Classification methods applied to credit scoring: Systematic review and overall comparison

F Louzada, A Ara, GB Fernandes - Surveys in Operations Research and …, 2016 - Elsevier
The need for controlling and effectively managing credit risk has led financial institutions to
excel in improving techniques designed for this purpose, resulting in the development of …

Classification methods applied to credit scoring with collateral

G Teles, JJPC Rodrigues, K Saleem… - IEEE Systems …, 2019 - ieeexplore.ieee.org
Credit operations are indispensable in the organizational development of financial
institutions. However, misconduct in these operations occurs, and this can lead to financial …

Synergistic ensemble modeling for superior credit risk assessment

Q Zhang, C Zhang, X Zhao - International Conference on Computational …, 2024 - Springer
Credit default prediction is a critical task in the financial industry, aiming to assess the
likelihood of customers defaulting on their credit obligations. In this paper, we present a …

AN EARLY WARNING SYSTEM FOR SCHOOL DROPOUT IN THE STATE OF ESPÍRITO SANTO: A MACHINE LEARNING APPROACH WITH VARIABLE SELECTION …

GAA Pereira, KD Demura, IC Nunes, KC Paula… - Pesquisa …, 2024 - SciELO Brasil
School dropout has significant consequences for individuals and society, including
increased crime, reduced productivity, and limited economic innovation. Identifying students …

Fuzzy relational compositions can be useful for customers credit scoring in financial industry

S Mirshahi, N Cao - … Processing and Management of Uncertainty in …, 2018 - Springer
Fuzzy relational compositions is an important topic in fuzzy mathematics and many
researchers have applied that in various fields which the classification problem was more …

Квантитативни индикатори у функцији оцене кредитне способности предузећа

М Илић, Д Саковић - Economic Outlook/Ekonomski Pogledi, 2017 - search.ebscohost.com
Пословање предузећа у савременим тржишно-економским условима је изразито
турбулентно, и захтева стално прилагођавање тим условима. Константне иновације у …

[PDF][PDF] Novos modelos de regressao binária usando funçoes de ligaçao simétricas e assimétricas

TF da Matta - 2021 - pgmat.ufba.br
Os modelos de regressao com variáveis respostas binárias (1-ocorrência do evento de
interesse ou “sucesso”, 0-nao ocorrência do evento de interesse ou “fracasso”) têm sido …

Quantitative indicators in function of companies creditworthiness assesment

M Ilić, D Saković - Ekonomski pogledi, 2017 - scindeks.ceon.rs
Companies business in todays modern market-economic conditions is extremely turbulent
and requires constatn adaptation to these conditions. Constant techological and economic …

[引用][C] Desenvolvimento de frameworks para a modelagem do risco de crédito por meio de algoritmos de classificação

AA MONTEVECHI - 2023 - Universidade Federal de Itajubá