tag:joss.theoj.org,2005:/papers/tagged/explainable%20artificial%20intelligenceJournal of Open Source Software2019-11-05T18:24:44ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/12782019-11-05T18:24:44Z2021-02-15T11:31:32ZmodelStudio: Interactive Studio with Explanations for ML Predictive Modelsacceptedv0.1.82019-10-05 14:30:57 UTC432019-11-05 18:24:44 UTC420191798HubertBanieckiFaculty of Mathematics and Information Science, Warsaw University of Technology0000-0001-6661-5364PrzemyslawBiecekFaculty of Mathematics and Information Science, Warsaw University of Technology0000-0001-8423-182310.21105/joss.01798https://doi.org/10.5281/zenodo.3527770R, JavaScripthttps://joss.theoj.org/papers/10.21105/joss.01798.pdfautomated data analysis, model visualization, explainable artificial intelligence, predictive modeling, interpretable machine learningtag:joss.theoj.org,2005:Paper/9932019-06-27T06:23:27Z2021-02-15T11:32:12ZmodelDown: automated website generator with interpretable documentation for predictive machine learning modelsaccepted1.0.02019-05-08 20:51:38 UTC382019-06-27 06:23:27 UTC420191444KamilRomaszkoFaculty of Mathematics and Information Science, Warsaw University of TechnologyMagdaTatarynowiczFaculty of Mathematics and Information Science, Warsaw University of TechnologyMateuszUrbańskiFaculty of Mathematics and Information Science, Warsaw University of TechnologyPrzemysławBiecekFaculty of Mathematics and Information Science, Warsaw University of Technology0000-0001-8423-182310.21105/joss.01444https://doi.org/10.5281/zenodo.3247303Rhttps://joss.theoj.org/papers/10.21105/joss.01444.pdfexplainable artificial intelligence, interpretable machine learning, predictive models, model visualization, automated data analysistag:joss.theoj.org,2005:Paper/6112018-11-06T07:04:38Z2021-02-15T11:33:03Zsurvxai: an R package for structure-agnostic explanations of survival modelsaccepted0.2.02018-09-05 08:21:29 UTC312018-11-06 07:04:38 UTC32018961AleksandraGrudziazFaculty of Mathematics and Information Science, Warsaw University of Technology, Faculty of Mathematics, Informatics, and Mechanics, University of Warsaw0000-0002-5963-6260AlicjaGosiewskaFaculty of Mathematics and Information Science, Warsaw University of Technology0000-0001-6563-5742PrzemyslawBiecekFaculty of Mathematics and Information Science, Warsaw University of Technology, Faculty of Mathematics, Informatics, and Mechanics, University of Warsaw0000-0001-8423-182310.21105/joss.00961https://doi.org/10.5281/zenodo.1477857Rhttps://joss.theoj.org/papers/10.21105/joss.00961.pdfsurvival analysis, explainable artificial intelligence, predictive modeling, interpretable machine learning