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  • Search: subject:"ensemble classification"
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Year of publication
Subject
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Classification 5 Klassifikation 5 ensemble classification 5 Theorie 4 Theory 4 Algorithm 3 Algorithmus 3 Forecasting model 3 Prognoseverfahren 3 Artificial intelligence 2 Cluster analysis 2 Clusteranalyse 2 Data Mining 2 Data mining 2 Künstliche Intelligenz 2 customer churn prediction 2 data mining 2 model aggregation 2 AUC 1 Aggregation 1 Analytics 1 CRM 1 Credit rating 1 Credit scoring 1 Database marketing 1 Ensemble classification 1 Explainable artificial intelligence 1 GAMens 1 Hotel booking cancellation prediction 1 Hotel industry 1 Hotellerie 1 ICA 1 K-nearest neighbor classification 1 Kreditwürdigkeit 1 Linear stacking-based ensemble classification 1 Machine learning 1 Modellierung 1 Multivariate Analyse 1 Multivariate analysis 1 Mustererkennung 1
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Online availability
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Free 2 Undetermined 2
Type of publication
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Article 5 Book / Working Paper 2
Type of publication (narrower categories)
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Article in journal 5 Aufsatz in Zeitschrift 5
Language
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English 6 Undetermined 1
Author
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BOCK, K. W. DE 2 Engelbrecht, Andries P. 2 Lutu, Patricia E. N. 2 POEL, D. VAN DEN 2 Aditya, S. 1 Agarwal, Charu 1 De Bock, Koen W. 1 Du, Shichang 1 Gautam, Vibhor 1 Kothari, D. P. 1 Liu, Zhenkun 1 Lv, Jun 1 Rajora, Mihir 1 Singh, Indu 1 Xi, Lifeng 1 Zhang, Lifang 1
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Institution
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Faculteit Economie en Bedrijfskunde, Universiteit Gent 2
Published in...
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INFORMS journal on computing : JOC 2 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 2 European journal of operational research : EJOR 1 International journal of production research 1 Operational research : an international journal 1
Source
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ECONIS (ZBW) 5 RePEc 2
Showing 1 - 7 of 7
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Explainable profit-driven hotel booking cancellation prediction based on heterogeneous stacking-based ensemble classification
Liu, Zhenkun; De Bock, Koen W.; Zhang, Lifang - In: European journal of operational research : EJOR 321 (2025) 1, pp. 284-301
Persistent link: https://www.econbiz.de/10015094978
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A hybrid metaheuristic optimised ensemble classifier with self organizing map clustering for credit scoring
Singh, Indu; Kothari, D. P.; Aditya, S.; Rajora, Mihir; … - In: Operational research : an international journal 24 (2024) 4, pp. 1-42
Persistent link: https://www.econbiz.de/10015135749
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Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models
BOCK, K. W. DE; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2012
To build a successful customer churn prediction model, a classification algorithm should be chosen that fulfills two requirements: strong classification performance and a high level of model interpretability. In recent literature, ensemble classifiers have demonstrated superior performance in a...
Persistent link: https://www.econbiz.de/10011083098
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An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
BOCK, K. W. DE; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2011
Several studies have demonstrated the superior performance of ensemble classification algorithms, whereby multiple …
Persistent link: https://www.econbiz.de/10009143417
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Base model combination algorithm for resolving tied predictions for K-nearest neighbor OVA ensemble models
Lutu, Patricia E. N.; Engelbrecht, Andries P. - In: INFORMS journal on computing : JOC 25 (2013) 3, pp. 517-526
Persistent link: https://www.econbiz.de/10009784055
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Positive-versus-negative classification for model aggregation in predictive data mining
Lutu, Patricia E. N.; Engelbrecht, Andries P. - In: INFORMS journal on computing : JOC 25 (2013) 4, pp. 792-807
Persistent link: https://www.econbiz.de/10010203574
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On-line classifying process mean shifts in multivariate control charts based on multiclass support vector machines
Du, Shichang; Lv, Jun; Xi, Lifeng - In: International journal of production research 50 (2012) 22, pp. 6288-6310
Persistent link: https://www.econbiz.de/10009673602
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