Skip to contents Sun, Yiqi [Author]; Lin, Shaochong [Author]; Shen, Zuo-Jun Max [Author] From Accuracy to Interpretability : Understanding Neural Networks in Forecast Books View online Schließen > Access https://ssrn.com/abstract=4195997 Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. [S.l.]: SSRN, 2022 Buckmann, Marcus [Author]; Joseph, Andreas [Author] An interpretable machine learning workflow with an application to economic forecasting Books View online Schließen > Access https://www.bankofengland.co.uk/-/media/boe/files/working-paper/2022/an-interpretable-machine-learning-workflow-with-an-application-to-economic-forecasting.pdf Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. London: Bank of England, June 2022 Published in: Bank of England: Staff working papers ; 984 Bourgeade, Tom [Author] ; Toulouse 3 [Contributor]; Muller, Philippe [Contributor]; Van de Cruys, Tim [Contributor] Interprétabilité a priori et explicabilité a posteriori dans le traitement automatique des langues ; From Text to Trust : A Priori Interpretability Versus Post Hoc Explainability in Natural Language Processing Thesis View online Schließen > Links http://www.theses.fr/2022TOU30063/document Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. theses.fr, 2022-03-07 Bach, J. [Author] Leveraging Constraints for User-Centric Selection of Predictive Features Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2022-10-08 Lextrait, Bastien [Author] Scaling up SME's credit scoring scope with LightGBM Books View online Schließen > Access https://economix.fr/pdf/dt/2021/WP_EcoX_2021-25.pdf Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Nanterre: EconomiX - UMR7235, Université Paris Nanterre, [2021] Published in: Document de travail ; 2021,25 Guillemé, Maël [Author] ; Rennes 1 [Contributor]; Termier, Alexandre [Contributor] Extraction de connaissances interprétables dans des séries temporelles ; Extraction of interpretable knowledge in time series Thesis View online Schließen > Links http://www.theses.fr/2019REN1S102/document Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. theses.fr, 2019-12-16 Rudin, Cynthia [Author] ; Shaposhnik, Yaron [Other] Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models : Application to Credit-Risk Evaluation Books View online Schließen > Access Full access (via DOI) https://ssrn.com/abstract=3395422 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. [S.l.]: SSRN, [2019] Rüping, Stefan [Author] ; Morik, Katharina [Contributor]; Müller, Heinrich [Contributor] Learning interpretable models Thesis View online Schließen > Links http://hdl.handle.net/2003/23008 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Eldorado - Repositorium der TU Dortmund, 2006-10-20 Paul, Debjit [Author] ; Frank, Anette [Degree supervisor] Social Commonsense Reasoning with Structured Knowledge in Text Books View online Schließen > Access https://d-nb.info/1319081479/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Heidelberg: Universitätsbibliothek Heidelberg, 2024 Speith, Timo [Author] ; Nortmann, Ulrich [Degree supervisor] Building bridges for better machines : from machine ethics to machine explainability and back Books View online Schließen > Access https://d-nb.info/1302222740/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Saarbrücken: Saarländische Universitäts- und Landesbibliothek, 2023 Becker, Ann-Kristin [Author] ; Kaderali, Lars [Degree supervisor]; Stanke, Mario [Degree supervisor]; Stanke, Mario [Other]; Kaderali, Lars [Other]; Fröhlich, Holger [Other] Discovering Latent Structure in High-Dimensional Healthcare Data: Toward Improved Interpretability Books View online Schließen > Access https://d-nb.info/1253581827/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Greifswald: Universität Greifswald, 2022 Borowski, Judith [Author] ; Bethge, Matthias [Degree supervisor] Toward Understanding Visual Perception in Machines with Human Psychophysics Books View online Schließen > Access https://d-nb.info/1275376010/34 kostenfrei kostenfrei Full access (via DOI) (kostenfrei) More information on the full text (kostenfrei) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Tübingen: Universitätsbibliothek Tübingen, 2022 Jansen, Christoph [Author] Towards Interpretability and Reproducibility of Machine Learning Applications in Clinical Research : Assessment of the Physiological Network in Sleep Apnea Books View online Schließen > Access https://d-nb.info/1223925714/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Berlin: Medizinische Fakultät Charité - Universitätsmedizin Berlin, 2020 Bach, Jakob [Author]; Böhm, Klemens [Author] Alternative feature selection with user control Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer, 2024-03-27 Published in: International Journal of Data Science and Analytics ; ISSN: 2364-415X, 2364-4168 Vallarino, Arianna [Author]; Rabitti, Giovanni [Author]; Chokami, Amir Khorrami [Author] Construction of rating systems using global sensitivity analysis : a numerical investigation Articles View online Schließen > Access