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1

Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction

Malone, Brandon, Kangas, Kustaa, Järvisalo, Matti, Koivisto, Mikko, Myllymäki, Petri

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 2.87 MB

english, 2018

2

On Discriminative Bayesian Network Classifiers and Logistic Regression

Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki, Henry Tirri

Journal:

Machine Learning

Année:

2005

Langue:

english

Fichier:

PDF, 398 KB

english, 2005

3

Interactive Intent Modeling for Exploratory Search

Ruotsalo, Tuukka, Peltonen, Jaakko, Eugster, Manuel J. A., Głowacka, Dorota, Floréen, Patrik, Myllymäki, Petri, Jacucci, Giulio, Kaski, Samuel

Journal:

ACM Transactions on Information Systems

Année:

2018

Langue:

english

Fichier:

PDF, 9.19 MB

english, 2018

4

[IEEE 2012 8th International Conference on Intelligent Environments (IE) - Guanajuato, Mexico (2012.06.26-2012.06.29)] 2012 Eighth International Conference on Intelligent Environments - Ma$$iv -- An Intelligent Mobile Grocery Assistant

Bhattacharya, Sourav, Floreen, Patrik, Forsblom, Andreas, Hemminki, Samuli, Myllymaki, Petri, Nurmi, Petteri, Pulkkinen, Teemu, Salovaara, Antti

Année:

2012

Langue:

english

Fichier:

PDF, 514 KB

english, 2012

5

GABA B receptor positive allosteric modulators with different efficacies affect neuroadaptation to and self-administration of alcohol and cocaine

de Miguel, Elena, Vekovischeva, Olga, Kuokkanen, Katja, Vesajoki, Marja, Paasikoski, Nelli, Kaskinoro, Janne, Myllymäki, Mikko, Lainiola, Mira, Janhunen, Sanna K., Hyytiä, Petri, Linden, Anni-Maija, K

Journal:

Addiction Biology

Année:

2018

Langue:

english

Fichier:

PDF, 847 KB

english, 2018

6

Learning locally minimax optimal Bayesian networks

Tomi Silander, Teemu Roos, Petri Myllymäki

Journal:

International Journal of Approximate Reasoning

Année:

2010

Langue:

english

Fichier:

PDF, 355 KB

english, 2010

7

Model selection by sequentially normalized least squares

Jorma Rissanen, Teemu Roos, Petri Myllymäki

Journal:

Journal of Multivariate Analysis

Année:

2010

Langue:

english

Fichier:

PDF, 1.22 MB

english, 2010

8

Image similarity: from syntax to weak semantics

Jukka Perkiö, Antti Tuominen, Taneli Vähäkangas, Petri Myllymäki

Journal:

Multimedia Tools and Applications

Année:

2012

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2012

9

A linear-time algorithm for computing the multinomial stochastic complexity

Petri Kontkanen, Petri Myllymäki

Journal:

Information Processing Letters

Année:

2007

Langue:

english

Fichier:

PDF, 139 KB

english, 2007

10

Massively Parallel Probabilistic Reasoning with Boltzmann Machines

Petri Myllymäki

Journal:

Applied Intelligence

Année:

1999

Langue:

english

Fichier:

PDF, 190 KB

english, 1999

11

A Probabilistic Approach to WLAN User Location Estimation

Teemu Roos, Petri Myllymäki, Henry Tirri, Pauli Misikangas, Juha Sievänen

Journal:

International Journal of Wireless Information Networks

Année:

2002

Langue:

english

Fichier:

PDF, 180 KB

english, 2002

12

Special Issue on the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010)

Teemu Roos, Petri Myllymäki, Tommi Jaakkola

Journal:

International Journal of Approximate Reasoning

Année:

2012

Langue:

english

Fichier:

PDF, 114 KB

english, 2012

13

B-COURSE: A WEB-BASED TOOL FOR BAYESIAN AND CAUSAL DATA ANALYSIS

MYLLYMÄKI, PETRI, SILANDER, TOMI, TIRRI, HENRY, URONEN, PEKKA

Journal:

International Journal of Artificial Intelligence Tools

Année:

2002

Langue:

english

Fichier:

PDF, 3.37 MB

english, 2002

14

[IEEE 2008 IEEE Information Theory Workshop (ITW) - Porto, Portugal (2008.05.5-2008.05.9)] 2008 IEEE Information Theory Workshop - Computing the NML for Bayesian forests via matrices and generating polynomials

Mononen, Tommi, Myllymaki, Petri

Année:

2008

Langue:

english

Fichier:

PDF, 415 KB

english, 2008

15

[IEEE 2008 International Symposium on Information Theory and Its Applications (ISITA) - Auckland, New Zealand (2008.12.7-2008.12.10)] 2008 International Symposium on Information Theory and Its Applications - On recurrence formulas for computing the stochastic complexity

Mononen, Tommi, Myllymaki, Petri

Année:

2008

Langue:

english

Fichier:

