Edit Profile (opens in new tab) Koski, Timo J. T. Co-Author Distance Author ID: koski.timo-j-t Published as: Koski, Timo; Koski, T.; Koski, Timo J. T. more...less Documents Indexed: 55 Publications since 1985, including 2 Books 1 Contribution as Editor · 1 Further Contribution Co-Authors: 39 Co-Authors with 47 Joint Publications 665 Co-Co-Authors all top 5 Co-Authors 9 single-authored 15 Gyllenberg, Mats 14 Corander, Jukka 4 Cui, Yaqiong 4 Loges, Wilfried 4 Lund, Tatu 3 Hognas, Goran 3 Nyman, Henrik 3 Pensar, Johan 3 Persson, Lars-Erik 3 Verlaan, Martin 2 Gyllenberg, Helge G. 2 Hult, Henrik 2 Hurd, Harry L. 2 Janžura, Martin 2 Noble, John M. 2 Otáhal, Antonín 2 Reilink, Edwin 2 Sirén, Jukka 2 Sundar, Padmanabhan 2 Xiong, Jie 1 Amouroux, Marcel 1 Araya, Rodrigo 1 Aubrun, J.-N. 1 Austin, Brian 1 Babary, Jean-Pierre 1 Bahar, Leon Y. 1 Baillieul, John B. 1 Balas, Mark J. 1 Banks, Harvey Thomas 1 Bar-Kana, Izhak 1 Bayard, David S. 1 Bentsman, Joseph 1 Bertoni, Gianni 1 Bontsema, Jan 1 Boussalis, Dhemetrios 1 Brisbane, T. E. 1 Burke, Shawn E. 1 Burns, John A. 1 Cambanis, Stamatis 1 Capitani, Gloria 1 Cliff, Eugene M. 1 Curtain, Ruth Frances 1 Dawyndt, Peter 1 de Lafontaine, Jean 1 Delfour, Michel Claude 1 Diekmann, Odo 1 Ekdahl, Magnus 1 El Bagdouri, M. 1 El Jai, Abdelhaq 1 Eldred, D. 1 Fathi, Zohreh 1 Favero, Martina 1 Felippe de Souza, J. A. M. 1 Fiagbedzi, Yawvi A. 1 Fischl, Robert 1 Forrest-Barlach, M. G. 1 Garba, John A. 1 García-Pareja, Celia 1 1 Graham, John W. 1 Hadaegh, Fred Y. 1 Havas, T. W. 1 Helferty, John J. 1 Henninger, W. C. 1 Herczfeld, P. R. 1 Hubbard, James E. jun. 1 Ih, Che-Hang Charles 1 Jääskinen, Väinö 1 Jarny, Yvon 1 Jay-Chung Chen 1 Juang, Jer-Nan 1 Jung, Brita 1 Kaufman, Howard 1 Keyhani, Ali 1 Kojima, Fumio 1 Kotelenez, Peter M. 1 Kubrusly, Carlos S. 1 Kunisch, Karl 1 Levan, Nhan 1 Levi, Mark L. 1 Lilly, John H. 1 Liu, Mingyan 1 Lorell, K. R. 1 Malebranche, Helios 1 Mannila, Heikki 1 Marshall, J. E. 1 Marzwell, N. 1 Meek, Christopher 1 Meerkov, Semyon M. 1 Meldrum, D. R. 1 Milman, Mark H. 1 Minnick, D. 1 Miri, S. Mohsen 1 Modi, Vinod J. 1 Musalem, Andrés 1 Nevalainen, Olli S. 1 Ohnaka, Kohzaburo 1 Omatu, Sigeru 1 Ouyang, J. J. 1 Panossian, Hagop V. ...and 56 more Co-Authors all top 5 Serials 4 IEEE Transactions on Information Theory 3 Journal of Mathematical Biology 3 Bulletin of Mathematical Biology 2 Advances in Applied Probability 2 Annales Academiae Scientiarum Fennicae. Series A I. Mathematica 2 Information Sciences 2 Journal of Classification 1 Journal of Mathematical Analysis and Applications 1 Mathematical Biosciences 1 Scandinavian Journal of Statistics 1 Stochastics 1 Acta Academiae Aboensis, Ser. B 1 International Statistical Review 1 Journal of Applied Probability 1 Journal of Combinatorics, Information & System Sciences 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Kybernetika 1 Statistics & Probability Letters 1 Signal Processing 1 Computational Statistics 1 Communications in Statistics. Theory and Methods 1 Archives of Control Sciences 1 PAA. Pattern Analysis and Applications 1 Data Mining and Knowledge Discovery 1 Entropy 1 Journal of Machine Learning Research (JMLR) 1 IFAC Proceedings Series 1 Advances in Data Analysis and Classification. ADAC 1 Computational Biology 1 Statistics and Computing 1 Bayesian Analysis 1 Mathematica Applicanda 1 Wiley Series in Probability and Statistics all top 5 