Tomi Silander
Tomi Silander
Researcher
Verified email at naverlabs.com
Title
Cited by
Cited by
Year
A simple approach for finding the globally optimal Bayesian network structure
T Silander, P Myllymaki
arXiv preprint arXiv:1206.6875, 2012
3962012
Location estimation in wireless telecommunication networks
P Myllymäki, H Tirri, P Kontkanen, J Lahtinen, T Silander, T Roos, ...
US Patent 7,228,136, 2007
3442007
Identification of toxicologically predictive gene sets using cDNA microarrays
RS Thomas, DR Rank, SG Penn, GM Zastrow, KR Hayes, K Pande, ...
Molecular Pharmacology 60 (6), 1189-1194, 2001
2842001
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
2252002
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
1232012
Analysis of HIV-1 pol sequences using Bayesian Networks: implications for drug resistance
K Deforche, T Silander, R Camacho, Z Grossman, MA Soares, ...
Bioinformatics 22 (24), 2975-2979, 2006
922006
On predictive distributions and Bayesian networks
P Kontkanen, P Myllymäki, T Silander, H Tirri, P Grünwald
Statistics and Computing 10 (1), 39-54, 2000
642000
Comparing predictive inference methods for discrete domains
P Kontkanen, P Myllymäki, T Silander, H Tirri, P Grünwald
Sixth International Workshop on Artificial Intelligence and Statistics, 311-318, 1997
641997
Factorized normalized maximum likelihood criterion for learning Bayesian network structures
T Silander, T Roos, P Kontkanen, P Myllymäki
Proceedings of the 4th European Workshop on Probabilistic Graphical Models …, 2008
562008
On supervised selection of Bayesian networks
P Kontkanen, P Myllymaki, T Silander, H Tirri
arXiv preprint arXiv:1301.6710, 2013
532013
Online feature selection for model-based reinforcement learning
T Nguyen, Z Li, T Silander, TY Leong
International Conference on Machine Learning, 498-506, 2013
452013
Learning locally minimax optimal Bayesian networks
T Silander, T Roos, P Myllymäki
International Journal of Approximate Reasoning 51 (5), 544-557, 2010
442010
Bayesian network analysis of resistance pathways against HIV-1 protease inhibitors
K Deforche, R Camacho, Z Grossman, T Silander, MA Soares, Y Moreau, ...
Infection, genetics and evolution 7 (3), 382-390, 2007
442007
A scalable topic-based open source search engine
W Buntine, J Lofstrom, J Perkio, S Perttu, V Poroshin, T Silander, H Tirri, ...
IEEE/WIC/ACM International Conference on Web Intelligence (WI'04), 228-234, 2004
422004
BAYDA: Software for Bayesian Classification and Feature Selection.
P Kontkanen, P Myllymäki, T Silander, H Tirri
KDD, 254-258, 1998
411998
Minimum encoding approaches for predictive modeling
PD Grunwald, P Kontkanen, P Myllymaki, T Silander, H Tirri
arXiv preprint arXiv:1301.7378, 2013
392013
Supervised model-based visualization of high-dimensional data
P Kontkanen, J Lahtinen, P Myllymäki, T Silander, H Tirri
Intelligent Data Analysis 4 (3-4), 213-227, 2000
372000
Empirical comparison of stochastic algorithms
J Lahtinen, P Myllymäki, T Silander, H Tirri
341996
Bayesian network structure learning using factorized NML universal models
T Roos, T Silander, P Kontkanen, P Myllymaki
2008 Information Theory and Applications Workshop, 272-276, 2008
332008
Learning probabilistic decision graphs
M Jaeger, JD Nielsen, T Silander
International Journal of Approximate Reasoning 42 (1-2), 84-100, 2006
332006
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Articles 1–20