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Economic Research-Ekonomska Istraživanja Volume 29, 2016 - Issue 1: Including Special Section: 7th International scientific conference by Juraj Dobrila University of Pula and Istrian Development Agency
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Articles

A nonparametric data mining approach for risk prediction in car insurance: a case study from the Montenegrin market

Vladimir KašćelanFaculty of Economics, University of Montenegro, Podgorica, Montenegro
,
Ljiljana KašćelanFaculty of Economics, University of Montenegro, Podgorica, Montenegro
&
Milijana Novović BurićFaculty of Economics, University of Montenegro, Podgorica, MontenegroCorrespondence[email protected]
Pages 545-558 | Received 05 Jul 2013, Accepted 05 Feb 2016, Published online: 13 May 2016

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Biljana Rondović, Ljiljana Kašćelan, Vujica Lazović & Tamara Đuričković. (2019) Discovering the determinants and predicting the degree of e-business diffusion using the decision tree method: evidence from Montenegro. Information Technology for Development 25:2, pages 304-333.
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Articles from other publishers (18)

Víctor Blanco, Alberto Japón & Justo Puerto. (2023) Multiclass optimal classification trees with SVM-splits. Machine Learning 112:12, pages 4905-4928.
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Milena Đukanović, Ljiljana Kašćelan, Sunčica Vuković, Ivan Martinović & Martin Ćalasan. (2023) A machine learning approach for time series forecasting with application to debt risk of the Montenegrin electricity industry. Energy Reports 9, pages 362-369.
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Khanh Van Nguyen, Md Rafiqul Islam, Huan Huo, Peter Tilocca & Guandong Xu. (2023) Explainable exclusion in the life insurance using multi-label classifier. Explainable exclusion in the life insurance using multi-label classifier.
Zicheng Shan & Wei Miao. (2021) COVID‐19 patient diagnosis and treatment data mining algorithm based on association rules. Expert Systems 40:4.
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Callum Roberts, Adrian Gepp & James Todd. (2023) A Big Data Framework to Address Building Sum Insured Misestimation. Big Data Research, pages 100396.
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Ms. M. S. Sawalkar, Ruturaj Kumbhar, Krishna Jamkar, Mihir Mandlik & Harshawardhan Patil. (2022) Vehicle Insurance Recommendation System. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, pages 584-589.
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Emer Owens, Barry Sheehan, Martin Mullins, Martin Cunneen, Juliane Ressel & German Castignani. (2022) Explainable Artificial Intelligence (XAI) in Insurance. Risks 10:12, pages 230.
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Sunčica Rogić, Ljiljana Kašćelan, Vladimir Kašćelan & Vladimir Đurišić. (2022) Automatic customer targeting: a data mining solution to the problem of asymmetric profitability distribution. Information Technology and Management 23:4, pages 315-333.
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Víctor Blanco, Alberto Japón & Justo Puerto. (2022) A mathematical programming approach to SVM-based classification with label noise. Computers & Industrial Engineering 172, pages 108611.
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Chenglong Ye, Lin Zhang, Mingxuan Han, Yanjia Yu, Bingxin Zhao & Yuhong Yang. (2022) Combining Predictions of Auto Insurance Claims. Econometrics 10:2, pages 19.
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Sunčica Rogić, Ljiljana Kašćelan & Vladimir Đurišić. 2022. Marketing and Smart Technologies. Marketing and Smart Technologies 293 304 .
Christopher Blier-Wong, Hélène Cossette, Luc Lamontagne & Etienne Marceau. (2020) Machine Learning in P&C Insurance: A Review for Pricing and Reserving. Risks 9:1, pages 4.
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Víctor Blanco, Alberto Japón & Justo Puerto. (2019) Optimal arrangements of hyperplanes for SVM-based multiclass classification. Advances in Data Analysis and Classification 14:1, pages 175-199.
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Hui Dong Wang. (2020) Research on the Features of Car Insurance Data Based on Machine Learning. Procedia Computer Science 166, pages 582-587.
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Milena Lipovina-Božović, Ljiljana Kašćelan & Vladimir Kašćelan. (2019) A Support Vector Machine approach for predicting progress toward environmental sustainability from information and communication technology and human development. Environmental and Ecological Statistics 26:3, pages 259-286.
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Suyeon Kang & Jongwoo Song. (2018) Feature selection for continuous aggregate response and its application to auto insurance data. Expert Systems with Applications 93, pages 104-117.
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Rhys Biddle, Shaowu Liu, Peter Tilocca & Guandong Xu. 2018. Databases Theory and Applications. Databases Theory and Applications 135 146 .
Miomir M. Jovanović, Ljiljana Kašćelan, Miljan Joksimović & Vladimir Kašćelan. (2017) Decision tree analysis of wine consumers’ preferences: evidence from an emerging market. British Food Journal 119:6, pages 1349-1361.
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