Dragos Margineantu (2001):Methods for Cost-Sensitive Learning, Oregon State University,
Department of Computer Science (Technical Report). Postscript preprint.
Unrefereed and abstract-reviewed Publications
Dragos Margineantu (2003):
Active Cost-Sensitive Learning The Learning Workshop, 2003, Snowbird, UT. Dragos Margineantu (2000):
On Class Probability Estimates and Cost-Sensitive Evaluation of
Classifiers, Workshop on Cost-Sensitive Learning, The Seventeenth
International Conference on Machine Learning (ICML-2000). Dragos Margineantu (2000):
When Does Imbalanced Data Require more than Cost-Sensitive Learning?,
Workshop on Learning from Imbalanced Data, National Conference on Artificial Intelligence (AAAI-2000). Dragos Margineantu, Thomas G.
Dietterich (1999):Learning Decision Trees for Loss Minimization in
Multi-Class Problems, Technical Report 99-30-03, Department of
Computer Science, Oregon State University. Dragos Margineantu, Julianne Monell
(1996):The equivalence of Post systems and Turing machines,
TR, Oregon State University.
Dragos Margineantu (2001):
Learning Ensembles for Probability Estimation and Ranking, the
Annual Conference of the Institute for Operations Research and
Management Sciences (INFORMS), November 2001. Dragos Margineantu (1998):Issues in Applying Divide-and-Conquer Methods for Learning Real-World Problems, Neural Information Processing Systems 1998 (NIPS-98), workshop on "Learning from Ambiguous and Complex Examples".