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Artificial intelligence for cluster analysis : case study of transport companies in Czech Republic
Kalinová, Eva - In: Journal of risk and financial management : JRFM 14 (2021) 9, pp. 1-36
What is the situation of the transport sector in the Czech Republic and what is its importance for the economy of the Czech Republic? How and to what extent do businesses operating in this sector influence the sector as such, and how many businesses in this sector have such influence?...
Persistent link: https://www.econbiz.de/10012628268
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unFEAR : unsupervised feature extraction clustering with an application to crisis regimes classification
Chan-Lau, Jorge A.; Wang, Ran - 2020
We introduce unFEAR, Unsupervised Feature Extraction Clustering, to identify economic crisis regimes. Given labeled crisis and non-crisis episodes and the corresponding features values, unFEAR uses unsupervised representation learning and a novel mode contrastive autoencoder to group episodes...
Persistent link: https://www.econbiz.de/10012392653
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A data-driven approach to improve online consumer subscriptions by combining data visualization and machine learning methods
Fernandes, Elizabeth; Moro, Sérgio; Cortez, Paulo - In: International journal of consumer studies 48 (2024) 2, pp. 1-18
Persistent link: https://www.econbiz.de/10014531625
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Identifying the risk culture of banks using machine learning
Owusu, Abena; Gupta, Aparna - In: International journal of managerial finance : IJMF 20 (2024) 2, pp. 377-405
Persistent link: https://www.econbiz.de/10014496227
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Self-organizing maps : a novel approach to identify and map business clusters
Bowen, Francis; Siegler, Janaína - In: Journal of management analytics 11 (2024) 2, pp. 228-246
Persistent link: https://www.econbiz.de/10015048059
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Evaluating underlying factor structures using novel machine learning algorithms : an empirical and simulation study
Xu, Zhenning; Ramirez, Edward; Liu, Pan; Frankwick, Gary L. - In: Journal of business research : JBR 173 (2024), pp. 1-11
Persistent link: https://www.econbiz.de/10014547886
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Special issue on data analytics for marketing intelligence
Chern, Ching-Chin (contributor) - In: Information systems and e-business management : ISeB 13 (2015) 3, pp. 399-494
Persistent link: https://www.econbiz.de/10011373603
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How big data analytics, AI, and social media marketing research boost market orientation
Zhang, Haili; Song, Michael - In: Research-technology management : RTM 65 (2022) 2, pp. 64-70
Persistent link: https://www.econbiz.de/10012821749
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Support Vektor Maschinen als Analyseinstrument im Marketing
Monien, Katharina - 2005
Persistent link: https://www.econbiz.de/10003353486
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Advancing reproducibility and accountability of unsupervised machine learning in text mining : importance of transparency in reporting preprocessing and algorithm selection
Valtonen, L.; Mäkinen, Saku J.; Kirjavainen, Johanna - In: Organizational research methods : ORM 27 (2024) 1, pp. 88-113
Persistent link: https://www.econbiz.de/10014581624