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  • Search: subject:"Support vector regression"
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Year of publication
Subject
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Regression analysis 97 Regressionsanalyse 97 Prognoseverfahren 94 Forecasting model 93 Support vector regression 83 Theorie 63 Theory 61 Mustererkennung 53 Pattern recognition 53 support vector regression 41 Support Vector Regression 35 Artificial intelligence 26 Künstliche Intelligenz 26 Neural networks 24 Neuronale Netze 22 Forecast 21 Prognose 21 Machine learning 18 Time series analysis 15 Zeitreihenanalyse 15 Estimation theory 13 Schätztheorie 13 Data Mining 11 Forecasting 11 Data mining 10 Volatility 10 Volatilität 10 Algorithm 9 Algorithmus 9 Börsenkurs 9 Share price 9 Support vector regression (SVR) 9 forecasting 9 Exchange rate 8 SVR 8 Wechselkurs 8 ARMA-Modell 6 Estimation 6 Evolutionary algorithm 6 Evolutionärer Algorithmus 6
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Online availability
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Undetermined 122 Free 43 CC license 3
Type of publication
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Article 171 Book / Working Paper 22
Type of publication (narrower categories)
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Article in journal 100 Aufsatz in Zeitschrift 100 Working Paper 10 Article 7 Arbeitspapier 5 Graue Literatur 5 Non-commercial literature 5 Aufsatz im Buch 3 Book section 3 Conference paper 3 Konferenzbeitrag 3 research-article 1
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Language
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English 130 Undetermined 63
Author
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Plakandaras, Vasilios 12 Papadimitriou, Theophilos 11 Stasinakis, Charalampos 8 Gogas, Periklis 7 Sermpinis, Georgios 7 Gkonkas, Periklēs 6 Gupta, Rangan 6 Hong, Wei-Chiang 6 Christmann, Andreas 5 Luo, Jian 4 Tao, Hong 4 Ardelean, Vlad 3 Chen, Shiyi 3 Fan, Guo-Feng 3 Jeong, Kiho 3 Karathanasopoulos, Andreas 3 Pleier, Thomas 3 Qiao, Gaoxiu 3 Theofilatos, Konstantinos 3 Akanno, Felix C. 2 Andreeva, Galina 2 Aparicio, Juan 2 Aste, Tomaso 2 Bartholomew, Desmond C. 2 Che, Jinxing 2 Chen, Kuentai 2 Chen, Shenglan 2 Chen, Wei 2 Claveria, Oscar 2 Dai, Wensheng 2 Di Matteo, Tiziana 2 Diallo, Boubacar 2 Dong, Yucheng 2 Dunis, Christian 2 Fang, Shu-Cherng 2 Fischer, Jan Alexander 2 Frausto-Solís, Juan 2 Galil, Koresh 2 Gokulachandran, Jaganathan 2 Guerrero, Nadia M. 2
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Institution
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Department of Economics, Democritus University of Thrace 3 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 2 Department of Economics, Faculty of Economic and Management Sciences 1 HAL 1 Institut de Préparation à l'Administration et à la Gestion (IPAG) 1 Rimini Centre for Economic Analysis (RCEA) 1 Wirtschafts- und Sozialwissenschaftliche Fakultät, Friedrich-Alexander-Universität Erlangen-Nürnberg 1
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Published in...
