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Year of publication
Subject
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Entscheidungsbaum 265 Decision tree 240 Theorie 97 Theory 92 Data Mining 44 USA 42 United States 42 Data mining 41 Entscheidung 23 Decision 22 Forecasting model 21 Prognoseverfahren 21 Entscheidungstheorie 19 decision tree 19 Decision theory 17 Beziehungsmarketing 14 Mathematical programming 14 Mathematische Optimierung 14 Classification 13 Relationship marketing 13 Klassifikation 12 Portfolio-Management 12 Algorithm 11 Algorithmus 11 Decision under uncertainty 11 Entscheidung unter Unsicherheit 11 Optionspreistheorie 11 Portfolio selection 11 Decision trees 10 Neural networks 10 Neuronale Netze 10 Option pricing theory 10 Real options analysis 10 Realoptionsansatz 10 Deutschland 9 Management information system 9 Management-Informationssystem 9 Multi-criteria analysis 9 Multikriterielle Entscheidungsanalyse 9 Germany 8
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Online availability
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Free 47 Undetermined 36
Type of publication
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Article 187 Book / Working Paper 78
Type of publication (narrower categories)
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Article in journal 137 Aufsatz in Zeitschrift 137 Aufsatz im Buch 49 Book section 49 Working Paper 42 Graue Literatur 40 Non-commercial literature 40 Arbeitspapier 37 Hochschulschrift 15 Thesis 12 Case study 7 Fallstudie 7 Collection of articles of several authors 3 Sammelwerk 3 Dissertation u.a. Prüfungsschriften 2 Lehrbuch 2 Textbook 2 Accompanied by computer file 1 Aufsatzsammlung 1 CD-ROM, DVD 1 Conference paper 1 Elektronischer Datenträger als Beilage 1 Konferenzbeitrag 1 Report 1
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Language
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English 233 German 31 Polish 1
Author
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Lyasoff, Andrew 7 Dumas, Bernard 6 Hilbert, Andreas 4 Grob, Heinz Lothar 3 Hazen, Gordon B. 3 Schultz, Martin B. 3 Sounderpandian, Jayavel 3 Sørensen, Michael 3 Van den Poel, Dirk 3 Akeb, Hakim 2 Alós-Ferrer, Carlos 2 Andriyashin, Anton 2 Andriyashin, Anton V. 2 Ang, Beng-wah 2 Barker, Kash 2 Bioch, Jan C. 2 Bonanno, Giacomo 2 Borgonovo, Emanuele 2 Coussement, Kristof 2 De Bock, Koen W. 2 Gepp, Adrian 2 Goldstein, Daniel G. 2 Hammer, Andreas 2 Heitmann, Mark 2 Herrmann, Andreas 2 Hifi, Mhand 2 Huang, J. P. 2 Härdle, Wolfgang 2 Johnson, Eric J. 2 Kim, Seoung Bum 2 Kumar, Kuldeep 2 Moore, Marguerite 2 Moshkov, Mikhail 2 Poh, K. L. 2 Potharst, Rob 2 Recke, Guido 2 Ritzberger, Klaus 2 Sharma, Mithun J. 2 Siniscalchi, Marciano 2 Streufert, Peter Alfred 2
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Institution
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Erasmus Research Institute of Management 2 Books on Demand GmbH <Norderstedt> 1 Center for Economic Research <Tilburg> 1 EQE International <Knoxville, Tex.> 1 Fachhochschule des BFI Wien 1 Institut für Wirtschaftsinformatik <Münster, Westfalen> 1 London School of Economics and Political Science 1 National Bureau of Economic Research 1 National Centre of Competence in ResearchFinancial Valuation and Risk Management 1 Sonderforschungsbereich Ökonomisches Risiko <Berlin> 1
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Published in...
