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  • Search: subject:"Classification and Regression tree"
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Year of publication
Subject
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Decision tree 617 Entscheidungsbaum 617 Theorie 256 Theory 255 Prognoseverfahren 116 Forecasting model 115 Artificial intelligence 107 Data Mining 107 Data mining 107 Künstliche Intelligenz 107 decision tree 79 Neural networks 64 Neuronale Netze 64 Classification 63 Decision 61 Entscheidung 61 Klassifikation 58 Algorithm 54 Algorithmus 54 Regression analysis 51 Regressionsanalyse 51 decision trees 47 Decision theory 38 Decision trees 38 Entscheidungstheorie 38 Consumer behaviour 35 Mathematical programming 35 Mathematische Optimierung 35 Konsumentenverhalten 34 Machine learning 29 Mustererkennung 28 Pattern recognition 28 machine learning 28 Beziehungsmarketing 25 Relationship marketing 25 Decision under uncertainty 24 Entscheidung unter Unsicherheit 24 random forest 23 Forestry 22 Forstwirtschaft 22
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Online availability
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Undetermined 228 Free 184 CC license 33
Type of publication
All
Article 495 Book / Working Paper 157
Type of publication (narrower categories)
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Article in journal 403 Aufsatz in Zeitschrift 403 Aufsatz im Buch 69 Book section 69 Working Paper 68 Arbeitspapier 67 Graue Literatur 66 Non-commercial literature 66 Hochschulschrift 12 Thesis 9 Case study 7 Fallstudie 7 Aufsatzsammlung 3 Collection of articles of several authors 3 Sammelwerk 3 Conference paper 2 Konferenzbeitrag 2 Lehrbuch 2 Textbook 2 research-article 2 Accompanied by computer file 1 Article 1 CD-ROM, DVD 1 Elektronischer Datenträger als Beilage 1 Festschrift 1
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Language
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English 618 German 20 Undetermined 12 Polish 1 Spanish 1
Author
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Dumas, Bernard 8 Lyasoff, Andrew 8 Brunori, Paolo 6 Hufe, Paul 6 Mahler, Daniel Gerszon 6 Bioch, Jan C. 5 Härdle, Wolfgang 4 Lodi, Andrea 4 Popova, Viara 4 Sohnesen, Thomas Pave 4 Stender, Niels 4 Zeileis, Achim 4 Akeb, Hakim 3 Ciocan, Dragos Florin 3 Gilli, Manfred 3 Hammond, Peter J. 3 Hazen, Gordon B. 3 Hifi, Mhand 3 Hilbert, Andreas 3 Osei-Bryson, Kweku-Muata 3 Potharst, Rob 3 Sounderpandian, Jayavel 3 Streufert, Peter Alfred 3 Sørensen, Michael 3 Tang, Kwei 3 Van den Poel, Dirk 3 Ale, Ben 2 Andriyashin, Anton V. 2 Ang, Beng-wah 2 Antipov, Evgeny 2 Asher, Sam 2 Baesens, Bart 2 Barclay, Corlane 2 Barker, Kash 2 Bertsimas, Dimitris 2 Better, Marco 2 Blake, Michael 2 Blanquero, Rafael 2 Borgonovo, Emanuele 2 Cahit, I. 2
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Institution
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Erasmus Research Institute of Management 3 Deutsche Forschungsgemeinschaft 2 Institut für Ökonometrie und Operations Research, Rheinische Friedrich-Wilhelms-Universität Bonn 2 National Bureau of Economic Research 2 Books on Demand GmbH <Norderstedt> 1 Center for Economic Research <Tilburg> 1 FAO / Food Policy and Nutrition Division 1 USA / Department of Agriculture 1 USA / Nuclear Regulatory Commission 1
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Published in...