https://www.cambridge.org/core/services/aop-cambridge-core/content/view/AA11BFB4004ED59BA8F8A33EA3293555/S051503612300034Xa.pdf/construction-of-rating-systems-using-global-sensitivity-analysis-a-numerical-investigation.pdf Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2024 Published in: International Actuarial Association. Actuarial Studies in Non-Life Insurance: ASTIN bulletin ; 54(2024), 1 vom: Jan., Seite 25-45 Bach, Jakob [Author] Experimental Data for the Paper "Alternative feature selection with user control" Books View online Schließen > Links https://publikationen.bibliothek.kit.edu/1000169377 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2024-03-19 Bach, Jakob [Author] Experimental Data for the Paper "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" (Version 2) Books View online Schließen > Links https://publikationen.bibliothek.kit.edu/1000168220 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2024-02-08 Vielhaben, Johanna [Author]; Lapuschkin, Sebastian [Author]; Montavon, Grégoire [Author]; Samek, Wojciech [Author] Explainable AI for time series via Virtual Inspection Layers Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Freie Universität Berlin: Refubium (FU Berlin), 2024 Dubatovka, Alina [Author] ; Buhmann, Joachim [Contributor]; Sorkine-Hornung, Olga [Contributor]; Kestler, Hans A. [Contributor] Interpretable and robust Machine Learning models for time-series analysis in cardiology Thesis View online Schließen > Links https://hdl.handle.net/20.500.11850/662117 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. ETH Zurich, 2024 Chen, Yujia [Author]; Calabrese, Raffaella [Author]; Martin-Barragan, Belen [Author] Interpretable machine learning for imbalanced credit scoring datasets Articles View online Schließen > Access https://www.sciencedirect.com/science/article/pii/S0377221723005088/pdfft?md5=ffe73befcb4ba0ce2a3c2462a9e9531e&pid=1-s2.0-S0377221723005088-main.pdf Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2024 Published in: European journal of operational research ; 312(2024), 1 vom: 1. Jan., Seite 357-372
Sun, Yiqi [Author]; Lin, Shaochong [Author]; Shen, Zuo-Jun Max [Author] From Accuracy to Interpretability : Understanding Neural Networks in Forecast Books View online Schließen > Access https://ssrn.com/abstract=4195997 Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. [S.l.]: SSRN, 2022
Buckmann, Marcus [Author]; Joseph, Andreas [Author] An interpretable machine learning workflow with an application to economic forecasting Books View online Schließen > Access https://www.bankofengland.co.uk/-/media/boe/files/working-paper/2022/an-interpretable-machine-learning-workflow-with-an-application-to-economic-forecasting.pdf Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. London: Bank of England, June 2022 Published in: Bank of England: Staff working papers ; 984
> Access https://www.bankofengland.co.uk/-/media/boe/files/working-paper/2022/an-interpretable-machine-learning-workflow-with-an-application-to-economic-forecasting.pdf Show more show less
Bourgeade, Tom [Author] ; Toulouse 3 [Contributor]; Muller, Philippe [Contributor]; Van de Cruys, Tim [Contributor] Interprétabilité a priori et explicabilité a posteriori dans le traitement automatique des langues ; From Text to Trust : A Priori Interpretability Versus Post Hoc Explainability in Natural Language Processing Thesis View online Schließen > Links http://www.theses.fr/2022TOU30063/document Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. theses.fr, 2022-03-07
Bach, J. [Author] Leveraging Constraints for User-Centric Selection of Predictive Features Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2022-10-08
Lextrait, Bastien [Author] Scaling up SME's credit scoring scope with LightGBM Books View online Schließen > Access https://economix.fr/pdf/dt/2021/WP_EcoX_2021-25.pdf Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Nanterre: EconomiX - UMR7235, Université Paris Nanterre, [2021] Published in: Document de travail ; 2021,25
Guillemé, Maël [Author] ; Rennes 1 [Contributor]; Termier, Alexandre [Contributor] Extraction de connaissances interprétables dans des séries temporelles ; Extraction of interpretable knowledge in time series Thesis View online Schließen > Links http://www.theses.fr/2019REN1S102/document Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. theses.fr, 2019-12-16
Rudin, Cynthia [Author] ; Shaposhnik, Yaron [Other] Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models : Application to Credit-Risk Evaluation Books View online Schließen > Access Full access (via DOI) https://ssrn.com/abstract=3395422 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. [S.l.]: SSRN, [2019]
Rüping, Stefan [Author] ; Morik, Katharina [Contributor]; Müller, Heinrich [Contributor] Learning interpretable models Thesis View online Schließen > Links http://hdl.handle.net/2003/23008 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Eldorado - Repositorium der TU Dortmund, 2006-10-20