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European journal of operational research : EJOR 9 Decision analysis : a journal of the Institute for Operations Research and the Management Sciences, INFORMS 6 Theory of constraints handbook 6 International journal of production research 5 Decision support systems : DSS ; the international journal 4 International journal of business information systems : IJBIS 4 HMD : Praxis der Wirtschaftsinformatik 3 INFORMS journal on computing : JOC 3 Working paper / Department of Management Science and Logistics, Faculty of Business Administration, Aarhus School of Business 3 Working paper series / Universiteit Gent, Faculteit Economie en Bedrijfskunde 3 Arbeitspapiere zur mathematischen Wirtschaftsforschung 2 Beliefs, interactions and preferences in decision making 2 CORE discussion paper : DP 2 Central European journal of operations research : CEJOR ; official journal of the Austrian, Croatian, Czech, Hungarian, Slovakian and Slovenian OR Societies 2 Computers & operations research : and their applications to problems of world concern ; an international journal 2 Dynamic and seamless integration of production, logistics and traffic : fundamentals of interdisciplinary decision support 2 ERIM report series research in management 2 Entscheidungsunterstützung für ökonomische Probleme 2 Folia oeconomica Stetinensia : FOS 2 Göttinger Beiträge zur Betriebswirtschaft 2 Information systems and e-business management : ISeB 2 International journal of energy, environment, and economics : IJEEE 2 International journal of production economics 2 Journal of business research : JBR 2 Journal of economic theory 2 Journal of information & knowledge management : JIKM 2 Journal of targeting, measurement and analysis for marketing 2 Journal of the Operational Research Society : OR 2 Managerial and decision economics : MDE ; the international journal of research and progress in management economics 2 Policy research working paper : WPS 2 Research report / Department of Economics, Social Science Centre, The University of Western Ontario 2 SFB 649 Discussion Paper 2 SFB 649 discussion paper 2 Supporting strategy : frameworks, methods and models 2 Technological innovation : generating economic results 2 Theory and decision : an international journal for multidisciplinary advances in decision science 2 Tourism management : research, policies, practice 2 Wirtschaftswissenschaftliches Studium : WiSt ; Zeitschrift für Studium und Forschung 2 Working Paper 2 Working paper / International University in Germany, School of Business Administration 2
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Source
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ECONIS (ZBW) 249 USB Cologne (business full texts) 5 EconStor 5 USB Cologne (EcoSocSci) 4 BASE 1 OLC EcoSci 1
Showing 1 - 50 of 265
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A random forests approach to predicting clean energy stock prices
Sadorsky, Perry A. - In: Journal of risk and financial management : JRFM 14 (2021) 2/48, pp. 1-20
Climate change, green consumers, energy security, fossil fuel divestment, and technological innovation are powerful forces shaping an increased interest towards investing in companies that specialize in clean energy. Well informed investors need reliable methods for predicting the stock prices...
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Filtered belief revision and generalized choice structures
Bonanno, Giacomo - 2020
In an earlier paper [Rational choice and AGM belief revision, Artificial Intelligence, 2009] a correspondence was established between the choice structures of revealed-preference theory (developed in economics) and the syntactic belief revision functions of the AGM theory (developed in...
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Personal Bankruptcy Prediction Using Decision Tree Model
Syed Nor, Sharifah - 2020
Purpose – Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal bankruptcy has increased since 2007, and the total accumulated personal bankruptcy cases stood at 131,282 in 2014. This is indeed an alarming issue because the increasing...
Persistent link: https://ebtypo.dmz1.zbw/10012849012
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Filtered belief revision and generalized choice structures
Bonanno, Giacomo - 2020
In an earlier paper [Rational choice andAGMbelief revision, Artificial Intelligence, 2009] a correspondence was established between the choice structures of revealed-preference theory (developed in economics) and the syntactic belief revision functions of the AGM theory (developed in philosophy...
Persistent link: https://ebtypo.dmz1.zbw/10012169380
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Personal bankruptcy prediction using decision tree model
Sharifah Heryati Syed Nor; Shafinar Ismail; Yap Bee Wah - In: Journal of economics, finance & administrative science 24 (2019) 47, pp. 157-170
Purpose - Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal bankruptcy has increased since 2007, and the total accumulated personal bankruptcy cases stood at 131,282 in 2014. This is indeed an alarming issue because the increasing number...
