1. Summary

Discovery of hidden and useful knowledge from huge data collections. In particular, the target is knowledge discovery from image databases.

2. Data Mining from Typhoon Image Collection

We are creating the data collection of a large number of typhoon images by cropping regions around the center of the typhoon from meteorology satellite images taken by "Himawari." Our goal is to discover new knowledge from this data collection.

3. Related Topics

4. References (Complete List)

  1. Asanobu KITAMOTO, "Conference Report: 20th International Conference on Machine Learning (ICML 2003) 8/21-8/24 and 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2003) 8/24-8/27 at Washington DC", Journal of JSAI (Japanese Society for Artificial Intelligence), Vol. 19, No. 1, pp. 126, 2004-01 (in Japanese) [ PDF ]
  2. Asanobu KITAMOTO, "Chance Discovery in Natural Phenomena", Information Technology for Chance Discovery -- Decision Making Support in the Era of Post Data Mining, Y. OSAWA (Eds.), pp. 43-56, Tokyo Denki University Press, ISBN 4-501-53640-3, 2003-09 (in Japanese) [ Abstract ]
  3. Asanobu KITAMOTO, "IMET: Image Mining Environment for Typhoon Analysis and Prediction", Multimedia Mining, Djeraba, C. (Eds.), pp. 7-24, Kluwer Academic Publishers, ISBN 1-4020-7247-3, 2002-11 [ Abstract ]
  4. Asanobu KITAMOTO, "Data Mining for Typhoon Image Collection", Proceedings of the 2nd International Workshop on Multimedia Data Mining, pp. 68-77, 2001-08 [ Abstract ] [ PDF ]