PDF, 382 KB

english, 2008

16

[IEEE 2008 Information Theory and Applications Workshop (ITA) - San Diego, CA, USA (2008.01.27-2008.02.1)] 2008 Information Theory and Applications Workshop - Bayesian network structure learning using factorized NML universal models

Roos, Teemu, Silander, Tomi, Kontkanen, Petri, Myllymaki, Petri

Année:

2008

Langue:

english

Fichier:

PDF, 279 KB

english, 2008

17

Interactive intent modeling

Ruotsalo, Tuukka, Jacucci, Giulio, Myllymäki, Petri, Kaski, Samuel

Journal:

Communications of the ACM

Année:

2014

Langue:

english

Fichier:

PDF, 3.37 MB

english, 2014

18

[IEEE 2009 International Conference on Multimedia Information Networking and Security - Wuhan, China (2009.11.18-2009.11.20)] 2009 International Conference on Multimedia Information Networking and Security - Image Similarity: From Syntax to Weak Semantics Using Multimodal Features with Application to Multimedia Retrieval

Perkiö, Jukka, Tuominen, Antti, Myllymäki, Petri

Année:

2009

Langue:

english

Fichier:

PDF, 1.53 MB

english, 2009

19

[ACM Press the 22nd ACM international conference - San Francisco, California, USA (2013.10.27-2013.11.01)] Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 - Directing exploratory search with interactive intent modeling

Ruotsalo, Tuukka, Jacucci, Giulio, Kaski, Samuel, Peltonen, Jaakko, Eugster, Manuel, Głowacka, Dorota, Konyushkova, Ksenia, Athukorala, Kumaripaba, Kosunen, Ilkka, Reijonen, Aki, Myllymäki, Petri

Année:

2013

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2013

20

NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks

Kontkanen, Petri, Wettig, Hannes, Myllymäki, Petri

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Année:

2007

Langue:

english

Fichier:

PDF, 379 KB

english, 2007

21

Information Theoretic Methods for Bioinformatics

Rissanen, Jorma, Grünwald, Peter, Heikkonen, Jukka, Myllymäki, Petri, Roos, Teemu, Rousu, Juho

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Année:

2007

Langue:

english

Fichier:

PDF, 108 KB

english, 2007

22

[ACM Press the 2012 ACM Conference - Pittsburgh, Pennsylvania (2012.09.05-2012.09.08)] Proceedings of the 2012 ACM Conference on Ubiquitous Computing - UbiComp '12 - Long-term effects of ubiquitous surveillance in the home

Oulasvirta, Antti, Pihlajamaa, Aurora, Perkiö, Jukka, Ray, Debarshi, Vähäkangas, Taneli, Hasu, Tero, Vainio, Niklas, Myllymäki, Petri

Année:

2012

Langue:

english

Fichier:

PDF, 652 KB

english, 2012

23

[ACM Press the extended abstracts of the 32nd annual ACM conference - Toronto, Ontario, Canada (2014.04.26-2014.05.01)] Proceedings of the extended abstracts of the 32nd annual ACM conference on Human factors in computing systems - CHI EA '14 - Intentradar

Ruotsalo, Tuukka, Peltonen, Jaakko, Eugster, Manuel J.A., Glowacka, Dorota, Reijonen, Aki, Jacucci, Giulio, Myllymäki, Petri, Kaski, Samuel

Année:

2014

Langue:

english

Fichier:

PDF, 1.21 MB

english, 2014

24

[IEEE 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Milan, Italy (2009.09.15-2009.09.18)] 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Magrathea: Building and Analyzing Ubiquitous and Social Systems

Perkio, Jukka, Myllymaki, Petri

Année:

2009

Langue:

english

Fichier:

PDF, 415 KB

english, 2009

25

Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data

Eggeling, Ralf, Roos, Teemu, Myllymäki, Petri, Grosse, Ivo

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 2.22 MB

english, 2015

26

Duplicate Detection for Bayesian Network Structure Learning

Jahnsson, Niklas, Malone, Brandon, Myllymäki, Petri

Journal:

New Generation Computing

Année:

2017

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2017

27

[IEEE 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) - Aalborg (2018.9.17-2018.9.20)] 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) - DETECTING INDUSTRIAL FOULING BY MONOTONICITY DURING ULTRASONIC CLEANING

Rajani, Chang, Klami, Arto, Salmi, Ari, Rauhala, Timo, Haggstrom, Edward, Myllymaki, Petri

Année:

2018

Langue:

english

Fichier:

PDF, 954 KB

english, 2018

28

Supervised model-based visualization of high-dimensional data

Kontkanen, Petri, Lahtinen, Jussi, Myllymäki, Petri, Silander, Tomi, Tirri, Henry

Journal:

Intelligent Data Analysis

Année:

2000

Fichier:

PDF, 1.18 MB

2000

29

Supervised model-based visualization of high-dimensional data

Kontkanen, Petri, Lahtinen, Jussi, Myllymäki, Petri, Silander, Tomi, Tirri, Henry

Journal:

Intelligent Data Analysis

Année:

2000

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2000