A self-organizing neural model for multimedia information fusion

Proceedings of the 11th International Conference on Information Fusion, FUSION 2008

Volumn , Issue , 2008, Pages

  Nguyen, Luong Dong ^a   Woon, Kia Yan ^a   Tan, Ah Hwee ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

DATA FUSION; INFORMATION FUSION; INFORMATION THEORY; SEMANTICS; SENSOR DATA FUSION;

ADAPTIVE RESONANCE THEORIES; ASSOCIATIVE MAPPINGS; DO-MAINS; INFORMATION ACROSS; MEDIA CHANNELS; MULTIMEDIA DATUMS; MULTIMEDIA INFORMATIONS; NETWORK MODELS; NEURAL MODELS; SELF-ORGANIZING; SEMANTIC CATEGORIES;

FUSION REACTIONS;

EID: 56749172434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2008.4632421     Document Type: Conference Paper

References (20)

1. G. A. Carpenter, A. H. Tan, and S. Grossberg, "Intelligence through interaction: Towards a unified theory for learning," in Proceedings of the International Symposium on Neural Networks (ISNN) 2007, LNCS 4491, vol. I. Nanjing, China: D. Liu et al. (Eds.), pp. 1098-1107.
2. G. A. Carpenter and S. Grossberg, Eds., Pattern Recognition by Self-Organizing Neural Networks. Cambridge, MA: MIT Press, 1991.
3. G. Carpenter and S. Grossberg, "Adaptive Rresonance Theory," in The Handbook of Brain Theory and Neural Networks, M. Arbib, Ed. Cambridge, MA: MIT Press, 2003, pp. 87-90.
4. S. Grossberg, "Adaptive pattern recognition and universal recoding, I: Parallel development and coding of neural feature detectors," Biological Cybernetics, vol. 23, pp. 121-134, 1976.
5. -, "Adaptive pattern recognition and universal recoding, II: Feedback, expectation, olfaction, and illusion," Biological Cybernetics, vol. 23, pp. 187-202, 1976.
6. S.-K. Chang and T. Znati, "Adlet: an active document abstraction for multimedia information fusion," IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 1, pp. 112-123, 2001.
7. D. R. Radev, "A common theory of information fusion from multiple text sources step one: cross-document structure," in Proceedings of the 1st SIGdial workshop on Discourse and dialogue. Morristown, NJ, USA: Association for Computational Linguistics, 2000, pp. 74-83.
8. I. S. Dhillon, "Co-clustering documents and words using bipartite spectral graph partitioning," in KDD '01: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining. New York, NY, USA: ACM Press, 2001, pp. 269-274.
9. R. Barzilay., "Information fusion for multidocument summarization: paraphrasing and generation," Ph.D. dissertation, Columbia University, 2003.
10. B. Gao, T.-Y. Liu, T. Qin, X. Zheng, Q.-S. Cheng, and W.-Y. Ma, "Web image clustering by consistent utilization of visual features and surrounding texts," in MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia. New York, NY, USA: ACM Press, 2005, pp. 112-121.
11. S. International, "Multilingual nametag(tm) multilingual internet surveillance system multimedia fusion system," in Proceedings of the Fifth Conference on Applied Natural Language Processing. New York, NY, USA: ACM Press, 1997, pp. 31-32.
12. J. Ng, K. Rajaraman, and E. Altman, "Mining emergent structures from mixed media for content retrieval," in MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia. New York, NY, USA: ACM Press, 2004, pp. 316-319.
13. T. Jiang and A.-H. Tan, "Discovering image-text associations for crossmedia web information fusion," in PKDD '06: Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases. Springer Berlin / Heidelberg, 2006, pp. 561-568.
14. R. O. Duda, P. Hart, and D. Stock, Eds., Pattern Classification (2nd edition). New York: John Wiley, Section 10.11.2, 2001.
15. D. S. Levine, Ed., Introduction to Neural and Cognitive Modeling. New Jersey: Lawrence Erlbaum Associates, Chapter 6, 2000.
16. S. Grossberg, "How does the cerebral cortex work? development, learning, attention, and 3d vision by laminar circuits of visual cortex," Behavioral and Cognitive Neuroscience Reviews, vol. 2, pp. 47-76, 2003.
17. R. Raizada and S. Grossberg, "Towards a theory of the laminar architecture of cerebral cortes: Computational clues from the visual system," Cerebral Cortex, vol. 13, pp. 200-213, 2003.
18. G. A. Carpenter and S. Grossberg, "A massively parallel architecture for a self-organizing neural pattern recognition machine," Computer Vision, Graphics, and Image Processing, vol. 37, pp. 54-115, June 1987.
19. G. A. Carpenter, S. Grossberg, and D. B. Rosen, "Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system," Neural Networks, vol. 4, pp. 759-771, 1991.
20. G. Salton and C. Buckley, "Term weighting approaches in automatic text retrieval," Ithaca, NY, USA, Tech. Rep., 1987.