Seppo Virtanen
Titre
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Année
Bayesian canonical correlation analysis
A Klami, S Virtanen, S Kaski
Journal of Machine Learning Research 14 (Apr), 965-1003, 2013
1492013
Clinical course of untreated cervical intraepithelial neoplasia grade 2 under active surveillance: systematic review and meta-analysis
K Tainio, A Athanasiou, KAO Tikkinen, R Aaltonen, J Cárdenas, ...
Bmj 360, k499, 2018
1172018
Group factor analysis
A Klami, S Virtanen, E Leppäaho, S Kaski
IEEE transactions on neural networks and learning systems 26 (9), 2136-2147, 2014
912014
Bayesian group factor analysis
S Virtanen, A Klami, S Khan, S Kaski
Artificial Intelligence and Statistics, 1269-1277, 2012
792012
Bayesian CCA via group sparsity
S Virtanen, A Klami, S Kaski
ICML, 2011
702011
Factorized multi-modal topic model
S Virtanen, Y Jia, A Klami, T Darrell
arXiv preprint arXiv:1210.4920, 2012
442012
Identification of structural features in chemicals associated with cancer drug response: a systematic data-driven analysis
SA Khan, S Virtanen, OP Kallioniemi, K Wennerberg, A Poso, S Kaski
Bioinformatics 30 (17), i497-i504, 2014
412014
Comparative analysis of vaginal microbiota sampling using 16S rRNA gene analysis
S Virtanen, I Kalliala, P Nieminen, A Salonen
PLoS One 12 (7), e0181477, 2017
292017
Bayesian exponential family projections for coupled data sources
A Klami, S Virtanen, S Kaski
arXiv preprint arXiv:1203.3489, 2012
292012
ICANN/PASCAL2 challenge: MEG mind reading—overview and results
A Klami, P Ramkumar, S Virtanen, L Parkkonen, R Hari, S Kaski
Proceedings of ICANN/PASCAL2 Challenge: MEG Mind Reading. Espoo, Aalto …, 2011
172011
Age-specific HPV type distribution in high-grade cervical disease in screened and unvaccinated women
K Aro, P Nieminen, K Louvanto, M Jakobsson, S Virtanen, M Lehtinen, ...
Gynecologic oncology 154 (2), 354-359, 2019
132019
Vaginal microbiota composition correlates between Pap smear microscopy and next generation sequencing and associates to socioeconomic status
S Virtanen, T Rantsi, A Virtanen, K Kervinen, P Nieminen, I Kalliala, ...
Scientific reports 9 (1), 1-9, 2019
122019
Cross-organism toxicogenomics with group factor analysis
T Suvitaival, JA Parkkinen, S Virtanen, S Kaski
Systems Biomedicine 2 (4), 71-80, 2014
72014
Bayesian group factor analysis
S Virtanen, A Klami, SA Khan, S Kaski
arXiv preprint arXiv:1110.3204, 2011
52011
Bayesian exponential family projections
S Virtanen
52010
Vaginal microbiota in pregnancy: Role in induction of labor and seeding the neonate’s microbiota?
K Kervinen, I Kalliala, S Glazer-Livson, S Virtanen, P Nieminen, ...
Journal of biosciences 44 (5), 116, 2019
42019
Ordinal mixed membership models
S Virtanen, M Girolami
International Conference on Machine Learning, 588-596, 2015
32015
Precision-Recall Balanced Topic Modelling
S Virtanen, M Girolami
Advances in Neural Information Processing Systems, 6750-6759, 2019
22019
Non‐parametric Bayes to infer playing strategies adopted in a population of mobile gamers
S Virtanen, M Rost, M Higgs, A Morrison, M Chalmers, M Girolami
Stat 4 (1), 46-58, 2015
22015
Uncovering smartphone usage patterns with multi‐view mixed membership models
S Virtanen, M Rost, A Morrison, M Chalmers, M Girolami
Stat 5 (1), 57-69, 2016
12016
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