Paul, Debjit [Author] ; Frank, Anette [Degree supervisor] Social Commonsense Reasoning with Structured Knowledge in Text Books View online Schließen > Access https://d-nb.info/1319081479/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Heidelberg: Universitätsbibliothek Heidelberg, 2024
Speith, Timo [Author] ; Nortmann, Ulrich [Degree supervisor] Building bridges for better machines : from machine ethics to machine explainability and back Books View online Schließen > Access https://d-nb.info/1302222740/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Saarbrücken: Saarländische Universitäts- und Landesbibliothek, 2023
Becker, Ann-Kristin [Author] ; Kaderali, Lars [Degree supervisor]; Stanke, Mario [Degree supervisor]; Stanke, Mario [Other]; Kaderali, Lars [Other]; Fröhlich, Holger [Other] Discovering Latent Structure in High-Dimensional Healthcare Data: Toward Improved Interpretability Books View online Schließen > Access https://d-nb.info/1253581827/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Greifswald: Universität Greifswald, 2022
Borowski, Judith [Author] ; Bethge, Matthias [Degree supervisor] Toward Understanding Visual Perception in Machines with Human Psychophysics Books View online Schließen > Access https://d-nb.info/1275376010/34 kostenfrei kostenfrei Full access (via DOI) (kostenfrei) More information on the full text (kostenfrei) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Tübingen: Universitätsbibliothek Tübingen, 2022
> Access https://d-nb.info/1275376010/34 kostenfrei kostenfrei Full access (via DOI) (kostenfrei) More information on the full text (kostenfrei) Show more show less
Jansen, Christoph [Author] Towards Interpretability and Reproducibility of Machine Learning Applications in Clinical Research : Assessment of the Physiological Network in Sleep Apnea Books View online Schließen > Access https://d-nb.info/1223925714/34 kostenfrei Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Berlin: Medizinische Fakultät Charité - Universitätsmedizin Berlin, 2020
Bach, Jakob [Author]; Böhm, Klemens [Author] Alternative feature selection with user control Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer, 2024-03-27 Published in: International Journal of Data Science and Analytics ; ISSN: 2364-415X, 2364-4168
Vallarino, Arianna [Author]; Rabitti, Giovanni [Author]; Chokami, Amir Khorrami [Author] Construction of rating systems using global sensitivity analysis : a numerical investigation Articles View online Schließen > Access https://www.cambridge.org/core/services/aop-cambridge-core/content/view/AA11BFB4004ED59BA8F8A33EA3293555/S051503612300034Xa.pdf/construction-of-rating-systems-using-global-sensitivity-analysis-a-numerical-investigation.pdf Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2024 Published in: International Actuarial Association. Actuarial Studies in Non-Life Insurance: ASTIN bulletin ; 54(2024), 1 vom: Jan., Seite 25-45
> Access https://www.cambridge.org/core/services/aop-cambridge-core/content/view/AA11BFB4004ED59BA8F8A33EA3293555/S051503612300034Xa.pdf/construction-of-rating-systems-using-global-sensitivity-analysis-a-numerical-investigation.pdf Full access (via DOI) Show more show less
Bach, Jakob [Author] Experimental Data for the Paper "Alternative feature selection with user control" Books View online Schließen > Links https://publikationen.bibliothek.kit.edu/1000169377 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2024-03-19
Bach, Jakob [Author] Experimental Data for the Paper "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" (Version 2) Books View online Schließen > Links https://publikationen.bibliothek.kit.edu/1000168220 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. KITopen (Karlsruhe Institute of Technologie), 2024-02-08
Vielhaben, Johanna [Author]; Lapuschkin, Sebastian [Author]; Montavon, Grégoire [Author]; Samek, Wojciech [Author] Explainable AI for time series via Virtual Inspection Layers Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Freie Universität Berlin: Refubium (FU Berlin), 2024
Dubatovka, Alina [Author] ; Buhmann, Joachim [Contributor]; Sorkine-Hornung, Olga [Contributor]; Kestler, Hans A. [Contributor] Interpretable and robust Machine Learning models for time-series analysis in cardiology Thesis View online Schließen > Links https://hdl.handle.net/20.500.11850/662117 Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. ETH Zurich, 2024
Chen, Yujia [Author]; Calabrese, Raffaella [Author]; Martin-Barragan, Belen [Author] Interpretable machine learning for imbalanced credit scoring datasets Articles View online Schließen > Access https://www.sciencedirect.com/science/article/pii/S0377221723005088/pdfft?md5=ffe73befcb4ba0ce2a3c2462a9e9531e&pid=1-s2.0-S0377221723005088-main.pdf Full access (via DOI) Show more show less Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. 2024 Published in: European journal of operational research ; 312(2024), 1 vom: 1. Jan., Seite 357-372
> Access https://www.sciencedirect.com/science/article/pii/S0377221723005088/pdfft?md5=ffe73befcb4ba0ce2a3c2462a9e9531e&pid=1-s2.0-S0377221723005088-main.pdf Full access (via DOI) Show more show less
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