Inferring causation from time series in Earth system sciences
Runge, Jakob, Bathiany, Sebastian, Bollt, Erik, Camps-Valls, Gustau, Coumou, Dim, Deyle, Ethan, Glymour, Clark, Kretschmer, Marlene, Mahecha, Miguel D., Muñoz-Marí, Jordi, van Nes, Egbert H., Peters, Jonas, Quax, Rick, Reichstein, Markus, Scheffer, Marten, Schölkopf, Bernhard, Spirtes, Peter, Sugihara, George, Sun, Jie, Zhang, Kun, Zscheischler, Jakob
Published in Nature communications (14.06.2019)
Published in Nature communications (14.06.2019)
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Journal Article
Learning causality and causality-related learning: some recent progress
Zhang, Kun, Schölkopf, Bernhard, Spirtes, Peter, Glymour, Clark
Published in National science review (01.01.2018)
Published in National science review (01.01.2018)
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Journal Article
A Theory of Causal Learning in Children: Causal Maps and Bayes Nets
Gopnik, Alison, Glymour, Clark, Sobel, David M, Schulz, Laura E, Kushnir, Tamar, Danks, David
Published in Psychological review (01.01.2004)
Published in Psychological review (01.01.2004)
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Journal Article
Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods
Sanchez-Romero, Ruben, Ramsey, Joseph D., Zhang, Kun, Glymour, Madelyn R. K., Huang, Biwei, Glymour, Clark
Published in Network neuroscience (Cambridge, Mass.) (01.01.2019)
Published in Network neuroscience (Cambridge, Mass.) (01.01.2019)
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Journal Article
Optical Coherence Tomography Machine Learning Classifiers for Glaucoma Detection: A Preliminary Study
Burgansky-Eliash, Zvia, Wollstein, Gadi, Chu, Tianjiao, Ramsey, Joseph D, Glymour, Clark, Noecker, Robert J, Ishikawa, Hiroshi, Schuman, Joel S
Published in Investigative ophthalmology & visual science (01.11.2005)
Published in Investigative ophthalmology & visual science (01.11.2005)
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Journal Article
Causal Learning Mechanisms in Very Young Children: Two-, Three-, and Four-Year-Olds Infer Causal Relations from Patterns of Variation and Covariation
Gopnik, Alison, Sobel, David M, Schulz, Laura E, Glymour, Clark
Published in Developmental psychology (01.09.2001)
Published in Developmental psychology (01.09.2001)
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Journal Article
A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images
Ramsey, Joseph, Glymour, Madelyn, Sanchez-Romero, Ruben, Glymour, Clark
Published in International journal of data science and analytics (01.03.2017)
Published in International journal of data science and analytics (01.03.2017)
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Journal Article
Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination
Zhang, Kun, Huang, Biwei, Zhang, Jiji, Glymour, Clark, Schölkopf, Bernhard
Published in IJCAI (United States) (01.08.2017)
Published in IJCAI (United States) (01.08.2017)
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Journal Article
Statistical Themes and Lessons for Data Mining
Clark Glymour, Madigan, David, Pregibon, Daryl, Smyth, Padhraic
Published in Data mining and knowledge discovery (01.01.1997)
Published in Data mining and knowledge discovery (01.01.1997)
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Journal Article