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Churn management in telecommunications: Hybrid approach using cluster analysis and decision trees
Pejić Bach, Mirjana; Pivar, Jasmina; Jaković, Božidar - In: Journal of Risk and Financial Management 14 (2021) 11, pp. 1-25
The goal of the paper is to present the framework for combining clustering and classification for churn management in … approach to churn management using clustering and classification, which was tested on the churn dataset with a rich variable … structure. The proposed approach is continuous since the results of market segmentation and rules for churn prediction can be …
Persistent link: https://www.econbiz.de/10013201227
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Improving out-of-sample forecasts of stock price indexes with forecast reconciliation and clustering
Mattera, Raffaele; Athanasopoulos, George; Hyndman, Rob J. - 2023
Persistent link: https://www.econbiz.de/10014452575
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Categorisation of mergers and acquisitions in Japan using corporate databases : a fundamental research for recommendation
Shao, Bohua; Asatani, Kimitaka; Sakata, Ichiro - In: International journal of technology management : IJTM 93 (2023) 3/4, pp. 316-344
Persistent link: https://www.econbiz.de/10014428148
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Churn management in telecommunications : hybrid approach using cluster analysis and decision trees
Pejić Bach, Mirjana; Pivar, Jasmina; Jaković, Božidar - In: Journal of risk and financial management : JRFM 14 (2021) 11, pp. 1-25
The goal of the paper is to present the framework for combining clustering and classification for churn management in … approach to churn management using clustering and classification, which was tested on the churn dataset with a rich variable … structure. The proposed approach is continuous since the results of market segmentation and rules for churn prediction can be …
Persistent link: https://www.econbiz.de/10012795878
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The Effect of High Stakes High School Achievement Awards: Evidence from a School-Centered Randomized Trial
Angrist, Joshua D.; Lavy, Victor - Institute for the Study of Labor (IZA) - 2004
strategies for dealing with clustering in research of this type. On balance, the estimates point to a substantial and …
Persistent link: https://www.econbiz.de/10005822145
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Innovation through Long-distance Conversations? Lessons from Offshoring-based Software Clusters in Bangalore
Okada, Aya - eSocialSciences - 2009
This paper is aganist the popular assertion regarding the links between innovation and clustering and it is found that … skilled labor, made available through clustering has played an important role in facilitating learning, that is, diffusing the …
Persistent link: https://www.econbiz.de/10008512451
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Cultural Consensus Theory for the Ordinal Data Case
Anders, Royce; Batchelder, William - In: Psychometrika 80 (2015) 1, pp. 151-181
is thus a form of model-based clustering for ordinal data. The hierarchical Bayesian framework is utilized for inference …
Persistent link: https://www.econbiz.de/10011241340
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CONCEPTUALIZATION OF FLUID FLOWS OF LOGISTIFICATED PROCESSES
GUBÁN, ÁKOS; KÁSA, RICHÁRD - In: Polish Journal of Management Studies 7 (2013) 2, pp. 27-34
The amelioration of dysfunctional processes can be approached by several points of view. On the one hand customers’ perceptions are analysed in our researches and on the other hand we perform the research from the view of the analyses of flowing documents, resources, information, data –...
Persistent link: https://www.econbiz.de/10011241740
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Integrative Medicine and Tourism Clusters. Perspectives in Europe and Romania
Popa, Horia Liviu - In: Quaestus Multidisciplinary Research Journal 1 (2012) 1, pp. 32-53
Integrative medicine or integrative health is a neologism coined by practitioners to describe the combination of practices and methods of alternative medicine with conventional medicine. Some global advanced universities and hospitals have integrative-medicine departments. In European Union and...
Persistent link: https://www.econbiz.de/10011212843