Generating Abstract Networks Using Multi-Relational Biological Data

被引：1

作者：

Caravelli, Paul ^{[1
]}

Beard, Mitch ^{[1
]}

Gopolan, Brian ^{[1
]}

Singh, Lisa ^{[1
]}

Hu, Zhang-Zhi ^{[2
]}

机构：

[1] Georgetown Univ, Dept Comp Sci, Washington, DC 20057 USA

[2] Georgetown Univ, Dept Oncol, Washington, DC 20057 USA

来源：

INFORMATION VISUALIZATION, IV 2009, PROCEEDINGS | 2009年

关键词：

D O I：

10.1109/IV.2009.73

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents an approach for visual exploration of groups in network data. We let users visually cluster nodes based on common semantic and relational features. We describe the clusters in the context of multi-relational protein data. Finally, we illustrate the clusters as composite nodes using a visual analytic tool and show how to create a meaningful abstracted protein network by connecting these composite nodes based on common membership or common attribute features.

引用

页码：331 / +

页数：2

共 50 条

[1] Multi-relational Data Mining, Using UML for ILP
Knobbe, Arno J.
Siebes, Arno
Blockeel, Hendrik
Van der Wallen, Daniel
LECTURE NOTES IN COMPUTER SCIENCE <D>, 2000, 1910 : 1 - 12
[2] Predicting Links in Multi-relational Networks
Memon, Bisharat Rasool
Wiil, Uffe Kock
2014 IEEE JOINT INTELLIGENCE AND SECURITY INFORMATICS CONFERENCE (JISIC), 2014, : 107 - 114
[3] Epidemic spreading on multi-relational networks
Li Rui-Qi
Tang Ming
Hui Pak-Ming
ACTA PHYSICA SINICA, 2013, 62 (16)
[4] An Approach for the Blockmodeling in Multi-Relational Networks
Harrer, Andreas
Schmidt, Alona
2012 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2012, : 591 - 598
[5] Evolutionary Propositionalization of Multi-Relational Data
Kassarnig, Valentin
Wotawa, Franz
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2018, 28 (11-12) : 1739 - 1754
[6] Numbers in multi-relational data mining
Knobbe, AJ
Ho, EKY
KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005, 2005, 3721 : 544 - 551
[7] Metric learning with multi-relational data
Pan, Jiajun
Le Capitaine, Hoel
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024,
[8] A Multi-Relational Graph Generator Based-on Social Networks Data
Almagro Blanco, Pedro
Ordonez Salinas, Sonia
INGENIERIA, 2014, 19 (01): : 8 - 18
[9] Dynamics of Trust Reciprocation in Multi-Relational Networks
Singhal, Ayush
Subbian, Karthik
Srivastava, Jaideep
Kolda, Tamara G.
Pinar, Ali
2013 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2013, : 667 - 671
[10] Iterative Annotation of Multi-relational Social Networks
Peters, Stephane
Denoyer, Ludovic
Gallinari, Patrick
2010 INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2010), 2010, : 96 - 103

← 1 2 3 4 5 →