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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 1 - 10 of 193
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Convex support vector regression
Liao, Zhiqiang; Dai, Sheng; Kuosmanen, Timo - In: European journal of operational research : EJOR 313 (2024) 3, pp. 858-870
Persistent link: https://www.econbiz.de/10014456645
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Modeling the effect of population size on banking transaction channels in Nigeria: Grey box vs Support Vector Regression
Bartholomew, Desmond C.; Olewuezi, Ngozi P.; Nwaigwe, … - In: CBN Journal of Applied Statistics 15 (2024) 1, pp. 1-31
. The results show that the Support Vector Regression (SVR) model best fits the ATM, Online, and USSD channels of …
Persistent link: https://www.econbiz.de/10015396511
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Modeling the effect of population size on banking transaction channels in Nigeria : Grey box vs Support Vector Regression
Bartholomew, Desmond C.; Olewuezi, Ngozi P.; Nwaigwe, … - In: CBN journal of applied statistics 15 (2024) 1, pp. 1-31
. The results show that the Support Vector Regression (SVR) model best fits the ATM, Online, and USSD channels of …
Persistent link: https://www.econbiz.de/10015393855
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A hybrid model for forecasting realized volatility based on heterogeneous autoregressive model and support vector regression
Zhuo, Yue; Morimoto, Takayuki - In: Risks : open access journal 12 (2024) 1, pp. 1-16
vector regression (SVR) model to forecast realized volatility (RV). The first model is a residual-type model, where the RV is …In this study, we proposed two types of hybrid models based on the heterogeneous autoregressive (HAR) model and support …
Persistent link: https://www.econbiz.de/10014480965
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A comparative assessment of machine learning methods for predicting housing prices using Bayesian optimization
Lahmiri, Salim; Bekiros, Stelios; Avdoulas, Christos - In: Decision analytics journal 6 (2023), pp. 1-8
, followed by Gaussian process regression and support vector regression. In addition, all three aforementioned predictive systems … statistical models to house price prediction problems. In that order, we use boosting ensemble regression trees, support vector … regression, and Gaussian process regression. Bayesian optimization is implemented in a ten-fold cross-validation framework to …
Persistent link: https://www.econbiz.de/10014505865
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Green bonds forecasting : evidence from pre-crisis, Covid-19 and Russian-Ukrainian crisis frameworks
Amamou, Souhir Amri; Ben Daoud, Mouna; Bargaoui, … - In: Journal of economic studies 52 (2025) 1, pp. 179-193
Persistent link: https://www.econbiz.de/10015198662
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Financial technology as a driver of poverty alleviation in China: Evidence from an innovative regression approach
Ye, Yafen; Chen, Shenglan; Li, Chunna - In: Journal of Innovation & Knowledge (JIK) 7 (2022) 1, pp. 1-12
Despite the booming development of financial technology (fintech) in China, little academic literature has explored the effects of fintech on poverty. This paper explores the effects of fintech on poverty alleviation in the provinces of China. The sample includes data for 31 provinces for the...
Persistent link: https://www.econbiz.de/10013266814
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Financial technology as a driver of poverty alleviation in China : evidence from an innovative regression approach
Ye, Yafen; Chen, Shenglan; Li, Chunna - In: Journal of innovation & knowledge : JIK 7 (2022) 1, pp. 1-12
Despite the booming development of financial technology (fintech) in China, little academic literature has explored the effects of fintech on poverty. This paper explores the effects of fintech on poverty alleviation in the provinces of China. The sample includes data for 31 provinces for the...
Persistent link: https://www.econbiz.de/10013166594
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Panel interval-valued data nonlinear regression models and applications
Ji, Ai-bing; Li, Qing-qing; Zhang, Jin-jin - In: Computational economics 64 (2024) 4, pp. 2413-2435
Persistent link: https://www.econbiz.de/10015144018
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Fuzzy support vector regressions for short-term load forecasting
Luo, Jian; Tao, Hong - In: Fuzzy optimization and decision making : a journal of … 23 (2024) 3, pp. 363-385
Persistent link: https://www.econbiz.de/10015079794
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