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Real options valuation in gold mining projects under multinomial tree approach
Quimbayo, Carlos Andres Zapata; Vega, Carlos Armando Mejía - In: Business and Economic Research : BER 9 (2019) 3, pp. 204-218
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Big Data Analytics : Grundlagen, Fallbeispiele und Nutzungspotenziale
D'Onofrio, Sara (ed.); Meier, Andreas (ed.) - 2021
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Using cutting-edge tree-based stochastic models to predict credit risk
Halteh, Khaled; Kumar, Kuldeep; Gepp, Adrian - In: Risks : open access journal 6 (2018) 2, pp. 1-13
Credit risk is a critical issue that affects banks and companies on a global scale. Possessing the ability to accurately predict the level of credit risk has the potential to help the lender and borrower. This is achieved by alleviating the number of loans provided to borrowers with poor...
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Generating buy/sell signals for an equity share using machine learning
Erkartal, Bugra; Ozdamar, Linet - In: Eurasian journal of business and economics : EJBE 11 (2018) 22, pp. 83-103
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An evaluation of investor acceptability for mutual funds using classification (decision tree)
Garg, Soniya; Sharma, Gaurav - In: Finance India : the quarterly journal of Indian … 34 (2020) 2, pp. 771-776
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Strategic decision trees on impact competitive models
Nourani, Cyrus F.; Lauth, Codrina - In: Computing predictive analytics, business intelligence, …, (pp. 49-75). 2020
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Column generation based heuristic for learning classification trees
Firat, Murat; Crognier, Guillaume; Gabor, Adriana F.; … - In: Computers & operations research : and their … 116 (2020), pp. 1-11
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Die Bestimmung hinreichend umfassender Datenbestände zur Konzeption von Marketingkampagnen
Lindenbeck, Benedikt - In: Dialogmarketing Perspektiven 2019/2020 : Tagungsband …, (pp. 119-133). 2020
Persistent link: https://ebtypo.dmz1.zbw/10012172328
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Marginalization of women and mass markets
García G., María J.; Hernández G., Gilberto J.; … - In: Recent advancements in sustainable entrepreneurship and …, (pp. 69-87). 2020
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Forecasting low-visibility procedure states with tree-based statistical methods
Dietz, Sebastian J.; Kneringer, Philipp; Mayr, Georg. J.; … - 2017
Low-visibility conditions at airports can lead to capacity reductions and therefore to delays or cancelations of arriving and departing flights. Accurate visibility forecasts are required to keep the airport capacity as high as possible. We generate probabilistic nowcasts of low-visibility...
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Decision diagrams for the verification of consistency in automotive product data
Berndt, Rüdiger - 2016
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Another approach to risk groups identification
Stasiowski, Jędrzej; Täht, Kadri - 2016
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Which countries pay more or less for their long term debt? : a CART approach
González-Fernández, Marcos; González-Velasco, Carmen - In: Revista de métodos cuantitativos para la economía y … 21 (2016), pp. 103-116
The objective of this paper is to classify a group of EMU countries according to the main determinants of long-term sovereign bond yields. We apply the Classification and Regression Tree method (CART). According to the findings, countries with lower inflation, a lower debt to GDP ratio, a lower...
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Real-time container transport planning with decision trees based on offline obtained optimal solutions
Riessen, Bart van; Negenborn, Rudy R.; Dekker, Rommert - 2016
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Tree-based approaches for understanding growth patterns in the European regions
Annoni, Paola; Rubianes, Angél Catalina - In: Region : the journal of ERSA 3 (2016) 2, pp. 23-45
The paper describes an empirical analysis to understand the main drivers of economic growth in the European Union (EU) regions in the past decade. The analysis maintains the traditional factors of growth used in the literature on regional growth - stage of development, population agglomeration,...
Persistent link: https://ebtypo.dmz1.zbw/10011614178
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Developing a prediction model for customer churn from electronic banking services using data mining
Keramati, Abbas; Ghaneei, Hajar; Mirmohammadi, Seyed … - In: Financial innovation : FIN 2 (2016) 10, pp. 1-13
Background: Given the importance of customers as the most valuable assets of organizations, customer retention seems to be an essential, basic requirement for any organization. Banks are no exception to this rule. The competitive atmosphere within which electronic banking services are provided...
