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What you see is what you can change: Human-centered machine learning by interactive visualization

D. Sacha, M. Sedlmair, L. Zhang, J. Lee, J. Peltonen, D. Weiskopf, S. North, and D. Keim. Neurocomputing, (2017)
DOI: 10.1016/j.neucom.2017.01.105

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Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning.J. Pajarinen, and J. Peltonen. NIPS, page 2636-2644. (2011)Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations.J. Peltonen, J. Venna, and S. Kaski. Computational Statistics & Data Analysis, 53 (12): 4453-4470 (2009)Dimensionality Reduction for Data Visualization [Applications Corner].S. Kaski, and J. Peltonen. IEEE Signal Process. Mag., 28 (2): 100-104 (2011)Discriminative components of data.J. Peltonen, and S. Kaski. IEEE Trans. Neural Networks, 16 (1): 68-83 (2005)Bankruptcy analysis with self-organizing maps in learning metrics.S. Kaski, J. Sinkkonen, and J. Peltonen. IEEE Trans. Neural Networks, 12 (4): 936-947 (2001)Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations.J. Pajarinen, J. Peltonen, A. Hottinen, and M. Uusitalo. ECML/PKDD (3), volume 6323 of Lecture Notes in Computer Science, page 1-16. Springer, (2010)An Information Retrieval Approach for Finding Dependent Subspaces of Multiple Views.Z. Lin, and J. Peltonen. MLDM, volume 10358 of Lecture Notes in Computer Science, page 1-16. Springer, (2017)Information Retrieval Perspective to Interactive Data Visualization.J. Peltonen, M. Sandholm, and S. Kaski. EuroVis (Short Papers), Eurographics Association, (2013)Multiplicative update for fast optimization of information retrieval based neighbor embedding.J. Peltonen, and Z. Lin. MLSP, page 1-6. IEEE, (2013)Negative Relevance Feedback for Exploratory Search with Visual Interactive Intent Modeling.J. Peltonen, J. Strahl, and P. Floréen. IUI, page 149-159. ACM, (2017)

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Disambiguation of "Peltonen, Jaakko"

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What you see is what you can change: Human-centered machine learning by interactive visualization

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Disambiguation of "Peltonen, Jaakko"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML What you see is what you can change: Human-centered machine learning by interactive visualization

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What you see is what you can change: Human-centered machine learning by interactive visualization