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Energy 9 European journal of operational research : EJOR 9 Computational economics 7 Journal of forecasting 7 Applied Energy 6 Water Resources Management 6 Economic modelling 5 Econometric Reviews 4 International journal of forecasting 4 International journal of production research 4 DUTH Research Papers in Economics 3 Economic Modelling 3 Energies 3 Mathematics and Computers in Simulation (MATCOM) 3 Renewable Energy 3 Applied economics letters 2 Computational Statistics 2 Economics & finance notes 2 Energy economics 2 European Journal of Operational Research 2 International Journal of Management, Economics and Social Sciences (IJMESS) 2 International journal of management, economics and social sciences : IJMESS 2 Journal of the Operational Research Society 2 Omega : the international journal of management science 2 Risks : open access journal 2 SFB 649 Discussion Papers 2 Technical Report 2 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 Advances in business and management forecasting 1 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 1 Application of operations research to financial markets 1 Applied economics 1 Applied operations research and financial modelling in energy : practical applications and implications 1 BSP working paper series 1 Bulletin of applied economics 1 CBN Journal of Applied Statistics 1 CBN journal of applied statistics 1 Computational Economics 1 Computational Management Science : CMS 1 Computational Statistics & Data Analysis 1
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Source
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ECONIS (ZBW) 108 RePEc 67 EconStor 12 Other ZBW resources 4 BASE 2
Showing 161 - 170 of 193
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Rules for Optimal Operation of Reservoir-River-Groundwater Systems Considering Water Quality Targets: Application of M5P Model
Nikoo, Mohammad; Karimi, Akbar; Kerachian, Reza; … - In: Water Resources Management 27 (2013) 8, pp. 2771-2784
releases and water withdrawal from river and aquifer for different conditions, and M5P and Support Vector Regression (SVR) data …
Persistent link: https://www.econbiz.de/10010997813
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Minimal Euclidean distance chart based on support vector regression for monitoring mean shifts of auto-correlated processes
Du, Shichang; Lv, Jun - In: International Journal of Production Economics 141 (2013) 1, pp. 377-387
auto-correlated processes. Support vector regression (SVR) is used to predict the values of a variable in time series …
Persistent link: https://www.econbiz.de/10010594389
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Data mining model adjustment control charts for cascade processes
Kim, Seoung Bum; Jitpitaklert, Weerawat; Chen, Victoria C.P. - In: European Journal of Industrial Engineering 7 (2013) 4, pp. 442-455
mining models. The data mining models used in this study include support vector regression and artificial neural networks. A …
Persistent link: https://www.econbiz.de/10010676315
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Predicting the Istanbul Stock Exchange Index Return using Technical Indicators: A Comparative Study
Emir, Senol - In: International Journal of Finance & Banking Studies 2 (2013) 3, pp. 111-117
The aim of this study to examine the performance of Support Vector Regression (SVR) which is a novel regression method …
Persistent link: https://www.econbiz.de/10010681605
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Analysis of asymmetric driving behavior using a self-learning approach
Wei, Dali; Liu, Hongchao - In: Transportation Research Part B: Methodological 47 (2013) C, pp. 1-14
This paper presents a self-learning Support Vector Regression (SVR) approach to investigate the asymmetric …
Persistent link: https://www.econbiz.de/10010608655
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Forecasting daily and monthly exchange rates with machine learning techniques
Papadimitriou, Theophilos; Gogas, Periklis; … - Department of Economics, Democritus University of Thrace - 2013
Decomposition (EEMD), Multivariate Adaptive Regression Splines (MARS) and Support Vector Regression (SVR) model in order to forecast …
Persistent link: https://www.econbiz.de/10011245923
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Exchange rate forecasting and support vector regressions
Gkonkas, Periklēs - In: Economics & finance notes 2 (2013) 1/2, pp. 1-13
Persistent link: https://www.econbiz.de/10010426277
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Predicting the Istanbul Stock Exchange Index return using technical indicators : a comparative study
Emir, Şenol - In: International journal of finance & banking studies : JJFBS 2 (2013) 3, pp. 111-117
Persistent link: https://www.econbiz.de/10010532333
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An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting
Che, Jinxing; Wang, Jianzhou; Wang, Guangfu - In: Energy 37 (2012) 1, pp. 657-664
strong learning capacity of support vector regression (SVR) for small sample and balanced data, this paper presents an …
Persistent link: https://www.econbiz.de/10010808176
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On linear programs with linear complementarity constraints
Hu, Jing; Mitchell, John; Pang, Jong-Shi; Yu, Bin - In: Journal of Global Optimization 53 (2012) 1, pp. 29-51
Persistent link: https://www.econbiz.de/10010896420
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