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Interpretable binary and multiclass prediction models for insolvencies and credit ratings
Obermann, Lennart - 2016
Insolvenzprognosen und Ratings sind wichtige Aufgaben der Finanzbranche und dienen der Kreditwürdigkeitsprüfung von Unternehmen. Eine Möglichkeit dieses Aufgabenfeld anzugehen, ist maschinelles Lernen. Dabei werden Vorhersagemodelle aufgrund von Beispieldaten aufgestellt. Methoden aus diesem...
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The effects of handling outliers on the performance of bankruptcy prediction models
Nyitrai, Tamás; Virág, Miklós - In: Socio-economic planning sciences : the international … 67 (2019), pp. 34-42
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Drivers of degree of sophistication in hotel revenue management decision support systems
Xu, Xun; Zhang, Lizao; Baker, Tim; Harrington, Robert J.; … - In: International journal of hospitality management 79 (2019), pp. 123-139
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Adversarial risk analysis for bi-agent influence diagrams : an algorithmic approach
González-Ortega, Jorge; Ríos Insua, David; Cano, Javier - In: European journal of operational research : EJOR 273 (2019) 3, pp. 1085-1096
Persistent link: https://ebtypo.dmz1.zbw/10011987687
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Educational data mining : predictive analysis of academic performance of public school students in the capital of Brazil
Fernandes, Eduardo; Holanda, Maristela; Victorino, Marcio; … - In: Journal of business research : JBR 94 (2019), pp. 335-343
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What Drives Gold Returns? A Decision Tree Analysis
Malliaris, A. (Tassos) G. - 2015
The behavior of gold as an investment asset has been researched extensively. For the very long run, that is several decades, gold does not outperform equities. However, for shorter periods, gold responds to fears of inflation, stock market corrections, currency crises and financial instabilities...
Persistent link: https://ebtypo.dmz1.zbw/10013025108
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Choice-set forms are dual to outcome-set forms
Streufert, Peter Alfred - 2015
Alós-Ferrer and Ritzberger (2013) specify each node in a game tree as the set of outcomes that yet remain conceivable. In contrast, Streufert (2015a) specifies each node as the set of choices that have already been made. This symmetry suggests that the two formulations are "dual" in some sense....
Persistent link: https://ebtypo.dmz1.zbw/10011342417
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Specifying nodes as sets of choices
Streufert, Peter Alfred - 2015
Osborne and Rubinstein (1994) specify each node in a game tree as a sequence of actions. It is well-known that such actions can be replaced by choices (i.e. agent-specific actions) without loss of generality. I find that this sequential formulation is redundant in the sense that nodes can be...
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Improving accuracy of students' final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique
Jishan, Syed; Rashu, Raisul; Haque, Naheena; Rahman, … - In: Decision Analytics 2 (2015), pp. 1-25
There is a perpetual elevation in demand for higher education in the last decade all over the world; therefore, the need for improving the education system is imminent. Educational data mining is a newly-visible area in the field of data mining and it can be applied to better understanding the...
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Classifying innovative activities using decision tree and Gini index
Arabshahi, Hassan; Fazlollahtabar, Hamed - In: International journal of innovation and technology … 15 (2018) 3, pp. 1850025-1-14
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A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees
Caigny, Arno de; Coussement, Kristof; De Bock, Koen W. - In: European journal of operational research : EJOR 269 (2018) 2, pp. 760-772
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Data Mining mit unsicheren Daten : Fallbeispiel OpenStreetMap
Kellner, Florian; Schröder, Nadine - In: HMD : Praxis der Wirtschaftsinformatik 55 (2018) 321, pp. 601-613
Im Zeitalter von Big Data werden immense Informationsbestände aus unterschiedlichen Quellen gesammelt. Die Daten sind häufig unvollständig, unsicher und ungenau. Ein Beispiel hierfür ist das OpenStreetmap Projekt, bei dem Nutzer auf der ganzen Welt einmal mehr und einmal weniger "sauber"...
