An Effective Visual Data Mining Environment

Summary: A user-centered visual environment unifies the end-to-end KDD workflow through layered, composable data-mining components. Visual planning, query construction, and interactive result exploration span metaqueries, association rules, and clustering, with XML mappings to engine operators. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9136
Venue: VLDB
Year: 2002
Pagerank: -
Overall Rank: 14,002 | 3.94%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Stephen Kimani (Sapienza University)

BibTeX Citation

@article{kimani_vldb02,
        title = {{An Effective Visual Data Mining Environment}},
        author = {Kimani, Stephen},
        journal = {PVLDB},
        series = {{VLDB} '02},
        year = {2002}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	13,393	KGNav: A Knowledge Graph Navigational Visual Query System	2023	VLDB
2	8,704	Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams	2010	SIGMOD
3	14,268	DataMine - Interactive Rule Discovery System	1995	SIGMOD
4	7,848	Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities	2016	VLDB
5	14,219	Data Mining Techniques	1996	SIGMOD
6	349	Knowledge Discovery in Databases: An Attribute-Oriented Approach	1992	VLDB
7	8,974	MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis	2021	SIGMOD
8	13,565	Data Visualization Management Systems	2015	CIDR
9	6,719	Exploratory Mining via Constrained Frequent Set Queries	1999	SIGMOD
10	14,222	DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases	1996	SIGMOD