Human-computer interactive annealing for discovering invisible dark events

IEEE Transactions on Industrial Electronics

Volumn 54, Issue 2, 2007, Pages 1184-1192

  Maeno, Yoshiharu ^a   Ohsawa, Yukio ^b  

^a UNIVERSITY OF TSUKUBA   (Japan)

^b UNIVERSITY OF TOKYO   (Japan)

Author keywords

Annealing; Chance discovery; Clustering methods; Human computer interaction; Knowledge acquisition

Indexed keywords

CLUSTER ANALYSIS; DECISION THEORY; EXPERT SYSTEMS; KNOWLEDGE ACQUISITION; ONLINE SYSTEMS; SIMULATED ANNEALING;

CHANCE DISCOVERY; HUMAN-COMPUTER INTERACTIVE ANNEALING;

HUMAN COMPUTER INTERACTION;

EID: 34247114281     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2007.891661     Document Type: Article

References (22)

1. Y. Ohsawa, "Chance discovery for making decisions in complex real world," New Gener. Comput., vol. 20, no. 2, pp. 143-163, Apr. 2002.
2. Y. Ohsawa and P. McBurney, Eds., Chance Discovery (Advanced Information Processing). Berlin, Germany: Springer-Verlag, 2003.
3. G. M. Weiss and H. Hirsh, "Learning to predict rare events in event sequences," in Proc. 4th Int. Conf. KDD, New York, 1998, pp. 359-363.
4. H. Fukuda and Y. Ohsawa, "Chance discovery by stimulated groups of people: Application to understanding consumption of rare food," J. Conting. Crisis Manag., vol. 10, no. 3, pp. 129-138, Sep. 2002.
5. Y. Ohsawa, "KeyGraph as risk explorer from earthquake sequence," J. Conting. Crisis Manag., vol. 10, no. 3, pp. 119-128, Sep. 2002.
6. Y. Ohsawa and Y. Nara, "Decision process modeling across Internet and real world by double helical model of chance discovery," New Gener. Comput., vol. 21, no. 2, pp. 109-121, Feb. 2003.
7. J.-S. Lee, M.-C. Zhou, and P.-L. Hsu, "An application of Petri net to supervisory control for human-computer interactive systems," IEEE Trans. Ind. Electron., vol. 52, no. 5, pp. 1220-1226, Oct. 2005.
8. T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning:DAta Mining, Inference, and Prediction (Springer Series in Statistics). New York: Springer-Verlag, 2001.
9. E. Suzuki and J. M. Zytkow, "Unified algorithm for undirected discovery of exception rules," Int. J. Intell. Syst., vol. 20, no. 6, pp. 673-691, Jun. 2005.
10. S. Singh, J. Allanach, T. Haiying, K. Pattipati, and P. Willett, "Stochastic modeling of a terrorist event via the ASAM system," in Proc. IEEE Int. Conf. Syst., Man, and Cybern., The Hague, The Netherlands, 2001, vol. 6, pp. 5673-5678.
11. Y. Ohsawa, "Data crystallization: Chance discovery extended for dealing with unobservable events," New Math. Nat. Sci., vol. 1, no. 3, pp. 373-392, 2005.
12. N. Matsumura, Y. Ohsawa, and M. Ishizuka, "Discovery of emerging topics by co-citation graph on the web," in Proc. 5th Int. Conf. KES, Osaka, Japan, 2001, pp. 1178-1182.
13. T. Murata, "Visualizing the structure of web communities based on data acquired from a search engine," IEEE Trans. Ind. Electron., vol. 50, no. 5, pp. 860-866, Oct. 2003.
14. T. M. J. Fruchterman and E. M. Reingold, "Graph drawing by force-directed placement," Software-Practice and Experience, vol. 18, no. 2, pp. 1129-1164, 1991.
15. K. Sugiyama, Graph Drawing and Applications for Software and Knowledge Engineers (Series on Software Engineering and Knowledge Engineering 11). Singapore: World Scientific, 2002.
16. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley-Interscience, 2000.
17. K. A. Bollen, Structural Equations With Latent Variables (Wiley Series in Probability and Statistics). New York: Wiley-Interscience, 1989.
18. C. C. Aggarwal, "A human-computer interactive method for projected clustering," IEEE Trans. Knowl. Data Eng., vol. 16, no. 4, pp. 448-460, Apr. 2004.
19. I. T. Nabney, Y. Sun, P. Tino, and A. Kaban, "Semisupervised learning of hierarchical latent trait model for data visualization," IEEE Trans. Knowl. Data Eng., vol. 17, no. 3, pp. 384-400, Mar. 2005.
20. T. Kohonen, "The self-organizing map," Proc. IEEE, vol. 78, no. 9, pp. 1464-1480, Sep. 1990.
21. A.-L. Barabasi, R. Albert, and H. Jeong, "Mean-field theory for scale-free random networks," Physica A, vol. 272, no. 1, pp. 173-187, Oct. 1999.
22. D. J. Watts and S. H. Strogatz, "Collective dynamics of small-world networks," Nature, vol. 398, no. 6684, pp. 440-442, Jun. 1998.