 |
A Bayesian Approach to Learning in Fault Isolation
Anna Pernestål, Hannes Wettig, Tomi Silander, Matias Nyberg and Petri Myllymäki
Conference or Workshop Item
(22 September 2008)
|
 |
A compression-based method for stemmatic analysis
Teemu Roos, Tuomas Heikkilä and Petri Myllymäki
Conference or Workshop Item
(August 2006)
|
 |
A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data
Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
Item availablity restricted.
(July 2005)
|
|
A linear-time algorithm for computing the multinomial stochastic complexity
Petri Kontkanen and Petri Myllymäki
Article
Item not available online.
(September 2007)
|
 |
A simple approach for finding the globally optimal Bayesian network structure
Tomi Silander and Petri Myllymäki
Conference or Workshop Item
(2006)
|
 |
A Testbed for Proactive Information Retrieval.
Miikka Miettinen, Ville Tuulos and Petri Myllymäki
Conference or Workshop Item
(June 2005)
|
 |
An Empirical Comparison of NML Clustering Algorithms
Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
(July 2008)
|
 |
An MDL Framework for Data Clustering
Petri Kontkanen, Petri Myllymäki, Wray Buntine, Jorma Rissanen and Henry Tirri
Book Section
(2005)
|
 |
Bayesian network structure learning using factorized NML universal models
Teemu Roos, Tomi Silander, Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
(01 February 2008)
|
 |
Calculating the Normalized Maximum Likelihood Distribution for Bayesian Forests
Hannes Wettig, Petri Kontkanen and Petri Myllymäki
Article
(October 2007)
|
 |
Compression-based stemmatology: A study of the legend of St. Henry of Finland
Teemu Roos, Tuomas Heikkilä, Rudi Cilibrasi and Petri Myllymäki
Monograph
(December 2005)
|
 |
Computing the Multinomial Stochastic Complexity in Sub-Linear Time
Tommi Mononen and Petri Myllymäki
Conference or Workshop Item
(17 September 2008)
|
 |
Computing the NML for Bayesian Forests via Matrices and Generating Polynomials
Tommi Mononen and Petri Myllymäki
Conference or Workshop Item
Item availablity restricted.
(05 May 2008)
|
 |
Computing the regret table for multinomial data
Petri Kontkanen and Petri Myllymäki
Monograph
(12 April 2005)
|
 |
Discriminative learning of Bayesian networks via factorized conditional log-likelihood
Alexandra Carvalho, Teemu Roos, Arlindo Oliveira and Petri Myllymäki
Article
(2011)
|
 |
Editorial: Information theoretic methods for bioinformatics
Jorma Rissanen, Peter Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos and Juho Rousu
Article
Item availablity restricted.
(24 December 2007)
|
 |
Factorized NML models
Petri Myllymäki, Teemu Roos, Tomi Silander, Petri Kontkanen and Henry Tirri
Book Section
(2008)
|
 |
Factorized normalized maximum likelihood criterion for learning Bayesian network structures
Tomi Silander, Teemu Roos, Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
(17 September 2008)
|
 |
Fast NML Computation for Naive Bayes Models
Tommi Mononen and Petri Myllymäki
Conference or Workshop Item
(02 October 2007)
|
|
Festschrift in Honor of Jorma Rissanen on the Occasion of his 75th Birthday
Book
Item not available online.
(2008)
|
 |
Generalization to Unseen Cases
Teemu Roos, Peter Grünwald, Petri Myllymäki and Henry Tirri
Conference or Workshop Item
(December 2005)
|
|
Image Similarity:
From Syntax to Weak Semantics using Multimodal Features
with Application to Multimedia Retrieval
Jukka Perkiö, Antti Tuominen and Petri Myllymäki
Conference or Workshop Item
Item not available online.
(2009)
|
 |
Image Similarity: From Syntax to Weak Semantics
Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas and Petri Myllymäki
Article
Item availablity restricted.
(September 2010)
|
|
Image similarity: from syntax to weak semantics
Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas and Petri Myllymäki
Article
Item not available online.
(2010)
|
 |
Information-Theoretically Optimal Histogram Density Estimation
Petri Kontkanen and Petri Myllymäki
Monograph
Item availablity restricted.
(17 March 2006)
|
 |
Learning locally minimax optimal Bayesian networks
Tomi Silander, Teemu Roos and Petri Myllymäki
Article
Item availablity restricted.
