| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jukka Perkiö, Antti J. Tuominen, Taneli Vähäkangas, Petri Myllymäki |
Image similarity: from syntax to weak semantics.  |
Multimedia Tools Appl.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandra M. Carvalho, Teemu Roos, Arlindo L. Oliveira, Petri Myllymäki |
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Teemu Pulkkinen, Teemu Roos, Petri Myllymäki |
Semi-supervised Learning for WLAN Positioning. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorma Rissanen, Teemu Roos, Petri Myllymäki |
Model selection by sequentially normalized least squares. |
J. Multivariate Analysis |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomi Silander, Teemu Roos, Petri Myllymäki |
Learning locally minimax optimal Bayesian networks. |
Int. J. Approx. Reasoning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomi Silander, Teemu Roos, Petri Myllymäki |
Locally Minimax Optimal Predictive Modeling with Bayesian Networks. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Teemu Roos, Petri Myllymäki, Jorma Rissanen |
MDL denoising revisited. |
IEEE Transactions on Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jukka Perkiö, Petri Myllymäki |
Magrathea: Building and Analyzing Ubiquitous and Social Systems. |
Web Intelligence |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jukka Perkiö, Petri Myllymäki, Ville H. Tuulos, Péter Boda |
Magrathea: A Mobile Agent- and Sensing Platform. |
ICWN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki |
An Empirical Comparison of NML Clustering Algorithms. |
ITSL |
2008 |
DBLP BibTeX RDF |
|
| 1 | Tommi Mononen, Petri Myllymäki |
On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem. |
ITSL |
2008 |
DBLP BibTeX RDF |
|
| 1 | David A. McAllester, Petri Myllymäki (eds.) |
UAI 2008, Proceedings of the 24th Conference in Uncertainty in Artificial Intelligence, Helsinki, Finland, July 9-12, 2008 |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki |
A linear-time algorithm for computing the multinomial stochastic complexity. |
Inf. Process. Lett. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki |
MDL Histogram Density Estimation. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Hannes Wettig, Petri Myllymäki |
NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks. |
EURASIP J. Bioinformatics and Systems Biology |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorma Rissanen, Peter D. Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos, Juho Rousu |
Information Theoretic Methods for Bioinformatics. |
EURASIP J. Bioinformatics and Systems Biology |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomi Silander, Petri Kontkanen, Petri Myllymäki |
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter. |
UAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Tommi Mononen, Petri Myllymäki |
Fast NML Computation for Naive Bayes Models. |
Discovery Science |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Teemu Roos, Petri Myllymäki, Jorma Rissanen |
MDL Denoising Revisited |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Teemu Roos, Tuomas Heikkilä, Petri Myllymäki |
A Compression-Based Method for Stemmatic Analysis. |
ECAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Tomi Silander, Petri Myllymäki |
A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki, Henry Tirri |
On Discriminative Bayesian Network Classifiers and Logistic Regression. |
Machine Learning |
2005 |
DBLP DOI BibTeX RDF |
Bayesian networks, logistic regression, Bayesian classifiers, discriminative learning |
| 1 | Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri |
Generalization to Unseen Cases. |
BNAIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki |
A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri |
Generalization to Unseen Cases. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen, Hannes Wettig |
Topics in probabilistic location estimation in wireless networks. |
PIMRC |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Hannes Wettig, Peter Grünwald, Teemu Roos, Petri Myllymäki, Henry Tirri |
When Discriminative Learning of Bayesian Network Parameters Is Easy. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Hannes Wettig, Jussi Lahtinen, Tuomas Lepola, Petri Myllymäki, Henry Tirri |
Bayesian Analysis of Online Newspaper Log Data. (PDF / PS) |
SAINT Workshops |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Teemu Roos, Petri Myllymäki, Henry Tirri, Pauli Misikangas, Juha Sievänen |
A Probabilistic Approach to WLAN User Location Estimation. |
IJWIN |
2002 |
DBLP DOI BibTeX RDF |
machine learning, WLAN, probabilistic modeling, mobile terminals, Location estimation |
| 1 | Teemu Roos, Petri Myllymäki, Henry Tirri |
A Statistical Modeling Approach to Location Estimation. |
IEEE Trans. Mob. Comput. |
2002 |
DBLP DOI BibTeX RDF |
signal propagation, statistical modeling, mobile terminals, Location estimation |
| 1 | Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen |
Bayesian Data Mining on the Web with B-Course. |
ICDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Henry Tirri |
Classifier Learning with Supervised Marginal Likelihood. |
UAI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen |
B-Course: A Web Service for Bayesian Data Analysis. (PDF / PS) |
ICTAI |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri |
Supervised model-based visualization of high-dimensional data. |
Intell. Data Anal. |
2000 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri |
An Unsupervised Bayesian Distance Measure. |
EWCBR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri |
Unsupervised Bayesian visualization of high-dimensional data. |
KDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Myllymäki |
Massively Parallel Probabilistic Reasoning with Boltzmann Machines. |
Appl. Intell. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
On Supervised Selection of Bayesian Networks. |
UAI |
1999 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
On Bayesian Case Matching. |
EWCBR |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Esa Koskimäki, Janne Göös, Petri Kontkanen, Petri Myllymäki, Henry Tirri |
Comparing Soft Computing Methods in Prediction of Manufacturing Data. |
IEA/AIE (Vol. 2) |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
Bayes Optimal Instance-Based Learning. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
Batch Classification with Discrete Finite Mixtures. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald |
Bayesian and Information-Theories Priors for Bayesian Network Parameters. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
Minimum Encoding Approaches for Predictive Modeling. |
UAI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
BAYDA: Software for Bayesian Classification and Feature Selection. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | Henry Tirri, Petri Kontkanen, Petri Myllymäki |
A Bayesian Framework for Case-Based Reasoning. |
EWCBR |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Henry Tirri, Petri Kontkanen, Petri Myllymäki |
Prababilistic Instance-Based Learning. |
ICML |
1996 |
DBLP BibTeX RDF |
|
| 1 | Petri Kontkanen, Petri Myllymäki, Henry Tirri |
Predictive Data Mining with Finite Mixtures. |
KDD |
1996 |
DBLP BibTeX RDF |
|
| 1 | Petri Myllymäki, Henry Tirri |
Massively Parallel Case-Based Reasoning with Probabilistic Similarity Metrics. |
EWCBR |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Henry Tirri, Petri Myllymäki, Pekka Orponen, Patrik Floréen |
Programming Methods for Neural Computing. |
Dagstuhl Seminar on Parallelization in Inference Systems |
1990 |
DBLP BibTeX RDF |
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