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Decision tree-based analytics for reducing air pollution
Das, Ajanta; Desarkar, Anindita - In: Journal of information & knowledge management : JIKM 17 (2018) 2, pp. 1850015-1-20
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A framework for sensitivity analysis of decision trees
Kaminski, Bogumil; Jakubczyk, Michał; Szufel, Przemysław - In: Central European journal of operations research : CEJOR … 26 (2018) 1, pp. 135-159
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Awais Model Farms : crop decision
Chatha, Kamran A.; Talat, Zunair; Naeem, Abdullah; … - In: Asian journal of management cases : AJMC 15 (2018) 2, pp. 110-116
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Data mining in tourism data analysis : inbound visitors to Japan
Shapoval, Valeriya; Wang, Morgan C.; Hara, Tadayuki; … - In: Journal of travel research : a quarterly publication of … 57 (2018) 3, pp. 310-323
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Monte Carlo Tree Search : ein Lösungsverfahren für dynamische Optimierungsprobleme an der Schnittstelle von Operations Research und Informatik
Bayer, Kristina; Koch, Sebastian; Klein, Robert - In: Wirtschaftswissenschaftliches Studium : WiSt ; … 47 (2018) 12, pp. 11-18
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The roots of inequality : estimating inequality of opportunity from regression trees
Brunori, Paolo; Hufe, Paul; Mahler, Daniel Gerszon - 2018
This paper proposes a set of new methods to estimate inequality of opportunity based on conditional inference regression trees. It illustrates how these methods represent a substantial improvement over existing empirical approaches to measure inequality of opportunity. First, the new methods...
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Bi-criteria optimization of decision trees with applications to data analysis
Chikalov, Igor; Hussain, Shahid; Moshkov, Mikhail - In: European journal of operational research : EJOR 266 (2018) 2, pp. 689-701
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Financial indicators of steady success in manufacturing companies : research on big manufacturing companies in Turkey
Erdamar, Cengiz; Adiloğlu, Burcu; Gürsoy, Tuğba - In: Advances in management & applied economics 3 (2013) 4, pp. 217-234
Financial indicators (ratios) are calculated from the data found in basic financial statements. Balance sheets, income statements and cash flow statements are used in making different analyses for different information users. These indicators can be used to make inferences about a company's...
Persistent link: https://ebtypo.dmz1.zbw/10009762661
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Hybride Leistungsbündel und Flexibilität : Entwicklung eines Fallbeispiels zur Ermittlung des Wertes von Flexibilität
Keine genannt Schulte, Johannes - 2013
Die Berücksichtigung mehrerer Unsicherheitsformen zu verschiedenen Entscheidungszeitpunkten ist ein Schritt zur Erhöhung der Realitätsnähe bei der Flexibilitätsbewertung hybrider Leistungsbündel. Die in diesem Beitrag dargestellten Unsicherheitsformen wurden mit Hilfe von quadranomialen...
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Approximation algorithms for optimal decision trees and adaptive TSP problems
Gupta, Anupam; Nagarajan, Viswanath; Ravi, Ramamoorthi - In: Mathematics of operations research 42 (2017) 3, pp. 876-896
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Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions
Azad, Mohammad; Moshkov, Mikhail - In: European journal of operational research : EJOR 263 (2017) 3, pp. 910-921
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The role of strategic behaviour in ecosystem service modelling : integrating Bayesian networks with game theory
Mulazzani, Luca; Manrique, Rosa; Malorgio, Giulio - In: Ecological economics : the transdisciplinary journal of … 141 (2017), pp. 234-244
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Decision support based on Bio-PEPA modeling and decision tree induction : a new approach, applied to a tuberculosis case study
Hamami, Dalila; Baghdad, Atmani; Shankland, Carron - In: International journal of information systems in the … 9 (2017) 2, pp. 71-101
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Exploring the determinants of and predicting the helpfulness of online user reviews using decision trees
Lee, Sangjae; Choeh, Joon Yeon - In: Management decision : MD 55 (2017) 4, pp. 681-700
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Grant-maximizing but not money-making : a simple decision-tree analysis for social impact bonds
Giacomantonio, Chris - In: Journal of social entrepreneurship 8 (2017) 1, pp. 47-66
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The interdisciplinary decision map : a reference model for production, logistics and traffic
Boltze, Manfred; Rühl, Frederik; Berbner, Ulrich; … - In: Dynamic and seamless integration of production, …, (pp. 31-47). 2017
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Flexible design of lean production systems in response to fluctuations due to logistics and traffic
Seifermann, Stefan; Böllhoff, Jörg; Adolph, Siri; … - In: Dynamic and seamless integration of production, …, (pp. 51-82). 2017
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