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Application of AI in credit scoring modeling / / Bohdan Popovych
| Application of AI in credit scoring modeling / / Bohdan Popovych |
| Autore | Popovych Bohdan |
| Pubbl/distr/stampa | Wiesbaden, Germany : , : Springer Gabler, , [2022] |
| Descrizione fisica | 1 online resource (93 pages) |
| Disciplina | 332.640285 |
| Collana | BestMasters |
| Soggetto topico |
Artificial intelligence - Financial applications
Credit scoring systems |
| ISBN |
9783658401801
9783658401795 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Intro -- Foreword -- Abstract -- Contents -- Abbreviations -- List of Figures -- List of Tables -- 1 Introduction -- 2 Theoretical Concepts of Credit Scoring -- 2.1 Literature Background -- 2.2 Theoretical Overview -- 2.2.1 Definition and Application -- 2.2.2 Advantages and Limitations -- 2.2.3 Comparison of Credit Scoring and Credit Rating -- 2.3 Regulatory Requirements -- 3 Credit Scoring Methodologies -- 3.1 Traditional Credit Scoring Techniques -- 3.1.1 Discriminant Analysis -- 3.1.2 Logistic Regression -- 3.1.3 Expert Systems -- 3.2 Artificial Intelligence Classification Methods -- 3.2.1 Overview of AI Classification Techniques -- 3.2.2 Decision Trees -- 3.2.3 Random Forest -- 3.3 Methods of Model Validation -- 4 Empirical Analysis -- 4.1 Data Analysis -- 4.2 Logistic Regression -- 4.2.1 Model Description -- 4.2.2 Model Interpretation -- 4.2.3 Model Performance -- 4.3 Decision Tree -- 4.3.1 Model Description and Interpretation -- 4.3.2 Model Performance -- 4.4 Random Forest -- 4.4.1 Model Description -- 4.4.2 Model Interpretation -- 4.4.3 Model Performance -- 4.5 Models Comparison -- 5 Conclusion -- References. |
| Record Nr. | UNINA-9910634052603321 |
Popovych Bohdan
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| Wiesbaden, Germany : , : Springer Gabler, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Authoritarianism with Chinese characteristics : political and religious human rights challenges in China : hearing before the Subcommittee on Asia, the Pacific and Nonproliferation of the Committee on Foreign Affairs, House of Representatives, One Hundred Sixteenth Congress, first session, December 10, 2019
| Authoritarianism with Chinese characteristics : political and religious human rights challenges in China : hearing before the Subcommittee on Asia, the Pacific and Nonproliferation of the Committee on Foreign Affairs, House of Representatives, One Hundred Sixteenth Congress, first session, December 10, 2019 |
| Pubbl/distr/stampa | Washington : , : U.S. Government Publishing Office, , 2020 |
| Descrizione fisica | 1 online resource (iii, 63 pages) : illustration |
| Soggetto topico |
Authoritarianism - China
Freedom of religion - China Credit scoring systems - United States Disclosure of information - United States Human rights - China Electronic surveillance Video surveillance Authoritarianism Credit scoring systems Disclosure of information Freedom of religion Human rights |
| Soggetto genere / forma | Legislative hearings. |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Authoritarianism with Chinese characteristics |
| Record Nr. | UNINA-9910712949803321 |
| Washington : , : U.S. Government Publishing Office, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Credit report accuracy : a national study of primary participants in the scoring and reporting process / / Jace B. Alleyne, editor
| Credit report accuracy : a national study of primary participants in the scoring and reporting process / / Jace B. Alleyne, editor |
| Pubbl/distr/stampa | New York : , : Nova Publishers, , 2013 |
| Descrizione fisica | 1 online resource (308 pages) : illustrations, tables |
| Disciplina | 658.88 |
| Collana | Financial Institutions and Services |
| Soggetto topico | Credit scoring systems |
| ISBN | 1-62618-479-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910155057503321 |
| New York : , : Nova Publishers, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi
| Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi |
| Autore | Siddiqi Naeem <1969-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2006 |
| Descrizione fisica | 1 online resource (210 p.) |
| Disciplina |
658.8/8
658.88 |
| Collana | Wiley and SAS Business Series |
| Soggetto topico |
Credit scoring systems
Risk management |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-118-42916-8
1-119-20173-X 1-280-23905-0 9786610239054 0-471-77428-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Credit Risk Scorecards; Contents; Acknowledgments; Chapter 1: Introduction; Chapter 2: Scorecard Development: The People and the Process; Chapter 3: Scorecard Development Process, Stage 1: Preliminaries and Planning; Chapter 4: Scorecard Development Process, Stage 2: Data Review and Project Parameters; Chapter 5: Scorecard Development Process, Stage 3: Development Database Creation; Chapter 6: Scorecard Development Process, Stage 4: Scorecard Development; Chapter 7: Scorecard Development Process, Stage 5: Scorecard Management Reports
Chapter 8: Scorecard Development Process, Stage 6: Scorecard ImplementationChapter 9: Scorecard Development Process, Stage 7: Postimplementation; Bibliography; Index |
| Record Nr. | UNINA-9910143403603321 |
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Siddiqi Naeem <1969->
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| Hoboken, N.J., : Wiley, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi
| Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi |
| Autore | Siddiqi Naeem <1969-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2006 |
| Descrizione fisica | 1 online resource (210 p.) |
| Disciplina |
658.8/8
658.88 |
| Collana | Wiley and SAS Business Series |
| Soggetto topico |
Credit scoring systems
Risk management |
| ISBN |
1-118-42916-8
1-119-20173-X 1-280-23905-0 9786610239054 0-471-77428-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Credit Risk Scorecards; Contents; Acknowledgments; Chapter 1: Introduction; Chapter 2: Scorecard Development: The People and the Process; Chapter 3: Scorecard Development Process, Stage 1: Preliminaries and Planning; Chapter 4: Scorecard Development Process, Stage 2: Data Review and Project Parameters; Chapter 5: Scorecard Development Process, Stage 3: Development Database Creation; Chapter 6: Scorecard Development Process, Stage 4: Scorecard Development; Chapter 7: Scorecard Development Process, Stage 5: Scorecard Management Reports
