Mining Massive Relational Databases [PS] [PDF]

Geoff Hulten, Pedro Domingos, and Yeuhi Abe Proceedings of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data, 2003. Acapulco, Mexico: IJCAII.

Mining Complex Models from Arbitrarily Large Databases in Constant Time [PS] [PDF]

Geoff Hulten and Pedro Domingos. Proceedings of the Eighth International Conference on Knowledge Discovery and Data Mining (pp. 525-531), 2002. Edmonton, Canada: ACM Press.

Learning from Infinite Data in Finite Time [PS] [PDF]

Pedro Domingos and Geoff Hulten. Advances in Neural Information Processing Systems (NIPS) 14, 2002. Cambridge, MA: MIT Press.

Mining Time-Changing Data Streams [PS] [PDF]

Geoff Hulten, Laurie Spencer and Pedro Domingos. In Proc. 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 97-106), 2001. San Francisco, CA: ACM Press.

A General Method for Scaling Up Machine Learning Algorithms and its Application to Clustering [PS] [PDF]

Pedro Domingos and Geoff Hulten. In Proc. 18th International Conference on Machine Learning (ICML) (pp. 106-113), 2001. Williamstown, MA: Morgan Kaufmann.

Catching Up with the Data: Research Issues in Mining Data Streams [PS] [PDF]

Pedro Domingos and Geoff Hulten. Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001. Santa Barbara, CA: http://www.cs.cornell.edu/johannes/dmkd2001.htm.

Mining High-Speed Data Streams [PS] [PDF]

Pedro Domingos and Geoff Hulten. In Proc. of the 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 71-80), 2000. Boston, MA: ACM Press.