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Heikki Mannila

19942015

Research output per year

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Publications

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2015

On the Applicability of Latent Variable Modeling to Research System Data

Bingham, E. E. & Mannila, H. O., 2015, Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). London: Elsevier Academic Press, p. 279-288 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

2008

Phasing genotypes using a hidden Markov model

Rastas, P., Koivisto, M., Mannila, H. & Ukkonen, E., 2008, Bioinformatics algorithms. Hoboken, N.J: Wiley-Interscience, p. 355-372 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2006

Constrained Hidden Markov Models for population-based haplotyping

Landwehr, N., Mielikäinen, T., Eronen, L., Toivonen, H. & Mannila, H., 2006, Probabilistic modeling and machine learning in structural and systems biology. Helsinki: Helsinki University Printing House, p. 38-43 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2005

Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo: chapter 5

Salmenkivi, M. & Mannila, H., 2005, Data Mining in Bioinformatics. Wang, J. T. L., Zaki, M. J., Toivonen, H. T. T. & Shasha, D. (eds.). 1. ed. New York: Springer, p. 85-103 19 p. (Advanced Information and Knowledge Processing).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review