Modularity-based clustering for network-constrained trajectories

ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

Volumn , Issue , 2012, Pages 471-476

  El Mahrsi, Mohamed K ^a   Rossi, Fabrice ^b  

^a TELECOM PARISTECH   (France)

^b UNIVERSITÉ PARIS 1 PANTHÉON SORBONNE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS; GRAPHIC METHODS; LEARNING SYSTEMS; NEURAL NETWORKS;

BASED CLUSTERING; CLUSTERING RESULTS; CONSTRAINED TRAJECTORIES; GRAPH CLUSTERING; HIER-ARCHICAL CLUSTERING; MOVING OBJECT TRAJECTORIES; NOVEL CLUSTERING; ROAD NETWORK;

TRAJECTORIES;

EID: 84875818260     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Santo Fortunato. Community detection in graphs. Physics Reports, 486(3-5):75–174, 2010.
2. Andreas Noack and Randolf Rotta. Multi-level algorithms for modularity clustering. In Proceedings of the 8th International Symposium on Experimental Algorithms, SEA’09, pages 257–268, Berlin, Heidelberg, 2009. Springer-Verlag.
3. Thomas Brinkhoff. A framework for generating network-based moving objects. Geoinformatica, 6:153–180, June 2002.
4. Jae-Gil Lee, Jiawei Han, and Kyu-Young Whang. Trajectory clustering: a partition-andgroup framework. In SIGMOD’07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, pages 593–604, New York, NY, USA, 2007. ACM.
5. Hoyoung Jeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen, and Heng Tao Shen. Discovery of convoys in trajectory databases. Proc. VLDB Endow., 1(1):1068–1080, 2008.
6. Marc Benkert, Joachim Gudmundsson, Florian Hübner, and Thomas Wolle. Reporting flock patterns. Comput. Geom. Theory Appl., 41(3):111–125, 2008.
7. Ahmed Kharrat, Iulian Sandu Popa, Karine Zeitouni, and Sami Faiz. Clustering algorithm for network constraint trajectories. In Anne Ruas and Christopher M. Gold, editors, SDH, Lecture Notes in Geoinformation and Cartography, pages 631–647. Springer, 2008.