Koski Timo

Cited by

	All	Since 2016
Citations	1735	587
h-index	19	11
i10-index	38	11

160

120

199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202110 4 9 21 9 25 22 24 47 28 41 54 61 80 54 61 78 82 80 93 107 102 147 118 112 102 106 2

Co-authors

Mats GyllenbergUniversity of HelsinkiVerified email at helsinki.fi
Martin VerlaanProfessor Data Assimilation, Mathematics, Technical University Delft and senior researcher DeltaresVerified email at tudelft.nl
Lars-Erik PerssonProfessor of Mathematics, UiT The Artic University of NorwayVerified email at uit.no
Per ÖdlingProfessor of Telecommunications, Lund UniversityVerified email at eit.lth.se
Per Ola BorjessonLund University, Lund, SwedenVerified email at eit.lth.se
Johan PensarAssociate Professor, Statistics and Data Science, University of OsloVerified email at math.uio.no
Helga WesterlindAssistant professor, Karolinska InstitutetVerified email at ki.se
jean swingsemeritus hoogleraar microbiologieVerified email at ugent.be
Fabiano ThompsonFederal University of Rio de Janeiro (UFRJ)Verified email at biologia.ufrj.br
B AustinUniversity of Stirling or Heriot-Watt University or Fish Diseases Laboratory or University ofVerified email at stir.ac.uk
Peter DawyndtProfessor in Computational Biology, Ghent University, BelgiumVerified email at UGent.be
JIE XIONGUniversity of HelsinkiVerified email at comptel.com
Ulf SandströmKTH Royal Institute Technology; Linköping University; Örebro UniversityVerified email at indek.kth.se
Jukka SirénUniversity of HelsinkiVerified email at helsinki.fi
Ove EdforsProfessor of Radio Systems, Lund University, SwedenVerified email at eit.lth.se
Lars Alfredssonprofessor Karolinska institutetVerified email at ki.se
Ryan RamanujamKarolinska InstitutetVerified email at ki.se
Kjell-Morten MyhrHaukeland University Hospital and University of BergenVerified email at haukeland.no
Ingrid KockumKarolinska InstitutetVerified email at ki.se
Martin SingullAssociate Professor - Mathematical Statistics, Linköpings universitetVerified email at liu.se

Koski Timo

Professor of Mathematical Statistics

Verified email at kth.se

probability genetics machine learning causal inference


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bayesian networks: an introduction T Koski, J Noble John Wiley & Sons, 2011	329	2011
Hidden Markov models for bioinformatics T Koski Springer Science & Business Media, 2001	314	2001
A review of Bayesian networks and structure learning TJT Koski, J Noble Mathematica Applicanda 40 (1), 2012	84	2012
Bayesian model learning based on a parallel MCMC strategy J Corander, M Gyllenberg, T Koski Statistics and computing 16 (4), 355-362, 2006	57	2006
Non-uniqueness in probabilistic numerical identification of bacteria M Gyllenberg, T Koski, E Reilink, M Verlaan Journal of Applied Probability, 542-548, 1994	56	1994
Parallell interacting MCMC for learning of topologies of graphical models J Corander, M Ekdahl, T Koski Data mining and knowledge discovery 17 (3), 431-456, 2008	55	2008
Classification of binary vectors by stochastic complexity M Gyllenberg, T Koski, M Verlaan journal of multivariate analysis 63 (1), 47-72, 1997	50	1997
Random partition models and exchangeability for Bayesian identification of population structure J Corander, M Gyllenberg, T Koski Bulletin of Mathematical Biology 69 (3), 797-815, 2007	44	2007
Population models with environmental stochasticity M Gyllenberg, G Högnäs, T Koski Journal of Mathematical Biology 32 (2), 93-108, 1994	36	1994
A fragment library based on Gaussian mixtures predicting favorable molecular interactions VV Rantanen, KA Denessiouk, M Gyllenberg, T Koski, MS Johnson Journal of Molecular Biology 313 (1), 197-214, 2001	34	2001
Some properties of generalized exponential entropies with applications to data compression T Koski, LE Persson Information sciences 62 (1-2), 103-132, 1992	28	1992
Asymptotic statistical inference for a stochastic heat flow problem T Koski, W Loges Statistics & probability letters 3 (4), 185-189, 1985	28	1985
Stratified graphical models-context-specific independence in graphical models J Nyman, Henrik and Pensar, Johan and Koski, Timo and Corander Bayesian Analysis 9 (4), 883-908, 2014	26	2014
Combined linear-Viterbi equalizers-a comparative study and a minimax design N Sundstrom, O Edfors, P Odling, H Eriksson, T Koski, PO Borjesson Proceedings of IEEE Vehicular Technology Conference (VTC), 1263-1267, 1994	26	1994
Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy J Corander, M Gyllenberg, T Koski Advances in Data Analysis and Classification 3 (1), 3, 2009	22	2009
Identity-by-descent mapping in a Scandinavian multiple sclerosis cohort} T Westerlind, Helga and Imrell, Kerstin and Ramanujam, Ryan and Myhr, Kjell ... European Journal of Human Genetics 23 (5), 688-692, 2015	21	2015
Context-specific independence in graphical log-linear models H Nyman, J Pensar, T Koski, J Corander Computational Statistics 31 (4), 1493-1512, 2016	20	2016
Classification of Enterobacteriaceae by minimization of stochastic complexity HG Gyllenberg, M Gyllenberg, T Koski, T Lund, J Schindler, M Verlaan Microbiology 143 (3), 721-732, 1997	20	1997
Sparse Markov chains for sequence data V Jääskinen, J Xiong, J Corander, T Koski Scandinavian Journal of Statistics 41 (3), 639-655, 2014	19	2014
On minimum-contrast estimation for Hilbert space-valued stochastic differential equations T Koski, W Loges Stochastics: An International Journal of Probability and Stochastic …, 1986	19	1986

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors