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Forecasting Loan Default in Europe with Machine Learning

Luca Barbaglia, Sebastiano Manzan, Elisa Tosetti
2021 Journal of Financial Econometrics  
We use a dataset of 12 million residential mortgages to investigate the loan default behavior in several European countries.  ...  We compare the performance of a set of machine learning algorithms relative to the logistic regression, finding that they perform significantly better in providing predictions.  ...  Acknowledgments We would like to thank participants to the IAAE-2019, CFE-2019, and World Congress 2020 of the Econometric Society for the insightful comments that have greatly improved the article.  ... 
doi:10.1093/jjfinec/nbab010 fatcat:bkt67iq7jffl5j4bjje2vwczai

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour [article]

Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González-Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene (+11 others)
2018 arXiv   pre-print
intelligence, algorithm's potential impact on human cognitive capabilities and decision making, and evaluation and regulation needs.  ...  The workshop gathered an interdisciplinary group of experts to establish the state of the art research in the field and a list of future research challenges to be addressed on the topic of human and machine  ...  Such investigations are critical when considering the use of AI and robots in educational (and health) environments.  ... 
arXiv:1806.03192v1 fatcat:jypjtwtgxbg5vbkigudnxtsp64

A Work Life Balance of Employees and Its Effect on Emotional Intelligence

Dr. G. SUGANTHI
2019 Zenodo  
This study is based on the responses of teaching staffs both men and woman from primary schools. Research instrument designed on the basis of literature survey and then data was collected.  ...  In this scale refinement was done using percentage analysis. The percentage of analysis from the table was found majority of teaching staffs on the any WLB dimensions.  ...  Research Design This research is exploratory in nature as it explores and attempts to identify patterns in the existing situation in rural area focusing on infrastructural, economic and social development  ... 
doi:10.5281/zenodo.5476173 fatcat:5rro63pefzbpxigfgnilhazy5a

Emerging Trends in Management, IT and Education

Dr. P S Aithal, Shreepathy R Bhat
2019 Zenodo  
International Conference on Emerging Trends in Management, IT and Education  ...  and decision making.  ...  Netflix Recommendation System: It recommends the subscribers various choices based on their interests. Recommendation systems use Machine learning.  ... 
doi:10.5281/zenodo.3492020 fatcat:wytrxibqsjegfi6oouvfjcoiia

Challenges to the deployment of autonomous weapons

Paddy Walker, Lloyd Clark
2019 Zenodo  
There are several drivers to a move from merely automatic weapons to fully autonomous weapons which are able to engage a target based solely upon algorithm-based decision-making.  ...  But complex technical difficulties must first be overcome if this new independent and self-learning weapon category can legally be deployed on the battlefield.  ...  Most such learning is based on what Du terms a 'closed world assumption' whereby one decision out of several predefined possible decisions is made based on received inputs.  ... 
doi:10.5281/zenodo.3689445 fatcat:suxmfofsozfeheeyjm4bo237j4

Organizational Design of Secondary Aviation / Aerospace / Engineering Career Education Programs

2021 Interdisciplinary studies in social sciences – unmasking truths whilst nurturing new possibilities  
Variables were Likert-scale responses to literature-based survey items associated with organizational vision, leadership, communication, collaboration, decision-making, flexibility, accountability, resource  ...  Analysis of collected data involved exploratory factor analysis to identify underlying factors, confirmatory factor analysis to verify significant relationships between manifest variables and latent constructs  ...  Exploratory Factor Analysis Validation of assumptions was based on Hair et al.  ... 
doi:10.34097/jeicom-3-1-june21-6 fatcat:e5phcc3abrghjme364bbrzlxg4

A sequential distance-based approach for imputing missing data: Forward Imputation

Nadia Solaro, Alessandro Barbiero, Giancarlo Manzi, Pier Alda Ferrari
2016 Advances in Data Analysis and Classification  
decision-making.  ...  based on the Naïve Bayes classifier; and (ii) the CDT classifier, based on decision trees.  ... 
doi:10.1007/s11634-016-0243-0 fatcat:yvrqlgllsbesbnvnzzci2egpl4

International Journal Of Research And Methodology In Social Science

Paul Louangrath
2015 Zenodo  
individual retailers as traditionally do business on cash basis to avoid defaults on payments.  ...  The function of the firm depends on the collection, storing, retrieving and use of information. Information that helps the managers and the firm make decision are called useful information.  ...  In determining whether the use made of a work in any particular case is a fair use the factors to be considered shall include-(1) the purpose and character of the use, including whether such use is of  ... 
doi:10.5281/zenodo.1319149 fatcat:xqrxhu3yfbd2nbn2sqekq5s2by

