Programming by example, text compression, machine learning, data mining, digital libraries, interactive systems.
Selected Publications
Witten, Ian H., Michael Loots, Maria F Trujillo, David Bainbridge (2001) “The promise of digital libraries in developing countries.” Communications of the ACM 44(5) 82-85.
Witten, Ian H., Eibe Frank (2000) Data mining: practical machine learning tools and techniques with Java implementations.Morgan Kaufmann, San Francisco, CA.
Bainbridge, David, Craig G. Nevill-Manning, Ian H. Witten, Lloyd A. Smith, Rodger J. McNab (1999) “Towards a digital library of popular music.” Proc Fourth ACM Conference on Digital Libraries,161-169, Berkley, CA.
Nevill-Manning, Craig G., Ian H. Witten (1997) “Identifying hierarchical structure in sequences: a linear-time algorithm.” Journal of Artificial Intelligence Research 7, 67-82. |
