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Predicting earnings management through machine learning ensemble classifiers

Hammami, Ahmad; Zadeh, Mohammad Hendijani - In: Journal of forecasting 41 (2022) 8, pp. 1639-1660

Persistent link: https://www.econbiz.de/10013465733

Adapting support vector optimisation algorithms to textual gender classification

Gomez, Javier; Alfaro, Cesar; Ortega, Felipe; Moguerza, … - In: Top : an official journal of the Spanish Society of … 32 (2024) 3, pp. 463-488

Persistent link: https://www.econbiz.de/10015188211

Machine learning-based classifiers ensemble for credit risk assessment

Pandey, Trilok Nath; Jagadev, Alok Kumar; Choudhury, D.; … - In: International journal of electronic finance : IJEF 7 (2013) 3/4, pp. 227-249

Persistent link: https://www.econbiz.de/10010400393

On a strategy to develop robust and simple tariffs from motor vehicle insurance data

Christmann, Andreas - 2004

The goals of this paper are twofold: we describe common features in data sets from motor vehicle insurance companies and we investigate a general strategy which exploits the knowledge of such features. The results of the strategy are a basis to develop insurance tariffs. The strategy is applied...

Persistent link: https://www.econbiz.de/10010516923

Estimation of cross-lingual news similarities using text-mining methods

Wang, Zhouhao; Liu, Enda; Sakaji, Hiroki; Ito, Tomoki; … - In: Journal of risk and financial management : JRFM 11 (2018) 1, pp. 1-13

In this research, two estimation algorithms for extracting cross-lingual news pairs based on machine learning from financial news articles have been proposed. Every second, innumerable text data, including all kinds news, reports, messages, reviews, comments, and tweets are generated on the...

Persistent link: https://www.econbiz.de/10011855132

Predictive analysis and modelling football results using machine learning approach for English Premier League

Baboota, Rahul; Kaur, Harleen - In: International journal of forecasting 35 (2019) 2, pp. 741-755

Persistent link: https://www.econbiz.de/10012300725

A big data analytics approach for construction firms failure prediction models

Alaka, Hafiz; Oyedele, Lukumon; Owolabi, Hakeem; … - In: IEEE transactions on engineering management : EM 66 (2019) 4, pp. 689-698

Persistent link: https://www.econbiz.de/10012129927

Evaluation of machine learning applications using real-world EHR data for predicting diabetes-related long-term complications

Mosa, Abu Saleh Mohammad; Thongmotai, Chalermpon; … - In: Journal of business analytics 5 (2022) 2, pp. 141-151

Persistent link: https://www.econbiz.de/10013453962

Bankruptcy prediction using support vector machines and feature selection during the recent financial crisis

Dellepiane, Umberto; Di Marcantonio, Michele; Laghi, Enrico - In: International journal of economics and finance 7 (2015) 8, pp. 182-195

Persistent link: https://www.econbiz.de/10011346867

A hybrid machine learning framework for analyzing human decision-making through learning preferences

Guo, Mengzhuo; Zhang, Qingpeng; Liao, Xiuwu; Chen, Youhua; … - In: Omega : the international journal of management science 101 (2021), pp. 1-18

Persistent link: https://www.econbiz.de/10012494675