International Journal Of Research And Methodology In Social Science

Paul Louangrath
2015 Zenodo  
individual retailers as traditionally do business on cash basis to avoid defaults on payments.  ...  The function of the firm depends on the collection, storing, retrieving and use of information. Information that helps the managers and the firm make decision are called useful information.  ...  In determining whether the use made of a work in any particular case is a fair use the factors to be considered shall include-(1) the purpose and character of the use, including whether such use is of  ... 
doi:10.5281/zenodo.1319870 fatcat:2gvnhqo2cfgy5i5fkntqjg24ta

International Journal Of Research And Methodology In Social Science

Paul Louangrath
2015 Zenodo  
individual retailers as traditionally do business on cash basis to avoid defaults on payments.  ...  The function of the firm depends on the collection, storing, retrieving and use of information. Information that helps the managers and the firm make decision are called useful information.  ...  In determining whether the use made of a work in any particular case is a fair use the factors to be considered shall include-(1) the purpose and character of the use, including whether such use is of  ... 
doi:10.5281/zenodo.1319873 fatcat:zmeiaziw2jb2nd7lj4tcqtqofi

Vol. 2, No. 1, February 2010

Editor IJEF
2010 International Journal of Economics and Finance  
As enhancing the supports for SMEs and the substantial economy, the government supervises the use of financial allocation, ensuring that the substantial economy gets funds.  ...  The future of Russia ------goes forward difficultly Russia's vice voice Premier Kudelin has ever said that the year 2009 will be the most difficult one since the World War Two.  ...  Based on the one-to-one mapping relations between the default distances (DD) and the expected default frequency (EDF), the length of the distance to a certain extent reflect the company's credit status  ... 
doi:10.5539/ijef.v2n1p0 fatcat:q74ym6zsj5aw5knz53rbn4325u

Abstracts of Working Papers in Economics

2002 Abstracts of Working Papers in Economics  
Using a cross-country panel of 17 countries covering the 1850-1997 period, we then uncover a robust correlation between financial factors and economic growth that is consistent with a leading role for  ...  We argue that previous work on the expectations theory has failed to sufficiently account for interactions between monetary policy and bond markets in the determination of long and short interest rates  ...  Credit Delinquency. Credit Risk.AB This paper uses a new panel data set of credit card accounts to analyze credit card delinquency, personal bankruptcy, and the stability of credit risk models.  ... 
doi:10.1017/s0951007900005829 fatcat:3ujwf7eg6beydavyx3ni62tdb4

Toxicity Analysis and Cry Gene Profiling of Bacillus Thuringiensis Isolated from Western Ghats of Tamil Nadu State, India

A. Ramalakshmi, P. Annakodi, V. Udayasurian, V. Balasubramani
2018 Proceedings of the Indian National Science Academy  
Computing as a discipline is a recent one even though the practice of using mechanical aids for calculation can have various dates based on the perspective of the reader like Blaise Pascal in 1600s, George  ...  There are various evidences of calculation as an ancient activity [Tedre, 2014] that dates back to Babylonian days used for varieties of navigational, astronomical and other day-to-day needs.  ...  Machine Learning and Deep Learning has been offered as a standard package on varieties of systems.  ... 
doi:10.16943/ptinsa/2018/49413 fatcat:2w6rohpbava5zh6m26tsiz7qky

Volume 19 : 2021 Issue 3

MIP Malaysia
2021 PLANNING MALAYSIA JOURNAL  
The views expressed in this publication are those of the author(s) and do not necessarily represent the views of MIP. This journal is a refereed journal.  ...  ACKNOWLEDGEMENTS This study was supported by the grant of "FRGS" project: Automated Machine Learning Pipelines in Predicting the Price of Heritage Property.  ...  However, Ke et al. (2017) found significant spatial dependence in commercial property prices even after accounting for market segmentation using submarkets dummy.  ... 
doi:10.21837/pm.v19i17.981 fatcat:ls4filhnlvbmnp37y7kvmbtoci

Abstracts of Working Papers in Economics

1989 Abstracts of Working Papers in Economics  
National Income Accounts. Fiscal History. Canner, Glenn B. P D October 1987. TI The Effects on Consumers and Creditors of Proposed Ceilings on Credit Card Interest Rates.  ...  It also explores the consequences, for consumers, of possible creditor responses to rate ceilings, such as modifying nonrate prices of card services, altering other terms on credit card accounts, and raising  ...  The model we develop has potential applications in economics; for example, it could be used to model the probability of default and the timing of default on loans.  ... 
doi:10.1017/s0951007900001054 fatcat:y67mcmqgnnfhbfl34v62o5tk7a
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