Jaakko Hollmén: open-source software packages
Matlab package for assessing diagnostic accuracy
Matlab program package for measuring the accuracy of diagnostic
systems, includes functions for assessment of false positive and
true negative alarms with the use of ROC-analysis. Downloadable as
roc_analysis.tar.gz
Jaakko Hollmén.
User Profiling and Classification for Fraud Detection in
Mobile Communications Networks. Doctoral thesis,
Helsinki University of Technology, 2000.
BernoulliMix — program package for mixture models of
Bernoulli distributions
BernoulliMix program package provides tools to work with finite
mixture models of multivariate Bernoulli distributions, also known
as Bernoulli mixtures. The program package can be used for
probabilistic modeling of 0-1 data. The target audience includes
researchers, teachers, and students in machine learning and data
mining.
See BernoulliMix
— program package for finite mixture models of multivariate
Bernoulli distributions
Jaakko Hollmén, Jouni K. Seppänen, and Heikki Mannila.
Mixture models and frequent sets: combining global and
local methods for 0-1 data. In Daniel Barbará and
Chandrika Kamath, editors, Proceedings of the Third SIAM
International Conference on Data Mining, pages 289–293.
Society of Industrial and Applied Mathematics, 2003.