Fields 31 Statistics (62-XX) 28 Probability theory and stochastic processes (60-XX) 13 Biology and other natural sciences (92-XX) 11 Information and communication theory, circuits (94-XX) 9 Computer science (68-XX) 6 Systems theory; control (93-XX) 4 Operator theory (47-XX) 4 Numerical analysis (65-XX) 3 Functional analysis (46-XX) 2 History and biography (01-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 31 Publications have been cited 195 times in 140 Documents Cited by ▼ Year ▼ Hidden Markov models for bioinformatics. Zbl 0983.92001Koski, Timo 35 2001 Non-uniqueness in probabilistic numerical identification of bacteria. Zbl 0817.92002Gyllenberg, Mats; Koski, Timo; Reilink, Edwin; Verlaan, Martin 17 1994 Population models with environmental stochasticity. Zbl 0799.92021Gyllenberg, Mats; Högnäs, Göran; Koski, Timo 11 1994 Bayesian networks. An introduction. Zbl 1277.62022Koski, Timo; Noble, John M. 11 2009 Context-specific independence in graphical log-linear models. Zbl 1348.65036Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka 9 2016 Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031Corander, Jukka; Gyllenberg, Mats; Koski, Timo 8 2009 Classification of binary vectors by stochastic complexity. Zbl 1090.62542Gyllenberg, Mats; Koski, Timo; Verlaan, Martin 8 1997 Some properties of generalized exponential entropies with applications to data compression. Zbl 0746.94006Koski, Timo; Persson, Lars-Erik 7 1992 Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka 7 2014 Asymptotic statistical inference for a stochastic heat flow problem. Zbl 0589.62075Koski, Timo; Loges, Wilfried 7 1985 Minimum entropy of error principle in estimation. Zbl 0805.62010Janzura, Martin; Koski, Timo; Otáhal, Antonin 6 1994 Bayesian predictiveness, exchangeability and sufficientness in bacterial taxonomy. Zbl 1003.62023Gyllenberg, Mats; Koski, Timo 6 2002 On minimum-contrast estimation for Hilbert space-valued stochastic differential equations. Zbl 0587.60049Koski, T.; Loges, W. 6 1986 Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka 6 2015 Null recurrence in a stochastic Ricker model. Zbl 0802.60059Gyllenberg, Mats; Högnäs, Göran; Koski, Timo 5 1994 Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo 4 2013 Probabilistic models for bacterial taxonomy. Zbl 1180.92004Gyllenberg, M.; Koski, T. 4 2001 Have I seen you before? Principles of Bayesian predictive classification revisited. Zbl 1322.62164Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka 4 2013 Random partition models and exchangeability for Bayesian identification of population structure. Zbl 1141.62310Corander, Jukka; Gyllenberg, Mats; Koski, Timo 4 2007 Bayesian block-diagonal predictive classifier for Gaussian data. Zbl 1336.62176Corander, Jukka; Koski, Timo; Pavlenko, Tatjana; Tillander, Annika 3 2013 Numerical taxonomy and the principle of maximum entropy. Zbl 0868.92002Gyllenberg, Mats; Koski, Timo 3 1996 Inductive inference and partition exchangeability in classification. Zbl 1403.68183Corander, Jukka; Cui, Yaqiong; Koski, Timo 3 2013 A review of Bayesian networks and structure learning. Zbl 1320.62051Koski, Timo J. T.; Noble, John M. 3 2012 Bayesian predictive identification and cumulative classification of bacteria. Zbl 1323.92009Gyllenberg, Mats; Koski, Timo; Lund, Tatu; Gyllenberg, Helge G. 3 1999 Bounds for the loss in probability of correct classification