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~subject:"Support vector regression"
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Support vector regression
Mustererkennung
677
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611
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302
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272
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268
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Support vector machine
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support vector machine
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support vector machines
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machine learning
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1
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
Saved in:
2
A robust support vector regression model for electric load forecasting
Luo, Jian
;
Tao, Hong
;
Gao, Zheming
;
Fang, Shu-Cherng
- In:
International journal of forecasting
39
(
2023
)
2
,
pp. 1005-1020
Persistent link: https://www.econbiz.de/10014465193
Saved in:
3
A novel hybrid house price prediction model
Akyüz, Süreyya Özöğür
;
Erdogan, Birsen Eygi
; …
- In:
Computational economics
62
(
2023
)
3
,
pp. 1215-1232
Persistent link: https://www.econbiz.de/10014382897
Saved in:
4
Machine learning approaches to testing institutional hypotheses : the case of Acemoglu, Johnson, and Robinson (2001)
Diallo, Boubacar
- In:
Empirical economics : a quarterly journal of the …
62
(
2022
)
5
,
pp. 2587-2600
Persistent link: https://www.econbiz.de/10013197346
Saved in:
5
Intrinsic decompositions in gold forecasting
Plakandaras, Vasilios
;
Ji, Qiang
- In:
Journal of commodity markets
28
(
2022
),
pp. 1-15
Persistent link: https://www.econbiz.de/10014335247
Saved in:
6
A practical support vector regression algorithm and kernel function for attritional general insurance loss estimation
Kwasa, Shadrack
;
Jones, Daniel
- In:
Annals of actuarial science : publ. by the Institute of …
15
(
2021
)
2
,
pp. 394-418
Persistent link: https://www.econbiz.de/10012593586
Saved in:
7
Price and volatility forecasting in electricity with support vector regression and random forest
Kara, Mahmut
;
Atici, Kazim Baris
;
Ulucan, Aydin
- In:
Applied operations research and financial modelling in …
,
(pp. 101-124)
.
2021
Persistent link: https://www.econbiz.de/10012660732
Saved in:
8
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
Saved in:
9
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
Saved in:
10
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
Saved in:
11
Feasible generalized least squares using support vector regression
Miller, Steve
;
Startz, Richard
- In:
Economics letters
175
(
2019
),
pp. 28-31
Persistent link: https://www.econbiz.de/10012121118
Saved in:
12
A hybrid regression model for water quality prediction
Chakraborty, Tanujit
;
Chakraborty, Ashis Kumar
; …
- In:
Opsearch : journal of the Operational Research Society …
56
(
2019
)
4
,
pp. 1167-1178
Persistent link: https://www.econbiz.de/10012126266
Saved in:
13
Exploring the suitability of support vector regression and radial basis function approximation to forecast sales of Fortune 500 companies
Evangelista, Vivian M.
;
Regis, Rommel G.
- In:
Advances in business and management forecasting
13
(
2019
),
pp. 3-23
Persistent link: https://www.econbiz.de/10012154869
Saved in:
14
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
Saved in:
15
Discussion of using unstructured and qualitative disclosures to explain accruals
Hobert, Gerard
- In:
Journal of accounting & economics
62
(
2016
)
2/3
,
pp. 228-233
Persistent link: https://www.econbiz.de/10011622189
Saved in:
16
An ICA-based support vector regression scheme for forecasting crude oil prices
Fan, Liwei
;
Pan, Sijia
;
Li, Zimin
;
Li, Huiping
- In:
Technological forecasting & social change : an …
112
(
2016
),
pp. 245-253
Persistent link: https://www.econbiz.de/10011612663
Saved in:
17
Real-time prediction of bus travel speeds using traffic shockwaves and machine learning algorithms
Julio, Nikolas
;
Giesen, Ricardo
;
Lizana, Pedro
- In:
Research in transportation economics
59
(
2016
),
pp. 250-257
Persistent link: https://www.econbiz.de/10011706897
Saved in:
18
Forecasting US unemployment with radial basis neural networks, Kalman filters and support vector regressions
Stasinakis, Charalampos
;
Sermpinis, Georgios
; …
- In:
Computational economics
47
(
2016
)
4
,
pp. 569-587
Persistent link: https://www.econbiz.de/10011712477
Saved in:
19
Economic growth prediction using optimized support vector machines
Emsia, Elmira
;
Coskuner, Cagay
- In:
Computational economics
48
(
2016
)
3
,
pp. 453-462
Persistent link: https://www.econbiz.de/10011712511
Saved in:
20
Prediction of cutting tool life based on Taguchi approach with fuzzy logic and support vector regression techniques
Gokulachandran, Jaganathan
;
Mohandas, K.
- In:
International journal of quality & reliability management
32
(
2015
)
3
,
pp. 270-290
Persistent link: https://www.econbiz.de/10010531017
Saved in:
21
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms : support vector regression forecast combinations
Sermpinis, Georgios
;
Stasinakis, Charalampos
; …
- In:
European journal of operational research : EJOR
247
(
2015
)
3
,
pp. 831-846
Persistent link: https://www.econbiz.de/10011386316
Saved in:
22
Volatility forecasting using support vector regression and a hybrid genetic algorithm
Santamaría-Bonfil, Guillermo
;
Frausto-Solís, Juan
; …
- In:
Computational economics
45
(
2015
)
1
,
pp. 111-133
Persistent link: https://www.econbiz.de/10010511334
Saved in:
23
Support vector regression for loss given default modelling
Yao, Xiao
;
Crook, Jonathan N.
;
Andreeva, Galina
- In:
European journal of operational research : EJOR
240
(
2015
)
2
,
pp. 528-538
Persistent link: https://www.econbiz.de/10010487012
Saved in:
24
Stochastic and genetic neural network combinations in trading and hybrid time-varying leverage effects
Sermpinis, Georgios
;
Stasinakis, Charalampos
;
Dunis, …
- In:
Journal of international financial markets, …
30
(
2014
),
pp. 21-54
Persistent link: https://www.econbiz.de/10011293055
Saved in:
25
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
Saved in:
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