tag:joss.theoj.org,2005:/papers/tagged/Interpratation?page=2Journal of Open Source Software2019-06-27T06:23:27ZJournal of Open Source Softwarehttps://joss.theoj.orgtag: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/6492019-01-30T23:53:40Z2021-02-15T11:32:56Zeasyaccess: Enhanced SQL command line interpreter for astronomical surveysaccepted1.4.52018-10-04 19:26:55 UTC332019-01-30 23:53:40 UTC420191022MatiasCarrascoKindNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign. 1205 W Clark St, Urbana, IL USA 618010000-0002-4802-3194AlexDrlica-WagnerFermi National Accelerator Laboratory, P. O. Box 500, Batavia,IL 60510, USA0000-0001-8251-933XAudreyKoziolNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign. 1205 W Clark St, Urbana, IL USA 618010000-0001-8234-2116DonPetravickNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign. 1205 W Clark St, Urbana, IL USA 618010000-0002-3685-249710.21105/joss.01022https://doi.org/10.5281/zenodo.2553673Pythonhttps://joss.theoj.org/papers/10.21105/joss.01022.pdfAstronomy, SQL, Surveystag:joss.theoj.org,2005:Paper/6482018-12-05T13:38:26Z2021-02-15T11:32:56ZiRF: extracting interactions from random forestsacceptedv2.0.02018-10-04 17:13:09 UTC322018-12-05 13:38:26 UTC320181077SumantaBasuDenotes equal contribution, Department of Biological Statistics and Computational Biology, Cornell University, Department of Statistical Science, Cornell UniversityKarlKumbierDenotes equal contribution, Statistics Department, University of California, BerkeleyJamesB.BrownStatistics Department, University of California, Berkeley, Centre for Computational Biology, School of Biosciences, University of Birmingham, Molecular Ecosystems Biology Department, Biosciences Area, Lawrence Berkeley National LaboratoryBinYuStatistics Department, University of California, Berkeley, Department of Electrical Engineering and Computer Sciences, University of California, Berkeley10.21105/joss.01077https://doi.org/10.5281/zenodo.1901907R, C++, Chttps://joss.theoj.org/papers/10.21105/joss.01077.pdfRandom Forests, Interpretable machine learningtag:joss.theoj.org,2005:Paper/6562018-11-30T01:42:11Z2021-02-15T11:32:54ZIsing_OPV v4.0: Experimental Tomography Data Import, Interpretation, and Analysisacceptedv4.0.0-rc.22018-10-09 03:05:52 UTC312018-11-30 01:42:11 UTC320181072MichaelC.HeiberCenter for Hierarchical Materials Design (CHiMaD), Northwestern University, Evanston, Illinois 60208, USA0000-0002-1567-566310.21105/joss.01072https://doi.org/10.5281/zenodo.1710685C++https://joss.theoj.org/papers/10.21105/joss.01072.pdforganic photovoltaics, bulk heterojunction morphology, tomography, Ising model, phase separation, image 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 learningtag:joss.theoj.org,2005:Paper/5222018-06-27T13:46:15Z2021-02-15T11:33:18Ziml: An R package for Interpretable Machine Learningacceptedv0.5.22018-06-19 11:27:45 UTC262018-06-27 13:46:15 UTC32018786ChristophMolnarDepartment of Statistics, LMU Munich0000-0003-2331-868XGiuseppeCasalicchioDepartment of Statistics, LMU Munich0000-0001-5324-5966BerndBischlDepartment of Statistics, LMU Munich0000-0001-6002-698010.21105/joss.00786https://doi.org/10.5281/zenodo.1299059R, Jupyter Notebookhttps://joss.theoj.org/papers/10.21105/joss.00786.pdfmachine learning, interpretabilitytag:joss.theoj.org,2005:Paper/2942018-02-05T12:34:38Z2023-10-14T09:37:29ZThe psycho Package: an Efficient and Publishing-Oriented Workflow for Psychological Scienceaccepted0.0.22017-10-18 09:37:58 UTC222018-02-05 12:34:38 UTC32018470DominiqueMakowskiMemory and Cognition Lab', Institute of Psychology, University of Sorbonne Paris Cité, France, INSERM U894, Center for Psychiatry and Neuroscience, Paris, France0000-0001-5375-996710.21105/joss.00470https://doi.org/10.5281/zenodo.1165620Rhttps://joss.theoj.org/papers/10.21105/joss.00470.pdfPsychology, Interpratation, Formatting, Correlation, Assessementtag:joss.theoj.org,2005:Paper/2242017-11-12T00:00:00Z2021-02-15T11:34:03ZHytool: an open source matlab toolbox for the interpretation of hydraulic tests using analytical solutionsaccepted2.052017-07-06 20:55:35 UTC192017-11-12 00:00:00 UTC22017441PhilippeRenardUniversity of Neuchâtel0000-0003-4504-435X10.21105/joss.00441https://doi.org/10.5281/zenodo.1045538Matlab, Mhttps://joss.theoj.org/papers/10.21105/joss.00441.pdfhydraulic tests, pumping tests, well tests, hydrogeologytag:joss.theoj.org,2005:Paper/272016-07-13T00:00:00Z2021-02-15T11:34:31Zgwdegree: Improving interpretation of geometrically-weighted degree estimates in exponential random graph modelsacceptedv0.1.02016-07-06 14:35:43 UTC32016-07-13 00:00:00 UTC1201636MichaelA.LevyUniversity of California, Davis; Department of Environmental Science and Policy0000-0002-4188-252710.21105/joss.00036https://doi.org/10.5281/zenodo.57495R, Rebolhttps://joss.theoj.org/papers/10.21105/joss.00036.pdfsocial network analysis, ERGM