under model based approximation. Zbl 1222.68189Ekdahl, Magnus; Koski, Timo 3 2006 Sparse Markov chains for sequence data. Zbl 1309.62053Jääskinen, Väinö; Xiong, Jie; Corander, Jukka; Koski, Timo 3 2014 Simultaneous predictive Gaussian classifiers. Zbl 1347.62108Cui, Yaqiong; Sirén, Jukka; Koski, Timo; Corander, Jukka 2 2016 On identification for distributed parameter systems. Zbl 0627.93071Koski, Timo; Loges, Wilfried 2 1987 On quantizer distortion and the upper bound for exponential entropy. Zbl 0733.94006Koski, Timo; Persson, Lars-Erik 2 1991 A dual process for the coupled Wright-Fisher diffusion. Zbl 1465.92068Favero, Martina; Hult, Henrik; Koski, Timo 2 2021 Minimum entropy of error estimation for discrete random variables. Zbl 0852.62006Janžura, Martin; Koski, Timo; Otáhal, Antonín 1 1996 A dual process for the coupled Wright-Fisher diffusion. Zbl 1465.92068Favero, Martina; Hult, Henrik; Koski, Timo 2 2021 Context-specific independence in graphical log-linear models. Zbl 1348.65036Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka 9 2016 Simultaneous predictive Gaussian classifiers. Zbl 1347.62108Cui, Yaqiong; Sirén, Jukka; Koski, Timo; Corander, Jukka 2 2016 Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka 6 2015 Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka 7 2014 Sparse Markov chains for sequence data. Zbl 1309.62053Jääskinen, Väinö; Xiong, Jie; Corander, Jukka; Koski, Timo 3 2014 Optimal Viterbi Bayesian predictive classification for data from finite alphabets. Zbl 1254.62007Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo 4 2013 Have I seen you before? Principles of Bayesian predictive classification revisited. Zbl 1322.62164Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka 4 2013 Bayesian block-diagonal predictive classifier for Gaussian data. Zbl 1336.62176Corander, Jukka; Koski, Timo; Pavlenko, Tatjana; Tillander, Annika 3 2013 Inductive inference and partition exchangeability in classification. Zbl 1403.68183Corander, Jukka; Cui, Yaqiong; Koski, Timo 3 2013 A review of Bayesian networks and structure learning. Zbl 1320.62051Koski, Timo J. T.; Noble, John M. 3 2012 Bayesian networks. An introduction. Zbl 1277.62022Koski, Timo; Noble, John M. 11 2009 Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031Corander, Jukka; Gyllenberg, Mats; Koski, Timo 8 2009 Random partition models and exchangeability for Bayesian identification of population structure. Zbl 1141.62310Corander, Jukka; Gyllenberg, Mats; Koski, Timo 4 2007 Bounds for the loss in probability of correct classification under model based approximation. Zbl 1222.68189Ekdahl, Magnus; Koski, Timo 3 2006 Bayesian predictiveness, exchangeability and sufficientness in bacterial taxonomy. Zbl 1003.62023Gyllenberg, Mats; Koski, Timo 6 2002 Hidden Markov models for bioinformatics. Zbl 0983.92001Koski, Timo 35 2001 Probabilistic models for bacterial taxonomy. Zbl 1180.92004Gyllenberg, M.; Koski, T. 4 2001 Bayesian predictive identification and cumulative classification of bacteria. Zbl 1323.92009Gyllenberg, Mats; Koski, Timo; Lund, Tatu; Gyllenberg, Helge G. 3 1999 Classification of binary vectors by stochastic complexity. Zbl 1090.62542Gyllenberg, Mats; Koski, Timo; Verlaan, Martin 8 1997 Numerical taxonomy and the principle of maximum entropy. Zbl 0868.92002Gyllenberg, Mats; Koski, Timo 3 1996 Minimum entropy of error estimation for discrete