Tomi Silander

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: On Supervised Selection of Bayesian Networks. CoRR abs/1301.6710 (2013)

Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Minimum Encoding Approaches for Predictive Modeling. CoRR abs/1301.7378 (2013)

Trung Thanh Nguyen, Tomi Silander, Tze-Yun Leong: Transferring Expectations in Model-based Reinforcement Learning. NIPS 2012: 2564-2572

Tomi Silander, Petri Kontkanen, Petri Myllymäki: On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter. CoRR abs/1206.5293 (2012)

Tomi Silander, Teemu Roos, Petri Myllymäki: Learning locally minimax optimal Bayesian networks. Int. J. Approx. Reasoning 51(5): 544-557 (2010)

Tomi Silander, Teemu Roos, Petri Myllymäki: Locally Minimax Optimal Predictive Modeling with Bayesian Networks. Journal of Machine Learning Research - Proceedings Track 5: 504-511 (2009)

Tomi Silander, Petri Kontkanen, Petri Myllymäki: On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter. UAI 2007: 360-367

Koen Deforche, Tomi Silander, Ricardo Camacho, Z. Grossman, M. A. Soares, Kristel Van Laethem, R. Kantor, Yves Moreau, Anne-Mieke Vandamme: Analysis of HIV-1 pol sequences using Bayesian Networks: implications for drug resistance. Bioinformatics 22(24): 2975-2979 (2006)

Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander: Learning probabilistic decision graphs. Int. J. Approx. Reasoning 42(1-2): 84-100 (2006)

Tomi Silander, Petri Myllymäki: A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. UAI 2006

Wray L. Buntine, Jaakko Löfström, Jukka Perkiö, Sami Perttu, Vladimir Poroshin, Tomi Silander, Henry Tirri, Antti J. Tuominen, Ville H. Tuulos: A Scalable Topic-Based Open Source Search Engine. Web Intelligence 2004: 228-234

Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: B-Course: A Web-Based Tool for Bayesian and Causal Data Analysis. International Journal on Artificial Intelligence Tools 11(3): 369-387 (2002)

Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: Bayesian Data Mining on the Web with B-Course. ICDM 2001: 626-629

Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: B-Course: A Web Service for Bayesian Data Analysis. ICTAI 2001: 247-256

Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri: Supervised model-based visualization of high-dimensional data. Intell. Data Anal. 4(3-4): 213-227 (2000)

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: On Supervised Selection of Bayesian Networks. UAI 1999: 334-342

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Bayes Optimal Instance-Based Learning. ECML 1998: 77-88

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald: Bayesian and Information-Theories Priors for Bayesian Network Parameters. ECML 1998: 89-94

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Batch Classification with Discrete Finite Mixtures. ECML 1998: 208-213

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: On Bayesian Case Matching. EWCBR 1998: 13-24

Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: BAYDA: Software for Bayesian Classification and Feature Selection. KDD 1998: 254-258

Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Minimum Encoding Approaches for Predictive Modeling. UAI 1998: 183-192

Jukka Paakki, Anssi Karhinen, Tomi Silander: Orthogonal type extensions and reductions. SIGPLAN Notices 25(7): 28-38 (1990)