Growing neural gas for temporal clustering

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  Sledge, Isaac J ^a   Keller, James M ^a  

^a UNIVERSITY OF MISSOURI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SOFTWARE ENGINEERING;

CLUSTER STRUCTURE; CONVENTIONAL CLUSTERING; DENSE REGION; GROWING NEURAL GAS; TEMPORAL CLUSTERING;

PATTERN RECOGNITION;

EID: 77957936414     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2008.4761768     Document Type: Conference Paper

References (14)

1. J. Bezdek, J. Keller, R. Krishnapuram, N. Pal, Fuzzy Models and Algorithms for Pattern Recognition and Image Processing, Kluwer, 1999.
2. I. Sledge, J. Huband, J. Bezdek, "(Automatic) Cluster Count Extraction from Unlabeled Datasets", IEEE Proc., ICNC, 2008.
3. G. Carpenter, "Competitive Learning: From Interactive Activation to Adaptive Resonance", Cognitive Science, vol. 11, 1987.
4. B. Fritzke, "A Growing Neural Gas Network Learns Topologies", Advances in Neural Inform. Processing Sys., vol. 7, 1994.
5. B. Dai, et al., "Adaptive Clustering for Multiple Evolving Streams", IEEE Trans. Knowledge Eng., vol. 18, 2006.
6. P. Hore, L. Hall, D. Goldgof, "Creating Streaming Iterative Soft Clustering Algorithms", IEEE Proc., NAFIPS, 2007.
7. T. Moon, "Temporal Pattern Recognition using Fuzzy Clustering", IEEE Proc., World Congress on CI, 1994.
8. S. Policker, A. Geva, "Non-stationary Signal Analysis using Temporal Clustering", IEEE Proc., Neur. Net. for Sig. Proc., 1998.
9. M. Berg, M. Kreveld, M. Overmars, O. Schwarzkopf, Computational Geometry, Springer-Verlag, New York, 2000.
10. L. Khachiyan, M. Todd, "On the Complexity of Approximating the Maximal Inscribed Ellipsoid for a Polytope", Math. Prog., 1993.
11. J. Bezdek, R. Hathaway, "VAT: A Tool for Visual Assessment of (cluster) Tendency", IEEE Proc., IJCNN, 2002.
12. I. Sledge, et al., "Temporal Activity Analysis", Proc., AAAI, 2008.
13. J. Keller, I. Sledge, "A Cluster By Any Other Name", IEEE Proc., NAFIPS, 2007.
14. I. Sledge, J. Keller, G. Alexander "Emergent Trend Detection in Diurnal Activity", IEEE Proc., EMBS/BMES, 2008.