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  • Search: subject:"Classification and regression tree"
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Year of publication
Subject
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Decision tree 613 Entscheidungsbaum 613 Theorie 253 Theory 252 Prognoseverfahren 115 Forecasting model 114 Data Mining 106 Data mining 106 Artificial intelligence 105 Künstliche Intelligenz 105 decision tree 79 Neural networks 64 Neuronale Netze 64 Classification 62 Decision 59 Entscheidung 59 Klassifikation 57 Algorithm 53 Algorithmus 53 Regression analysis 51 Regressionsanalyse 51 decision trees 46 Decision theory 38 Decision trees 38 Entscheidungstheorie 38 Consumer behaviour 35 Konsumentenverhalten 34 Mathematical programming 34 Mathematische Optimierung 34 Machine learning 29 Mustererkennung 28 Pattern recognition 28 machine learning 27 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 227 Free 181 CC license 32
Type of publication
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Article 491 Book / Working Paper 157
Type of publication (narrower categories)
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Article in journal 399 Aufsatz in Zeitschrift 399 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 614 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 18 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) 631 RePEc 13 EconStor 2 Other ZBW resources 2
Showing 21 - 30 of 648
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To Engage or Not in Feed Rice Production -Unveiling Farmers’ Decision-Making Using Decision Tree and Text Mining
Li, Xiang; Suzuki, Nobuhiro; Ichii, Kazuhito; Liu, … - 2023
Japan's feed self-sufficiency rate is the lowest among developed countries. The Japanese government has introduced a feed rice subsidy, a flagship agricultural policy, to address this issue. However, unlike expectations, the perceived benefit of growing feed rice is low, and about 60% of farmers...
Persistent link: https://www.econbiz.de/10014360148
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The roots of inequality : estimating inequality of opportunity from regression trees and forests
Brunori, Paolo; Hufe, Paul; Mahler, Daniel Gerszon - In: The Scandinavian journal of economics 125 (2023) 4, pp. 900-932
Persistent link: https://www.econbiz.de/10014435239
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A binary decision tree approach for pharmaceutical project portfolio management
Farid, Mahboubeh; Palmblad, Mikael; Hallman, Hampus; … - In: Decision analytics journal 7 (2023), pp. 1-10
In pharmaceutical R&D, decision makers face a large portion of uncertainty in portfolio decisions. Existing optimization tools are mostly based on expected values, ignoring uncertainty, and most often deliver a single, "best" selection of projects. A decision tree approach can aid decision...
Persistent link: https://www.econbiz.de/10014436683
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Revisiting column-generation-based matheuristic for learning classification trees
Patel, Krunal Kishor; Desaulniers, Guy; Lodi, Andrea - 2023
Persistent link: https://www.econbiz.de/10014368425
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An integrated methodology for enhancing reverse logistics flows and networks in industry 5.0
Dabo, Al-Amin Abba; Hosseinian-Far, Amin - In: Logistics 7 (2023) 4, pp. 1-26
Background: This paper explores the potential of Industry 5.0 in driving societal transition to a circular economy. We focus on the strategic role of reverse logistics in this context, underlining its significance in optimizing resource use, reducing waste, and enhancing sustainable production...
Persistent link: https://www.econbiz.de/10014454806
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An explainable deep-learning approach for job cycle time prediction
Wang, Yu-Cheng; Chen, Toly; Chiu, Min-Chi - In: Decision analytics journal 6 (2023), pp. 1-10
. This study proposes a classification and regression tree (CART) to explain the prediction mechanism of a DNN for job cycle …
Persistent link: https://www.econbiz.de/10014337140
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Is artificial intelligence really more accurate in predicting bankruptcy?
Letkovský, Stanislav; Jeňcová, Sylvia; … - In: International Journal of Financial Studies : open … 12 (2024) 1, pp. 1-19
Predicting bankruptcy within selected industries is crucial because of the potential ripple effects and unique characteristics of those industries. It serves as a risk management tool, guiding various stakeholders in making decisions. While artificial intelligence (AI) has shown high success...
Persistent link: https://www.econbiz.de/10014502270
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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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