Petri Kontkanen

Publication Activity (10 Years)

Years Active: 1996-2013
Publications (10 Years): 0

Top Venues

Publications

Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
Minimum Encoding Approaches for Predictive Modeling CoRR (2013)
Petri Kontkanen, Petri Myllymäki, Henry Tirri
Classifier Learning with Supervised Marginal Likelihood CoRR (2013)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
On Supervised Selection of Bayesian Networks CoRR (2013)
Panu Luosto, Ciprian Doru Giurcaneanu, Petri Kontkanen
Construction of irregular histograms by penalized maximum likelihood: A comparative study. ITW (2012)
Tomi Silander, Petri Kontkanen, Petri Myllymäki
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter CoRR (2012)
Ciprian Doru Giurcaneanu, Panu Luosto, Petri Kontkanen
On the performance of histogram-based entropy estimators. MLSP (2012)
Panu Luosto, Petri Kontkanen
Clustgrams: an extension to histogram densities based on the minimum description length principle. Central Eur. J. Comput. Sci. 1 (4) (2011)
Petri Kontkanen, Petri Myllymäki
An Empirical Comparison of NML Clustering Algorithms. ITSL (2008)
Tomi Silander, Petri Kontkanen, Petri Myllymäki
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter. UAI (2007)
Petri Kontkanen, Petri Myllymäki
MDL Histogram Density Estimation. AISTATS (2007)
Petri Kontkanen, Petri Myllymäki
A linear-time algorithm for computing the multinomial stochastic complexity. Inf. Process. Lett. 103 (6) (2007)
Petri Kontkanen, Hannes Wettig, Petri Myllymäki
NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Petri Kontkanen, Petri Myllymäki
A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data. IJCAI (2005)
Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen, Hannes Wettig
Topics in probabilistic location estimation in wireless networks. PIMRC (2004)
Petri Kontkanen, Wray L. Buntine, Petri Myllymäki, Jorma Rissanen, Henry Tirri
Efficient Computing of Stochastic Complexity. AISTATS (2003)
Petri Kontkanen, Petri Myllymäki, Henry Tirri
Classifier Learning with Supervised Marginal Likelihood. UAI (2001)
Petri Kontkanen, Petri Myllymäki, Henry Tirri
Comparing Prequential Model Selection Criteria in Supervised Learning of Mixture Models. AISTATS (2001)
Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri
An Unsupervised Bayesian Distance Measure. EWCBR (2000)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald
On predictive distributions and Bayesian networks. Stat. Comput. 10 (1) (2000)
Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri
Supervised model-based visualization of high-dimensional data. Intell. Data Anal. 4 (3-4) (2000)
Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri
Unsupervised Bayesian visualization of high-dimensional data. KDD (2000)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
Exploring the robustness of Bayesian and information-theoretic methods for predictive inference. AISTATS (1999)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
On Supervised Selection of Bayesian Networks. UAI (1999)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
BAYDA: Software for Bayesian Classification and Feature Selection. KDD (1998)
Esa Koskimäki, Janne Göös, Petri Kontkanen, Petri Myllymäki, Henry Tirri
Comparing Soft Computing Methods in Prediction of Manufacturing Data. IEA/AIE (Vol. 2) (1998)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
Batch Classification with Discrete Finite Mixtures. ECML (1998)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald
Bayesian and Information-Theories Priors for Bayesian Network Parameters. ECML (1998)
Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
Minimum Encoding Approaches for Predictive Modeling. UAI (1998)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
On Bayesian Case Matching. EWCBR (1998)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
Bayes Optimal Instance-Based Learning. ECML (1998)
Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald
Comparing Predictive Inference Methods for Discrete Domains. AISTATS (1997)
Henry Tirri, Petri Kontkanen, Petri Myllymäki
Prababilistic Instance-Based Learning. ICML (1996)
Petri Kontkanen, Petri Myllymäki, Henry Tirri
Predictive Data Mining with Finite Mixtures. KDD (1996)
Henry Tirri, Petri Kontkanen, Petri Myllymäki
A Bayesian Framework for Case-Based Reasoning. EWCBR (1996)