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European journal of operational research : EJOR 19 International journal of business information systems : IJBIS 14 International journal of production research 12 Decision analysis : a journal of the Institute for Operations Research and the Management Sciences, INFORMS 8 Decision analytics journal 7 Theory of constraints handbook 6 Decision support systems : DSS ; the international journal 5 International journal of intelligent enterprise 5 International journal of networking and virtual organisations : IJNVO 5 Journal of information & knowledge management : JIKM 5 Journal of risk and financial management : JRFM 5 Computers & operations research : an international journal 4 Computers & operations research : and their applications to problems of world concern ; an international journal 4 Information systems and e-business management : ISeB 4 International journal of forecasting 4 International journal of production economics 4 Journal of forecasting 4 Journal of the Operational Research Society 4 Knowledge discovery process and methods to enhance organizational performance 4 Opsearch : journal of the Operational Research Society of India 4 Technological forecasting & social change : an international journal 4 Technological innovation : generating economic results 4 Technology audit and production reserves 4 Working papers in economics and statistics 4 ERIM report series research in management 3 Econometric Institute research papers 3 European research studies 3 Faculty & research / Insead : working paper series 3 Finance research letters 3 International journal of electronic finance : IJEF 3 International journal of information systems in the service sector : IJISSS ; an official publication of the Information Resources Management Association 3 International journal of information technology and management : IJITM 3 Journal of business research : JBR 3 Journal of the Operational Research Society : OR 3 Mathematics Preprint Archive 3 Operations research 3 Research paper series / Swiss Finance Institute 3 Research report / Department of Economics, Social Science Centre, The University of Western Ontario 3 Swiss Finance Institute Research Paper 3 Theory and decision : an international journal for multidisciplinary advances in decision science 3
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Source
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ECONIS (ZBW) 635 RePEc 13 EconStor 2 Other ZBW resources 2
Showing 31 - 40 of 652
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A supervised machine learning algorithm for detecting and predicting fraud in credit card transactions
Afriyie, Jonathan Kwaku; Tawiah, Kassim; Pels, … - In: Decision analytics journal 6 (2023), pp. 1-12
Fraudsters are now more active in their attacks on credit card transactions than ever before. With the advancement in data science and machine learning, various algorithms have been developed to determine whether a transaction is fraudulent. We study the performance of three different machine...
Persistent link: https://www.econbiz.de/10014505835
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An integrated machine learning and DEMATEL approach for feature preference and purchase intention modelling
Bhattacharjee, Debraj; Ramesh, Kandela; Jayaram, E. Srinivas - In: Decision analytics journal 6 (2023), pp. 1-13
This article models the purchasing intention of young Indian consumers for branded smartphones by analysing their individual preferences for the different features of the smartphone. This article selects thirteen features for analysis, and the respondents are asked to rate, which are further...
Persistent link: https://www.econbiz.de/10014505936
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Decision trees do not lie : curiosities in preferences of Croatian online consumers
Filipas, Ana Marija; Vretenar, Nenad; Prudky, Ivan - In: Zbornik radova Ekonomskog Fakulteta u Rijeci : časopis … 41 (2023) 1, pp. 157-181
Persistent link: https://www.econbiz.de/10014530168
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A predictive analytics model for forecasting outcomes in the National Football League games using decision tree and logistic regression
Gifford, Matt; Bayrak, Tuncay - In: Decision analytics journal 8 (2023), pp. 1-10
Sports analytics has gained rapid popularity in recent years and will likely continue to evolve. In this study, we construct predictive analytics models to forecast the NFL games outcomes in a season using decision trees and logistics regression. Several variables are used as predictors...
Persistent link: https://www.econbiz.de/10014517330
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Increasing the robustness of uplift modeling using additional splits and diversified leaf select
Oechsle, Frank - In: Journal of marketing analytics : JMA 11 (2023) 4, pp. 738-746
Persistent link: https://www.econbiz.de/10014537399
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Aggregation Trees
Di Francesco, Riccardo - 2023
Uncovering the heterogeneous effects of particular policies or "treatments” is a key concern for researchers and policymakers. A common approach is to report average treatment effects in different subgroups based on observable covariates. However, there is likely to be considerable uncertainty...
Persistent link: https://www.econbiz.de/10014263630
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Generating simple classification rules to predict local surges in COVID-19 hospitalizations
Yaesoubi, Reza; You, Shiying; Xi, Qin; Menzies, Nicolas A. - In: Health care management science : a new journal serving … 26 (2023) 2, pp. 301-312
Persistent link: https://www.econbiz.de/10014315728
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Assessing the predictive performance of machine learning in direct marketing response
Choi, Youngkeun; Choi, Jae W. - In: International journal of e-business research : IJEBR ; … 19 (2023) 1, pp. 1-12
Persistent link: https://www.econbiz.de/10015051116
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Using decision trees to predict insolvency in Spanish SMEs : is early warning possible?
Navarro Galera, Andrés; Lara-Rubio, Juan; … - In: Computational economics 65 (2025) 1, pp. 91-116
Persistent link: https://www.econbiz.de/10015195758
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A selection procedure for the design of mixed-model assembly systems considering walking workers and fixed workers
Calzavara, Martina; Faccio, Maurizio; Finco, Serena; … - In: International journal of production research 63 (2025) 3, pp. 1028-1045
Persistent link: https://www.econbiz.de/10015198529
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