Generalized random shapelet forests von Karlsson, Isak, Papapetrou, Panagiotis, Boström, Henrik

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Learning from heterogeneous temporal data in electronic health records von Zhao, Jing, Papapetrou, Panagiotis, Asker, Lars, Boström, Henrik

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Rule extraction with guarantees from regression models von Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuwe, Boström, Henrik

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Random subspace and random projection nearest neighbor ensembles for high dimensional data von Deegalla, Sampath, Walgama, Keerthi, Papapetrou, Panagiotis, Boström, Henrik

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Regression conformal prediction with random forests von Johansson, Ulf, Boström, Henrik, Löfström, Tuve, Linusson, Henrik

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Example-Based Explanations of Random Forest Predictions von Boström, Henrik

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Can local explanation techniques explain linear additive models? von Rahnama, Amir Hossein Akhavan, Bütepage, Judith, Geurts, Pierre, Boström, Henrik

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Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets von Aler, Ricardo, Valls, José M., Boström, Henrik

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Conformal and probabilistic prediction with applications: editorial von Gammerman, Alexander, Vovk, Vladimir, Boström, Henrik, Carlsson, Lars

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A peek into the black box: exploring classifiers by randomization von Henelius, Andreas, Puolamäki, Kai, Boström, Henrik, Asker, Lars, Papapetrou, Panagiotis

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Accelerating difficulty estimation for conformal regression forests von Boström, Henrik, Linusson, Henrik, Löfström, Tuve, Johansson, Ulf

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Explaining Predictions by Characteristic Rules von Alkhatib, Amr, Boström, Henrik, Vazirgiannis, Michalis

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Efficient Venn predictors using random forests von Johansson, Ulf, Löfström, Tuve, Linusson, Henrik, Boström, Henrik

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Quantifying Uncertainty in Online Regression Forests von Vasiloudis, Theodore, Morales, Gianmarco De Francisci, Boström, Henrik

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Introducing Uncertainty in Predictive ModelingFriend or Foe? von Norinder, Ulf, Boström, Henrik

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Ensembles of randomized trees using diverse distributed representations of clinical events von Henriksson, Aron, Zhao, Jing, Dalianis, Hercules, Boström, Henrik

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Image Keypoint Matching Using Graph Neural Networks von Xu, Nancy, Nikolentzos, Giannis, Vazirgiannis, Michalis, Boström, Henrik

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Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings von Boström, Henrik, Knobbe, Arno, Soares, Carlos, Papapetrou, Panagiotis

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Modifications to p-Values of Conformal Predictors von Carlsson, Lars, Ahlberg, Ernst, Boström, Henrik, Johansson, Ulf, Linusson, Henrik

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Well-Calibrated and Sharp Interpretable Multi-Class Models von Johansson, Ulf, Löfström, Tuwe, Boström, Henrik

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