C. E. Brodley, and
Anomaly Detection Using an Ensemble of Feature Models.
Proceedings of the 10th IEEE International Conference on Data Mining (ICDM 2010),
Sydney, Australia, December 14-17, 2010, acceptance rate 19%.
IEEE Computer Society Press.
(PDF, bibtex, Source code and Detailed Results)
M. H. Saier, Jr.
Learning to Find Relevant Biological Articles Without Negative Training Examples
Twenty-First Australasian Joint Conference on Artificial Intelligence,
Auckland, New Zealand, December 1-5, 2008, acceptance rate 29%.
In Lecture Notes in Bioinformatics 5360:202-213. Springer-Verlag.
(PDF, bibtex, Data sets)
Learning Classifiers from Only Positive and Unlabeled Data.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), 213-220.
Las Vegas, United States of America, August 24-27, 2008, acceptance rate 18.6%.
(PDF, bibtex, data sets, poster)
Learning Probabilistic Models of cis-Regulatory Modules that Represent Logical and Spatial Aspects.
Proceedings of the 2006 European Conference on Computational Biology,
Eilat, Israel, January 21-24, 2007, acceptance rate 18%.
In Bioinformatics 23(2):e156-162.
(PDF, PubMed, bibtex, source code)