)	1998	SIGMOD	4.1905499e-05
12,834	Tutorial Database Mining	1994	PODS	4.1905499e-05
14,126	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	0.0012093675

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,803	Incremental Clustering for Mining in a Data Warehousing Environment	1998	VLDB	0.00010481475
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
4,755	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB	5.9375171e-05
12,573	Efficiently Processing Queries on Interval-and-Value Tuples in Relational Databases	2005	VLDB	4.1905499e-05
12,701	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1905499e-05
11,253	Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests	2023	VLDB	4.1905499e-05
10,510	Relevance Queries for Interval Data	2025	SIGMOD	4.1905499e-05
5,884	Incrementally Maintaining Classification using an RDBMS	2011	VLDB	5.2864334e-05
3,817	Association Rules over Interval Data	1997	SIGMOD	6.72838e-05
3,164	Mining Relationships Among Interval-based Events for Classification	2008	SIGMOD	7.4586417e-05