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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 61 - 70 of 193
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European exchange trading funds trading with locally weighted support vector regression
Sermpinis, Georgios; Stasinakis, Charalampos; Rosillo, … - In: European journal of operational research : EJOR 258 (2017) 1, pp. 372-384
Persistent link: https://www.econbiz.de/10011642226
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Modelling tourism demand to Spain with machine learning techniques : the impact of forecast horizon on model selection
Claveria, Oscar; Torra, Salvador; Monte, Enric - In: Revista de economía aplicada : REA 24 (2016) 72, pp. 109-132
Persistent link: https://www.econbiz.de/10012261644
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Selection of time instants and intervals with Support Vector Regression for multivariate functional data
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, … - In: Computers & operations research : and their … 123 (2020), pp. 1-24
Persistent link: https://www.econbiz.de/10012286336
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A machine learning approach to univariate time series forecasting of quarterly earnings
Fischer, Jan Alexander; Pohl, Philipp; Ratz, Dietmar - In: Review of quantitative finance and accounting 55 (2020) 4, pp. 1163-1179
Persistent link: https://www.econbiz.de/10012304132
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Predictive analytics with strategically missing data
Zhang, Juheng; Liu, Xiaoping; Li, Xiao-Bai - In: INFORMS journal on computing : JOC 32 (2020) 4, pp. 1143-1156
Persistent link: https://www.econbiz.de/10012390215
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Battle damage-oriented spare parts forecasting method based on wartime influencing factors analysis and ε-support vector regression
Li, Xiong; Zhao, Xiaodong; Pu, Wei - In: International journal of production research 58 (2020) 4, pp. 1178-1198
Persistent link: https://www.econbiz.de/10012194049
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Forecasting financial returns volatility : a GARCH-SVR model
Sun, Hao; Yu, Bo - In: Computational economics 55 (2020) 2, pp. 451-471
Persistent link: https://www.econbiz.de/10012223641
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The Trend of Average Unit Price in Taipei City
Lin, Hong-Yu; Chen, Kuentai - In: Research in World Economy 6 (2015) 1, pp. 133-142
statistic methods, Neural Networks (NN) and Support Vector Regression (SVR) have demonstrated their advantages in previous …
Persistent link: https://www.econbiz.de/10011267295
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A new multiscale decomposition ensemble approach for forecasting exchange rates
Sun, Shaolong; Wang, Shouyang; Wei, Yunjie - In: Economic modelling 81 (2019), pp. 49-58
Persistent link: https://www.econbiz.de/10012201456
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Combining wavelet decomposition with machine learning to forecast gold returns
Risse, Marian - In: International journal of forecasting 35 (2019) 2, pp. 601-615
Persistent link: https://www.econbiz.de/10012300704
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