ICS 278 Spring 2006 Homework 2 Reading

Links to papers for Homework 2, ICS 278, Spring 2006

Note that you may need to be on a machine with a UCI IP address in order to access
some of these links via the UCI Library.

Papers on Data Mining Competitions:

R. Kohavi et al, 2000, KDD-Cup 2000 organizers' report: peeling the onion.
R. Caruana et al, 2004, KDD-Cup 2004: results and analysis.
C. Elkan, 2000, Magical thinking in data mining: lessons from CoIL challenge

Papers on Learning to Rank for Binary Classification Problems
(note that these are just suggested papers, you are free to choose any papers you wish on this topic)

Proceedings of the 2005 NIPS Workshop on Learning to Rank
C. Burges et al, Learning to rank using gradient descent
Ataman et al, Learning to rank by maximizing AUC with linear programming