random variables. Zbl 0852.62006Janžura, Martin; Koski, Timo; Otáhal, Antonín 1 1996 Non-uniqueness in probabilistic numerical identification of bacteria. Zbl 0817.92002Gyllenberg, Mats; Koski, Timo; Reilink, Edwin; Verlaan, Martin 17 1994 Population models with environmental stochasticity. Zbl 0799.92021Gyllenberg, Mats; Högnäs, Göran; Koski, Timo 11 1994 Minimum entropy of error principle in estimation. Zbl 0805.62010Janzura, Martin; Koski, Timo; Otáhal, Antonin 6 1994 Null recurrence in a stochastic Ricker model. Zbl 0802.60059Gyllenberg, Mats; Högnäs, Göran; Koski, Timo 5 1994 Some properties of generalized exponential entropies with applications to data compression. Zbl 0746.94006Koski, Timo; Persson, Lars-Erik 7 1992 On quantizer distortion and the upper bound for exponential entropy. Zbl 0733.94006Koski, Timo; Persson, Lars-Erik 2 1991 On identification for distributed parameter systems. Zbl 0627.93071Koski, Timo; Loges, Wilfried 2 1987 On minimum-contrast estimation for Hilbert space-valued stochastic differential equations. Zbl 0587.60049Koski, T.; Loges, W. 6 1986 Asymptotic statistical inference for a stochastic heat flow problem. Zbl 0589.62075Koski, Timo; Loges, Wilfried 7 1985 all cited Publications top 5 cited Publications all top 5 Cited by 214 Authors 20 Corander, Jukka 15 Koski, Timo J. T. 9 Pensar, Johan 7 Gyllenberg, Mats 7 Nyman, Henrik 6 Chen, Badong 5 Lember, Jüri 5 Schreiber, Sebastian J. 5 Xu, Gongjun 4 Kuljus, Kristi 4 Pieczynski, Wojciech 4 Príncipe, José Carlos 3 Benaïm, Michel 3 Cazzaro, Manuela 3 Gu, Yuqi 3 Hu, Jinchun 3 Jääskinen, Väinö 3 Maslowski, Bohdan 3 Nicolussi, Federica 3 Pavlenko, Tatjana 3 Xiong, Jie 3 Zhu, Yu 2 Allman, Elizabeth S. 2 Burigana, Luigi 2 Cui, Yaqiong 2 Hildebrandt, Florian 2 Hognas, Goran 2 Huang, Huilin 2 Hult, Henrik 2 Hyttinen, Antti 2 Janák, Josef 2 Klimova, Anna 2 Koloydenko, Alexey Alexandrovich 2 Kontinen, Juha 2 Lapuyade-Lahorgue, Jérôme 2 Martin, Donald E. K. 2 Matias, Catherine 2 Rhodes, John Anthony 2 Rudas, Tamás 2 Sirén, Jukka 2 Trabs, Mathias 2 Tudor, Ciprian A. 2 Väänänen, Jouko Antero 2 Vicovaro, Michele 2 Zhang, Ming 1 Aas, Kjersti 1 Ackley, Sarah F. 1 Aggoun, Lakhdar 1 Alfredsson, Lars 1 Allahverdyan, Armen E. 1 Alsmeyer, Gerold 1 Andersson, Sofia 1 Andronikos, Theodore 1 Aston, John A. D. 1 Atchadé, Kolawolé A. S. 1 Baladandayuthapani, Veerabhadran 1 Balde, Maoudo Faramba 1 Bandyopadhyay, Sanghamitra 1 Bartolucci, Francesco 1 Bielza, Concha 1 Bingham, Ella 1 Bishwal, Jaya P. N. 1 Borodovsky, Mark 1 Bouguila, Nizar 1 Brault, Vincent 1 Celeux, Gilles 1 Chalmond, Bernard 1 Chambaz, Antoine 1 Chang, Yale 1 Chauveau, Didier 1 Chen, Yinyin 1 Cheng, Lu 1 Chernyak, Oleksandr I. 1 Chisholm, Ryan A. 1 Choudhary, Arun 1 Cialenco, Igor 1 Colombi, Roberto 1 Coolen, Anthony C. C. 1 Crane, Harry 1 Culpepper, Steven Andrew 1 Dehesa, Jesús S. 1 Ding, Aidong Adam 1 Dong, Xuemei 1 Dy, Jennifer G. 1 Elkimakh, Karima 1 Enanoria, Wayne T. A. 1 Es-Sebaiy, Khalifa 1 Fan, Jiulun 1 Farcomeni, Alessio 1 Favero, Martina 1 Ferles, Christos 1 Fernandes, Clément 1 Ferriere, Regis 1 Fortelius, Mikael 1 Frigessi, Arnoldo 1 Fung, Tak 1 García-Pareja, Celia 1 Garivier, Aurélien 1 Gasbarra, Dario 1 Gassiat, Elisabeth ...and 114 more Authors all top 5 Cited in 89 Serials 4 Information Sciences 4 Journal of Multivariate Analysis 4 International Journal of Approximate Reasoning 4 Communications in