(28 January 2010)
|
 |
Learning Locally Minimax Optimal Bayesian Networks
Tomi Silander, Teemu Roos and Petri Myllymäki
Article
Item availablity restricted.
(January 2010)
|
 |
Locally minimax optimal predictive modeling with Bayesian networks
Tomi Silander, Teemu Roos and Petri Myllymäki
Conference or Workshop Item
(April 2009)
|
|
Magrathea: A Mobile Agent- and Sensing Platform
Jukka Perkiö, Petri Myllymäki, Ville Tuulos and Peter Boda
Conference or Workshop Item
Item not available online.
(July 2008)
|
|
Magrathea: Building and Analyzing Ubiquitous and Social Systems
Jukka Perkiö and Petri Myllymäki
Conference or Workshop Item
Item not available online.
(2009)
|
 |
MDL denoising revisited
Teemu Roos, Petri Myllymäki and Jorma Rissanen
Article
(2009)
|
 |
MDL Histogram Density Estimation
Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
(March 2007)
|
 |
MDL-based attribute models in naive Bayes classification
Petri Myllymäki
Conference or Workshop Item
(August 2009)
|
 |
Model selection by sequentially normalized least squares
Jorma Rissanen, Teemu Roos and Petri Myllymäki
Article
Item availablity restricted.
(29 December 2009)
|
 |
Model Selection by Sequentially Normalized Least Squares
Jorma Rissanen, Teemu Roos and Petri Myllymäki
Article
Item availablity restricted.
(2010)
|
 |
NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks
Petri Kontkanen, Hannes Wettig and Petri Myllymäki
Article
(2008)
|
|
On Discriminative Bayesian Network Classifiers and Logistic Regression
Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki and Henry Tirri
Article
Item not available online.
(2005)
|
 |
On Recurrence Formulas for Computing the Stochastic Complexity
Tommi Mononen and Petri Myllymäki
Conference or Workshop Item
Item availablity restricted.
(07 December 2008)
|
 |
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter
Tomi Silander, Petri Kontkanen and Petri Myllymäki
Conference or Workshop Item
(2007)
|
 |
On Text-Based Estimation of Document Relevance
Eerika Savia, Samuel Kaski, Ville Tuulos and Petri Myllymäki
Conference or Workshop Item
(13 May 2004)
|
|
On the behavior of MDL denoising
Teemu Roos, Petri Myllymäki and Henry Tirri
Conference or Workshop Item
Item not available online.
(06 January 2005)
|
 |
On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem
Tommi Mononen and Petri Myllymäki
Conference or Workshop Item
Item availablity restricted.
(14 July 2008)
|
 |
Probabilistic Methods for Location Estimation in Wireless Networks
Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig
Book Section
(2004)
|
 |
Proceedings of the Fifth European Workshop on Probabilistic Graphical Models
Book
(13 September 2010)
|
 |
Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010)
Book
(September 2010)
|
|
Proceedings of the Fifth Workshop on Information Theoretic Methods in Science and Engineering (WITMSE 2012)
Book
Item not available online.
(December 2012)
|
 |
Proceedings of the Fourth Workshop on Information Theoretic Methods in Science and Engineering (Witmse 2011)
Book
(2011)
|
 |
Recent Advances in Computing the NML for Discrete Bayesian Networks
Petri Myllymäki
Conference or Workshop Item
(18 August 2008)
|
 |
Semi-supervised learning for WLAN positioning
Teemu Pulkkinen, Teemu Roos and Petri Myllymäki
Conference or Workshop Item
(2011)
|
|
Semi-Supervised Learning for WLAN Positioning
Teemu Pulkkinen, Teemu Roos and Petri Myllymäki
Conference or Workshop Item
Item not available online.
(17 June 2011)
|
 |
Topics in Probabilistic Location Estimation in Wireless Networks
Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig
Conference or Workshop Item
(24 May 2004)
|
|
User models from implicit feedback for proactive information retrieval
Samuel Kaski, Petri Myllymäki and Ilpo Kojo
Conference or Workshop Item
Item not available online.
(2005)
|
 |
VISCI Virtual Intelligent Space for Collaborative Innovation -
Project Description
Kristiina Kumpulainen, Petri Myllymäki, Riitta Smeds, Juha Kronqvist and Päivi Pöyry-Lassila
Conference or Workshop Item
(18 August 2009)
|