Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data von Eggeling, Ralf, Roos, Teemu, Myllymäki, Petri, Grosse, Ivo

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Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction von Malone, Brandon, Kangas, Kustaa, Järvisalo, Matti, Koivisto, Mikko, Myllymäki, Petri

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A linear-time algorithm for computing the multinomial stochastic complexity von Kontkanen, Petri, Myllymäki, Petri

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MDL Denoising Revisited von Roos, T., Myllymaki, P., Rissanen, J.

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Duplicate Detection for Bayesian Network Structure Learning von Jahnsson, Niklas, Malone, Brandon, Myllymäki, Petri

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On Discriminative Bayesian Network Classifiers and Logistic Regression von Roos, Teemu, Wettig, Hannes, Grünwald, Peter, Myllymäki, Petri, Tirri, Henry

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Learning locally minimax optimal Bayesian networks von Silander, Tomi, Roos, Teemu, Myllymäki, Petri

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Model selection by sequentially normalized least squares von Rissanen, Jorma, Roos, Teemu, Myllymäki, Petri

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Special Issue on the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010) von Myllymäki, Petri, Jaakkola, Tommi, Roos, Teem

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Interactive Intent Modeling for Exploratory Search von Ruotsalo, Tuukka, Peltonen, Jaakko, Eugster, Manuel J. A., Głowacka, Dorota, Floréen, Patrik, Myllymäki, Petri, Jacucci, Giulio, Kaski, Samuel

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Semi-supervised Learning for WLAN Positioning von Pulkkinen, Teemu, Roos, Teemu, Myllymäki, Petri

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Image similarity: from syntax to weak semantics von Perkiö, Jukka, Tuominen, Antti, Vähäkangas, Taneli, Myllymäki, Petri

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NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks von Kontkanen, Petri, Wettig, Hannes, Myllymäki, Petri

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Information Theoretic Methods for Bioinformatics von Rissanen, Jorma, Grünwald, Peter, Heikkonen, Jukka, Myllymäki, Petri, Roos, Teemu, Rousu, Juho

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Massively Parallel Probabilistic Reasoning with Boltzmann Machines von Myllymaki, Petri

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Fast NML Computation for Naive Bayes Models von Mononen, Tommi, Myllymäki, Petri

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A probabilistic approach to WLAN user location estimation von Roos, T, Myllymaki, P, Tirri, H, Misikangas, P, Sievanen, J

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Computing the NML for Bayesian forests via matrices and generating polynomials von Mononen, T., Myllymaki, P.

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Image Similarity: From Syntax to Weak Semantics Using Multimodal Features with Application to Multimedia Retrieval von Perkio, J., Tuominen, A., Myllymaki, P.

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Batch classifications with discrete finite mixtures von Kontkanen, Petri, Myllymäki, Petri, Silander, Tomi, Tirri, Henry

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