Statistics. Theory and Methods 4 Stochastic Processes and their Applications 4 Entropy 3 Journal of Mathematical Biology 3 The Annals of Statistics 3 Journal of the American Statistical Association 3 Journal of Statistical Planning and Inference 3 Signal Processing 3 Computational Statistics and Data Analysis 3 Electronic Journal of Statistics 3 Statistics and Computing 2 Mathematical Biosciences 2 Psychometrika 2 Scandinavian Journal of Statistics 2 Applied Mathematics and Optimization 2 Fuzzy Sets and Systems 2 Metron 2 Theoretical Population Biology 2 Journal of Classification 2 Computational Statistics 2 Bernoulli 2 Methodology and Computing in Applied Probability 2 Journal of Machine Learning Research (JMLR) 2 Advances in Data Analysis and Classification. ADAC 2 Epidemiologic Methods 1 ACM Computing Surveys 1 Advances in Applied Probability 1 Journal of the Franklin Institute 1 Journal of Mathematical Physics 1 Journal of Statistical Physics 1 Physica A 1 Stochastics 1 Bulletin of Mathematical Biology 1 Annals of the Institute of Statistical Mathematics 1 Automatica 1 International Statistical Review 1 Journal of Applied Probability 1 Journal of Mathematical Psychology 1 Results in Mathematics 1 Systems & Control Letters 1 Statistics & Probability Letters 1 Stochastic Analysis and Applications 1 Acta Applicandae Mathematicae 1 Annals of Pure and Applied Logic 1 International Journal of Intelligent Systems 1 Neural Networks 1 Annals of Operations Research 1 Machine Learning 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 Test 1 Journal of Logic, Language and Information 1 Theory of Probability and Mathematical Statistics 1 Bulletin des Sciences Mathématiques 1 Statistica Sinica 1 Monte Carlo Methods and Applications 1 Journal of Difference Equations and Applications 1 Electronic Communications in Probability 1 PAA. Pattern Analysis and Applications 1 Data Mining and Knowledge Discovery 1 Discrete Dynamics in Nature and Society 1 Journal of Applied Statistics 1 Statistical Inference for Stochastic Processes 1 RAIRO. Operations Research 1 The ANZIAM Journal 1 Journal of the Australian Mathematical Society 1 Stochastic Models 1 Natural Computing 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Stochastics 1 Statistical Methodology 1 Journal of Biological Dynamics 1 Journal of Physics A: Mathematical and Theoretical 1 Statistical Analysis and Data Mining 1 Journal of Statistical Theory and Practice 1 The Annals of Applied Statistics 1 Statistics Surveys 1 International Journal of Stochastic Analysis 1 Journal of Computational and Graphical Statistics 1 Journal of Theoretical Biology 1 Bayesian Analysis 1 Communications in Mathematics and Statistics 1 ISRN Probability and Statistics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Algebraic Statistics all top 5 Cited in 20 Fields 94 Statistics (62-XX) 41 Probability theory and stochastic processes (60-XX) 24 Computer science (68-XX) 23 Biology and other natural sciences (92-XX) 11 Numerical analysis (65-XX) 11 Systems theory; control (93-XX) 11 Information and communication theory, circuits (94-XX) 6 Combinatorics (05-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Difference and functional equations (39-XX) 2 Mathematical logic and foundations (03-XX) 2 Real functions (26-XX) 2 Partial differential equations (35-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year