[HTML][HTML] Operational research and artificial intelligence methods in banking

M Doumpos, C Zopounidis, D Gounopoulos… - European Journal of …, 2023 - Elsevier
Banking is a popular topic for empirical and methodological research that applies
operational research (OR) and artificial intelligence (AI) methods. This article provides a …

[HTML][HTML] Developing banking intelligence in emerging markets: Systematic review and agenda

R Arjun, A Kuanr, KR Suprabha - International Journal of Information …, 2021 - Elsevier
The current banking industry is heavily dependent on technological artifacts supported by
intelligent systems for performance on operational and marketing parameters. However, the …

A fuzzy hybrid integrated framework for portfolio optimization in private banking

L Ferreira, D Borenstein, MB Righi… - Expert Systems with …, 2018 - Elsevier
Decision-making processes in private banking must comply with standards for risk
management and transparency enforced by banking regulations. Therefore, investors must …

Analysis of new approaches used in portfolio optimization: a systematic literature review

DA Milhomem, MJP Dantas - Production, 2020 - SciELO Brasil
Paper aims To do a comprehensive review of the exact and heuristic methods,
software/programming languages, constraints, and types of analysis (technical and …

Predicting l-CrossSold products using connected components: A clustering-based recommendation system

R Kashef, H Pun - Electronic Commerce Research and Applications, 2022 - Elsevier
Recommender systems (RSs) are an integral part of the online retail industry. They create
tremendous potentials for cross-selling, including increasing sales revenue, improving …

Commercializing the package flow: Cross-sampling physical products through e-commerce warehouses

BR Han, LY Chu, T Sun, L Wu - Management Science, 2020 - papers.ssrn.com
Many e-commerce platforms have established their warehouses to facilitate the storage and
delivery of packages. This paper studies a novel business practice---cross-sampling through …

[PDF][PDF] Time is the Witness: Bank Failure Prediction with Machine Learning Models

W Zhang - 2023 - researchportal.bath.ac.uk
Banks play an essential role in financing the economy as intermediaries in financial markets.
Due to the contagion effects, the bank failure triggers considerably more severe …

Analysis of New Approaches Used in Portfolio Optimization: A Systematic

DA Milhomem, MJP Dantas - Evolutionary and Memetic …, 2021 - books.google.com
This study aims to identify, by means of a systematic literature review, the main methods,
tools, and techniques used for portfolio optimization, real-world constraints, and to analyze …

Estado da arte em modelagem financeira com múltiplos critérios através de uma revisão sistemática e um novo método PDTOPSIS-Sort aplicado na avaliação de …

DFL SILVA - 2018 - bdtd.ibict.br
Finanças representam um campo de estudos de grande diversidade de áreas e problemas
de decisão, que podem envolver muitos objetivos e afetar a performance de organizações e …

If we have data, let them talk: The use of big data and data mining in psychology

M Vezzoli - 2020 - boa.unimib.it
In this dissertation, I study how Big data and data mining can be used as an ensemble of
methods for understanding the psychological underpinnings of people's behavior …