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Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes

Summary: Model-based clustering for heterogeneous networks with incomplete attributes, mapping objects into a space using attributes and links. Learns link-type strengths for clustering, with iterative refinement weights and clustering quality reinforce. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10487
Venue
VLDB
Year
2012
Pagerank
7.0524417e-05
Overall Rank
3,484 | 75.77%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
2,286 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.0982591e-05
2,721 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.2345495e-05
5,478 MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs 2020 VLDB 5.4851612e-05
5,513 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 5.4641695e-05
5,610 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 5.4118541e-05
8,376 From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms 2019 VLDB 4.5321619e-05
10,159 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 4.1945683e-05
10,240 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 4.1945683e-05
10,553 Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks 2025 VLDB 4.1945683e-05
11,820 From Community Detection to Community Profiling 2017 VLDB 4.1945683e-05
12,149 Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach 2012 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank Cited Paper Year Venue Pagerank
313 Graph Clustering Based on Structural/Attribute Similarities 2009 VLDB 0.00028097557
3,817 A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks 2009 VLDB 6.730222e-05
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2,807 A Model-based Approach to Attributed Graph Clustering 2012 SIGMOD 8.0905959e-05
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