PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Petri Myllymäki

Click here to see user's record.

Number of EPrints submitted by this user: 15

An MDL Framework for Data Clustering
Petri Kontkanen, Petri Myllymäki, Wray Buntine, Jorma Rissanen and Henry Tirri
In: Advances in Minimum Description Length: Theory and Applications (2005) MIT Press .

A Testbed for Proactive Information Retrieval.
Miikka Miettinen, Ville Tuulos and Petri Myllymäki
In: Workshop on Context Awareness for Proactive Systems (CAPS 2005), 16-17 June 2005, Helsinki, Finland.

Computing the regret table for multinomial data
Petri Kontkanen and Petri Myllymäki
(2005) Technical Report. HIIT, Helsinki, Finland.

Recent Advances in Computing the NML for Discrete Bayesian Networks
Petri Myllymäki
In: First Workshop on Information Theoretic Methods in Science and Engineering, 18-20 Aug 2008, Tampere, Finland.

MDL-based attribute models in naive Bayes classification
Petri Myllymäki
In: Second Workshop on Information Theoretic Methods in Science and Engineering, 17-19 August, 2009, Tampere, Finland.

VISCI Virtual Intelligent Space for Collaborative Innovation - Project Description
Kristiina Kumpulainen, Petri Myllymäki, Riitta Smeds, Juha Kronqvist and Päivi Pöyry-Lassila
In: 1st International Symposium on Tangible Software Engineering Education, 9 October, 2009, Tokyo, Japan.

Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010)
Petri Myllymäki, Teemu Roos and Tommi Jaakkola, ed. (2010) HIIT Publications , Volume 2010 , Number 2. Helsinki Institute for Information Technology HIIT , Helsinki, Finland . ISBN 978–952–60–3314–3

Image Similarity: From Syntax to Weak Semantics
Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas and Petri Myllymäki
Multimedia Tools and Applications Volume 2010, pp. 1-23, 2010. ISSN 1380-7501

Learning Locally Minimax Optimal Bayesian Networks
Tomi Silander, Teemu Roos and Petri Myllymäki
International Journal of Approximate Reasoning Volume 51 (2010), Number 5 (June), pp. 544-557, 2010.

Model Selection by Sequentially Normalized Least Squares
Jorma Rissanen, Teemu Roos and Petri Myllymäki
Journal of Multivariate Analysis Volume 110, Number 4, pp. 839-849, 2010.

Semi-supervised learning for WLAN positioning
Teemu Pulkkinen, Teemu Roos and Petri Myllymäki
In: The 21st International Conference on Artificial Neural Networks (ICANN-2011), Helsinki, Finland(2011).

Discriminative learning of Bayesian networks via factorized conditional log-likelihood
Alexandra Carvalho, Teemu Roos, Arlindo Oliveira and Petri Myllymäki
Journal of Machine Learning Research Volume 12, pp. 2181-2210, 2011.

Proceedings of the Fourth Workshop on Information Theoretic Methods in Science and Engineering (Witmse 2011)
Jorma Rissanen, Petri Myllymäki, Teemu Roos, Ioan Tabus and Kenji Yamanishi, ed. (2011) Department of Computer Science, Series of Publications C , Volume C-2011 , Number 45. University of Helsinki , Helsinki, Finland .

Analysis of Textual Variation by Latent Tree Structures
Teemu Roos and Yuan Zou
In: The 2011 ICDM IEEE International Conference on Data Mining, Vancouver, Canada(2011).

Clustgrams: an extension to histogram densities based on the minimum description length principle
Panu Luosto and Petri Kontkanen
Central European Journal of Computer Science Volume 1, Number 4, pp. 466-481, 2011. ISSN 1896-1533