Chapter 8: Scorecard Development Process, Stage 6: Scorecard ImplementationChapter 9: Scorecard Development Process, Stage 7: Postimplementation; Bibliography; Index |
| Record Nr. | UNINA-9910829888703321 |
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Siddiqi Naeem <1969->
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| Hoboken, N.J., : Wiley, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi
| Credit risk scorecards [[electronic resource] ] : developing and implementing intelligent credit scoring / / Naeem Siddiqi |
| Autore | Siddiqi Naeem <1969-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2006 |
| Descrizione fisica | 1 online resource (210 p.) |
| Disciplina |
658.8/8
658.88 |
| Collana | Wiley and SAS Business Series |
| Soggetto topico |
Credit scoring systems
Risk management |
| ISBN |
1-118-42916-8
1-119-20173-X 1-280-23905-0 9786610239054 0-471-77428-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Credit Risk Scorecards; Contents; Acknowledgments; Chapter 1: Introduction; Chapter 2: Scorecard Development: The People and the Process; Chapter 3: Scorecard Development Process, Stage 1: Preliminaries and Planning; Chapter 4: Scorecard Development Process, Stage 2: Data Review and Project Parameters; Chapter 5: Scorecard Development Process, Stage 3: Development Database Creation; Chapter 6: Scorecard Development Process, Stage 4: Scorecard Development; Chapter 7: Scorecard Development Process, Stage 5: Scorecard Management Reports
Chapter 8: Scorecard Development Process, Stage 6: Scorecard ImplementationChapter 9: Scorecard Development Process, Stage 7: Postimplementation; Bibliography; Index |
| Record Nr. | UNINA-9910876566903321 |
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Siddiqi Naeem <1969->
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| Hoboken, N.J., : Wiley, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Credit scoring and its applications / / Lyn C. Thomas, David B. Edelman, Jonathan N. Crook
| Credit scoring and its applications / / Lyn C. Thomas, David B. Edelman, Jonathan N. Crook |
| Autore | Thomas L. C |
| Pubbl/distr/stampa | Philadelphia, Pa., : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 2002 |
| Descrizione fisica | 1 electronic text (xiv, 248 p.) : ill., digital file |
| Disciplina | 658.8/8 |
| Altri autori (Persone) |
EdelmanDavid B
CrookJonathan N |
| Collana | SIAM monographs on mathematical modeling and computation |
| Soggetto topico | Credit scoring systems |
| ISBN | 0-89871-831-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The History and Philosophy of Credit Scoring -- The Practice of Credit Scoring -- Economic Cycles and Lending and Debt Patterns -- Statistical Methods for Scorecard Development -- Nonstatistical Methods for Scorecard Development -- Markov Chain Models of Repayment and Usage Behavior -- Measuring Scorecard Performance -- Practical Issues of Scorecard Development -- Implementation and Areas of Application -- Applications of Scoring in Other Areas of Lending -- Applications of Scoring in Other Areas -- New Ways to Build Scorecards -- International Differences -- Profit Scoring, Risk-Based Pricing, and Securitization. |
| Record Nr. | UNINA-9910698283603321 |
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Thomas L. C
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| Philadelphia, Pa., : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 2002 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent credit scoring : building and implementing better credit risk scorecards / / Naeem Siddiqi
| Intelligent credit scoring : building and implementing better credit risk scorecards / / Naeem Siddiqi |
| Autore | Ṣiddīqī Naʻīm |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2017 |
| Descrizione fisica | 1 online resource (459 pages) : illustrations (some color), tables |
| Disciplina | 658.88 |
| Collana | Wiley and SAS Business Series |
| Soggetto topico | Credit scoring systems |
| ISBN |
1-119-28233-0
1-119-28229-2 1-119-28239-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910155255003321 |
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Ṣiddīqī Naʻīm
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| Hoboken, New Jersey : , : Wiley, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent credit scoring : building and implementing better credit risk scorecards / / Naeem Siddiqi
| Intelligent credit scoring : building and implementing better credit risk scorecards / / Naeem Siddiqi |
| Autore | Ṣiddīqī Naʻīm |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2017 |
| Descrizione fisica | 1 online resource (459 pages) : illustrations (some color), tables |
| Disciplina | 658.88 |
| Collana | Wiley and SAS Business Series |
| Soggetto topico | Credit scoring systems |
| ISBN |
1-119-28233-0
1-119-28229-2 1-119-28239-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910812224503321 |
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Ṣiddīqī Naʻīm
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| Hoboken, New Jersey : , : Wiley, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Recent methods from statistics and machine learning for credit scoring / / Anne Kraus
| Recent methods from statistics and machine learning for credit scoring / / Anne Kraus |
| Autore | Krauss Anne |
| Edizione | [1. Auflage.] |
| Pubbl/distr/stampa | Göttingen, [Germany] : , : Cuvillier Verlag, , 2014 |
| Descrizione fisica | 1 online resource (148 pages) : illustrations, tables |
| Disciplina | 658.88 |
| Soggetto topico |
Credit scoring systems
Consumer credit |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-7369-4736-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910511341803321 |
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Krauss Anne
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| Göttingen, [Germany] : , : Cuvillier Verlag, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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