Petri Myllymaki
Petri Myllymaki
Professor of Computer Science, University of Helsinki
Verified email at helsinki.fi - Homepage
TitleCited byYear
A probabilistic approach to WLAN user location estimation
T Roos, P Myllymäki, H Tirri, P Misikangas, J Sievänen
International Journal of Wireless Information Networks 9 (3), 155-164, 2002
11302002
A statistical modeling approach to location estimation
T Roos, P Myllymaki, H Tirri
IEEE Transactions on Mobile computing 1 (1), 59-69, 2002
4172002
Location estimation in wireless telecommunication networks
P Myllymäki, H Tirri, P Kontkanen, J Lahtinen, T Silander, T Roos, ...
US Patent 7,228,136, 2007
3312007
A simple approach for finding the globally optimal Bayesian network structure
T Silander, P Myllymaki
arXiv preprint arXiv:1206.6875, 2012
3212012
B-course: A web-based tool for Bayesian and causal data analysis
P Myllymäki, T Silander, H Tirri, P Uronen
International Journal on Artificial Intelligence Tools 11 (03), 369-387, 2002
2142002
On discriminative Bayesian network classifiers and logistic regression
T Roos, H Wettig, P Grünwald, P Myllymäki, H Tirri
Machine Learning 59 (3), 267-296, 2005
1322005
Interactive intent modeling: information discovery beyond search.
T Ruotsalo, G Jacucci, P Myllymäki, S Kaski
Commun. ACM 58 (1), 86-92, 2015
1022015
On sensitivity of the MAP Bayesian network structure to the equivalent sample size parameter
T Silander, P Kontkanen, P Myllymaki
arXiv preprint arXiv:1206.5293, 2012
982012
Error estimate concerning a target device's location operable to move in a wireless environment
P Myllymäki, P Kontkanen, T Roos, K Valtonen, J Lahtinen, H Wettig, ...
US Patent 7,209,752, 2007
982007
Topics in probabilistic location estimation in wireless networks
P Kontkanen, P Myllymaki, T Roos, H Tirri, K Valtonen, H Wettig
2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio …, 2004
972004
A linear-time algorithm for computing the multinomial stochastic complexity
P Kontkanen, P Myllymäki
Information Processing Letters 103 (6), 227-233, 2007
932007
Sequence-based positioning technique
P Misikangas, P Myllymäki
US Patent 7,349,683, 2008
862008
Probabilistic model for a positioning technique
P Misikangas, P Myllymäki
US Patent 7,196,662, 2007
852007
1 An MDL Framework for Data Clustering
P Kontkanen, P Myllymäki, W Buntine, J Rissanen, H Tirri
Minimum, 323, 2005
762005
Directing exploratory search with interactive intent modeling
T Ruotsalo, J Peltonen, M Eugster, D Głowacka, K Konyushkova, ...
Proceedings of the 22nd ACM international conference on Information …, 2013
752013
MDL histogram density estimation
P Kontkanen, P Myllymäki
Artificial Intelligence and Statistics, 219-226, 2007
722007
Long-term effects of ubiquitous surveillance in the home
A Oulasvirta, A Pihlajamaa, J Perkiö, D Ray, T Vähäkangas, T Hasu, ...
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 41-50, 2012
652012
Massively parallel case-based reasoning with probabilistic similarity metrics
P Myllymäki, H Tirri
European Workshop on Case-Based Reasoning, 144-154, 1993
611993
On predictive distributions and Bayesian networks
P Kontkanen, P Myllymäki, T Silander, H Tirri, P Grünwald
Statistics and Computing 10 (1), 39-54, 2000
602000
Discriminative learning of Bayesian networks via factorized conditional log-likelihood
AM Carvalho, T Roos, AL Oliveira, P Myllymäki
Journal of machine learning research 12 (Jul), 2181-2210, 2011
532011
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