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  • Search: subject:"data preparation"
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Year of publication
Subject
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Data preparation 11 data preparation 8 Forecasting model 5 Prognoseverfahren 5 Theorie 5 Theory 5 Big data 4 IAB 4 Stata 4 Big Data 3 Data mining 3 Forecast 3 Neural networks 3 Neuronale Netze 3 Prognose 3 bankruptcy prediction 3 outliers 3 support vector machines (SVM) 3 Combined forecasting 2 Consumer products 2 Contextual knowledge 2 Data Mining 2 Demand forecasting 2 Demand uncertainty 2 Demand volatility 2 Domain knowledge 2 Event study 2 FDZ 2 Fashion products 2 IEB 2 Impulsive buying 2 Judgmental forecasting 2 Market research 2 Marktforschung 2 Model selection 2 Predictive modeling 2 Retail 2 Retail testing 2 SIAB 2 SIAB 7519 2
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Online availability
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Free 13 Undetermined 5 CC license 4
Type of publication
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Article 16 Book / Working Paper 3
Type of publication (narrower categories)
All
Article in journal 10 Aufsatz in Zeitschrift 10 Article 3 Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
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Language
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English 14 Undetermined 5
Author
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Dauth, Wolfgang 4 Eppelsheimer, Johann 4 Nyitrai, Tamás 3 Maaß, Dennis 2 Stüber, Heiko 2 Virág, Miklós 2 Abdulla, Khalid 1 Alberti, Cristina Thomas 1 Alway, Alyaa 1 Anderson, Sidney 1 Bhuyan, Nisigandha 1 Boss, Scott R. 1 Boullé, Marc 1 Hoog, Julian de 1 Hunter, Kara 1 Mercereau, Benoît 1 Mohd Shareduwan Mohd Kasihmuddin 1 Mohd. Asyraf Mansor 1 Muhammad Fadhil Marsani 1 Nur Ezlin Zamri 1 Rai, Sandhya 1 Samak Boonpan 1 Siti Zulaikha Mohd Jamaludin 1 Spruit, Marco 1 Spruit, Marco René 1 Thibodeau, Jay C. 1 Virag, Miklós 1 Waal, Peter de 1 Weerachai Sarakorn 1 de Waal, Peter 1
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Institution
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International Monetary Fund (IMF) 2 International Monetary Fund 1
Published in...
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Decision Analytics 2 Journal for Labour Market Research 2 Journal for labour market research 2 Acta Oeconomica 1 Acta oeconomica : periodical of the Hungarian Academy of Sciences 1 Advances in Data Analysis and Classification 1 Decision analytics journal 1 IMF Staff Country Reports 1 IMF Working Papers 1 International journal of business performance and supply chain modelling : IJBPSCM 1 International journal of forecasting 1 Journal of emerging technologies in Accounting 1 Journal of marketing analytics : JMA 1 Journal of open innovation : technology, market, and complexity 1 Society and Economy 1 Working paper series : WPS 1
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Source
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ECONIS (ZBW) 11 RePEc 5 EconStor 3
Showing 11 - 19 of 19
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Big data : real time fact-based decision: the next big thing in supply chain
Rai, Sandhya - In: International journal of business performance and … 10 (2019) 3, pp. 253-265
Persistent link: https://www.econbiz.de/10012138570
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Improving short-term demand forecasting for short-lifecycle consumer products with data mining techniques
Maaß, Dennis; Spruit, Marco; de Waal, Peter - In: Decision Analytics 1 (2014) 1, pp. 1-17
method can be. Forecasting can often be improved by data preparation. The right preparation method can unveil important … information hidden in the available data and decrease the perceived variance and uncertainty. In this case data preparation did …
Persistent link: https://www.econbiz.de/10011656506
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Is there a trade-off between the predictive power and the interpretability of bankruptcy models? The case of the first Hungarian bankruptcy prediction model
Virág, Miklós; Nyitrai, Tamás - In: Acta Oeconomica 64 (2014) December, pp. 419-440
In our work, we compare the predictive power of different bankruptcy prediction models built on financial indicators calculable from businesses’ accounting data on the database of the first Hungarian bankruptcy model. For modelling, we use data-mining methods often applied in bankruptcy...
Persistent link: https://www.econbiz.de/10011119842
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Improving short-term demand forecasting for short-lifecycle consumer products with data mining techniques
Maaß, Dennis; Spruit, Marco René; Waal, Peter de - In: Decision Analytics 1 (2014), pp. 1-17
method can be. Forecasting can often be improved by data preparation. The right preparation method can unveil important … information hidden in the available data and decrease the perceived variance and uncertainty. In this case data preparation did …
Persistent link: https://www.econbiz.de/10010338778
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Application of support vector machines on the basis of the first Hungarian bankruptcy model
Virag, Miklós; Nyitrai, Tamás - In: Society and Economy 35 (2013) August, pp. 227-248
kernel functions, we also examine the possibilities of applying the ANOVA kernel function and take a detailed look at data … preparation tasks recommended in using the SVM method (handling of outliers). The results of the models assembled suggest that a …
Persistent link: https://www.econbiz.de/10010822406
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Democratic Republic of the Congo; Staff Report for the 2009 Article IV Consultation, Request for a Three-Year Arrangement Under the Poverty Reduction and Growth Facility, and Request for Additional Interim Assistance Under the Enhanced Initiative for Heavily Indebted Poor Countries
International Monetary Fund (IMF); International … - 2010
This paper discusses a Request from Congo for a Three-Year Arrangement Under the Poverty Reduction and Growth Facility (PRGF) program. Growth in Congo in 2008 was strong, but weakened by the onset of the global financial crisis during the second half of the year that resulted in a deterioration...
Persistent link: https://www.econbiz.de/10011243266
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Is there a trade-off between the predictive power and the interpretability of bankruptcy models? : the case of the first Hungarian bankruptcy prediction model
Virág, Miklós; Nyitrai, Tamás - In: Acta oeconomica : periodical of the Hungarian Academy … 64 (2014) 4, pp. 419-440
Persistent link: https://www.econbiz.de/10010472855
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The Role of Stock Markets in Current Account Dynamics; Evidence From the United States
Mercereau, Benoît - International Monetary Fund (IMF) - 2003
This paper tests a model of the role of stock markets in current account dynamics, developed in a companion paper. With U.S. data, the model performs better than the same model without stock markets. An insight given by the model is that the current account might help predict future stock market...
Persistent link: https://www.econbiz.de/10005248178
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Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach
Boullé, Marc - In: Advances in Data Analysis and Classification 3 (2009) 1, pp. 39-61
Persistent link: https://www.econbiz.de/10005061377
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