EconBiz - Find Economic Literature
    • Logout
    • Change account settings
  • A-Z
  • Beta
  • About EconBiz
  • News
  • Thesaurus (STW)
  • Academic Skills
  • Help
  •  My account 
    • Logout
    • Change account settings
  • Login
EconBiz - Find Economic Literature
Publications Events
Search options
Advanced Search history
My EconBiz
Favorites Loans Reservations Fines
    You are here:
  • Home
  • Search: subject:"Machine Learning Techniques"
Narrow search

Narrow search

Year of publication
Subject
All
Artificial intelligence 9 Künstliche Intelligenz 9 machine learning techniques 8 Forecasting model 6 Prognoseverfahren 6 Default prediction modeling 4 LASSO 4 logit regression 4 small and medium-sized enterprises 4 Credit rating 3 Insolvency 3 Insolvenz 3 KMU 3 Kreditwürdigkeit 3 Machine learning techniques 3 Regression analysis 3 Regressionsanalyse 3 SME 3 Bank lending 2 Credit risk 2 Decision trees 2 Emerging economies 2 Kreditrisiko 2 Logit model 2 Logit-Modell 2 Schwellenländer 2 Turkey 2 Anlageverhalten 1 Arzneimittel 1 Attitudes 1 Behavioural finance 1 Big Data 1 Big data 1 Brasilien 1 Brazil 1 Consumer behaviour 1 Contingent Factors 1 Coronavirus 1 Corporate Social Responsibility 1 Corporate social responsibility 1
more ... less ...
Online availability
All
Free 12 CC license 4
Type of publication
All
Article 6 Book / Working Paper 6
Type of publication (narrower categories)
All
Working Paper 6 Article in journal 5 Aufsatz in Zeitschrift 5 Arbeitspapier 4 Graue Literatur 4 Non-commercial literature 4 Article 1
more ... less ...
Language
All
English 12
Author
All
Altman, Edward I. 4 Balzano, Marco 4 Giannozzi, Alessandro 4 Srhoj, Stjepan 4 Karagol, Erdal Tanas 2 Ozbugday, Fatih Cemil 2 Ozgur, Onder 2 Ashraf, Sumaira 1 Bughin, Jacques 1 Cincera, Michele 1 De Marchi, Raffaele 1 Kicova, Eva 1 Machado, Luiz Pinto 1 Martins Almeida, António 1 Masala, Giovanni 1 Mehwish Kaleem 1 Moro, Alessandro 1 Mwombeki, Frank A. 1 Ohme, Rafal 1 Ponisciakova, Olga 1 Raza, Hassan 1 Reykowska, Dorota 1 Rosnerova, Zuzana 1 Schischke, Amelie 1 Svabova, Lucia 1
more ... less ...
Published in...
All
Econometrics : open access journal 1 Financial Innovation 1 Financial innovation : FIN 1 GLO Discussion Paper 1 GLO discussion paper 1 ICite working paper 1 Risks : open access journal 1 Temi di discussione / Banca d'Italia 1 Working Papers in Economics and Statistics 1 Working papers in economics and statistics 1
more ... less ...
Source
All
ECONIS (ZBW) 9 EconStor 3
Showing 1 - 10 of 12
Cover Image
Forecasting financial literacy levels with respect to consumer shopping behaviour
Kicova, Eva; Svabova, Lucia; Ponisciakova, Olga; … - 2025
demonstrating high performance, clarity, and interpretability. Secondly, several prediction models using advanced machine learning … techniques were created for highly precise predictions of financial literacy levels. …
Persistent link: https://www.econbiz.de/10015338329
Saved in:
Cover Image
Does ESG predict business failure in Brazil? : An application of machine learning techniques
Mehwish Kaleem; Raza, Hassan; Ashraf, Sumaira; Martins … - In: Risks : open access journal 12 (2024) 12, pp. 1-22
failure in Brazil by employing advanced machine learning techniques. We collected data from 235 companies and conducted …
Persistent link: https://www.econbiz.de/10015325268
Saved in:
Cover Image
Forecasting wind-photovoltaic energy production and income with traditional and ML techniques
Masala, Giovanni; Schischke, Amelie - In: Econometrics : open access journal 12 (2024) 4, pp. 1-15
as well as income through machine learning techniques and more traditional statistical and econometric models. We …
Persistent link: https://www.econbiz.de/10015272780
Saved in:
Cover Image
Forecasting fiscal crises in emerging markets and low-income countries with machine learning models
De Marchi, Raffaele; Moro, Alessandro - 2023
Persistent link: https://www.econbiz.de/10014293336
Saved in:
Cover Image
What drives SME formalization in Tanzania? : an assessment using the machine learning techniques
Mwombeki, Frank A. - 2023
Persistent link: https://www.econbiz.de/10014284222
Saved in:
Cover Image
Revisiting SME default predictors: The Omega Score
Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022
the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …
Persistent link: https://www.econbiz.de/10013466195
Saved in:
Cover Image
Revisiting SME default predictors: The Omega Score
Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022
the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …
Persistent link: https://www.econbiz.de/10014320001
Saved in:
Cover Image
Revisiting SME default predictors : the Omega Score
Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022
the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …
Persistent link: https://www.econbiz.de/10013472256
Saved in:
Cover Image
Revisiting SME default predictors : the Omega Score
Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022
the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …
Persistent link: https://www.econbiz.de/10013466459
Saved in:
Cover Image
Machine learning approach to drivers of bank lending: Evidence from an emerging economy
Ozgur, Onder; Karagol, Erdal Tanas; Ozbugday, Fatih Cemil - In: Financial Innovation 7 (2021) 1, pp. 1-29
The study analyzes the performance of bank-specific characteristics, macroeconomic indicators, and global factors to predict the bank lending in Turkey for the period 2002Q4-2019Q2. The objective of this study is first, to clarify the possible nonlinear and nonparametric relationships between...
Persistent link: https://www.econbiz.de/10012602901
Saved in:
  • 1
  • 2
  • Next
  • Last
A service of the
zbw
  • Sitemap
  • Plain language
  • Accessibility
  • Contact us
  • Imprint
  • Privacy

Loading...