SPRINT: A Scalable Parallel Classifier for Data Mining

Summary: SPRINT is a scalable, parallel, decision-tree classifier that removes in-memory bottlenecks for large-scale data mining. Its parallel design enables easy multi-processor training to build a single, consistent model with excellent scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8373
Venue: VLDB
Year: 1996
Pagerank: 0.00013985717
Overall Rank: 1,107 | 92.31%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
40	Privacy-Preserving Data Mining	2000	SIGMOD	0.00074232718
277	Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications	1998	SIGMOD	0.00029311426
1,359	Range Queries in OLAP Data Cubes	1997	SIGMOD	0.0001238588
1,455	RainForest - A Framework for Fast Decision Tree Construction of Large Datasets	1998	VLDB	0.00011899821
1,606	Enhanced hypertext categorization using hyperlinks	1998	SIGMOD	0.00011174873
2,630	PLANET: Massively Parallel Learning of Tree Ensembles with MapReduce	2009	VLDB	8.4128091e-05
2,687	BOAT—Optimistic Decision Tree Construction	1999	SIGMOD	8.3050259e-05
4,402	Smurf: Self-Service String Matching Using Random Forests	2019	VLDB	6.2195162e-05
4,685	PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning	1998	VLDB	5.9994771e-05
5,874	Incrementally Maintaining Classification using an RDBMS	2011	VLDB	5.2930628e-05
6,544	A Framework for Measuring Changes in Data Characteristics	1999	PODS	5.0202405e-05
11,251	Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests	2023	VLDB	4.1945683e-05
12,649	Fast and accurate text classification via multiple linear discriminant projections	2002	VLDB	4.1945683e-05
12,692	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1945683e-05

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
230	An Interval Classifier for Database Mining Applications	1992	VLDB	0.00032217064

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,251	Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests	2023	VLDB	4.1945683e-05
12,692	Decision Tables: Scalable Classification Exploring RDBMS Capabilities	2000	VLDB	4.1945683e-05
7,790	Mining Tree-Structured Data on Multicore Systems	2009	VLDB	4.650649e-05
1,595	Fast Algorithms for Projected Clustering	1999	SIGMOD	0.00011222442
2,687	BOAT—Optimistic Decision Tree Construction	1999	SIGMOD	8.3050259e-05
12,649	Fast and accurate text classification via multiple linear discriminant projections	2002	VLDB	4.1945683e-05
13,973	Free Parallel Data Mining	1998	SIGMOD	-
4,175	Scalable Parallel Data Mining for Association Rules	1997	SIGMOD	6.3851209e-05
12,729	Parallel Mining Algorithms for Generalized Association Rules with Classification Hierarchy	1998	SIGMOD	4.1945683e-05
1,455	RainForest - A Framework for Fast Decision Tree Construction of Large Datasets	1998	VLDB	0.00011899821