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~isPartOf:"International journal of forecasting"
~isPartOf:"Risks : open access journal"
~subject:"Forecasting"
~subject:"Künstliche Intelligenz"
~type:"article"
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Forecasting
Künstliche Intelligenz
Forecasting model
1,650
Prognoseverfahren
1,650
Theorie
778
Theory
778
Time series analysis
460
Zeitreihenanalyse
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Forecast
316
Prognose
309
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Marcellino, Massimiliano
4
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Rubaszek, Michał
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Sbrana, Giacomo
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Silvestrini, Andrea
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2
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2
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Ravazzolo, Francesco
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Rostami-Tabar, Bahman
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International journal of forecasting
Risks : open access journal
European journal of operational research : EJOR
99
Technological forecasting & social change : an international journal
58
Energy economics
57
Economic modelling
47
International Journal of Energy Economics and Policy : IJEEP
39
Computational economics
37
International journal of production economics
37
Journal of econometrics
36
Finance research letters
34
International review of financial analysis
33
Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria
30
Journal of forecasting
30
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association
29
Economics letters
23
International journal of production research
22
Journal of empirical finance
21
Research in international business and finance
19
The North American journal of economics and finance : a journal of financial economics studies
19
Decision analytics journal
17
Journal of banking & finance
17
Journal of risk and financial management : JRFM
17
Empirical economics : a quarterly journal of the Institute for Advanced Studies
16
Financial innovation : FIN
15
International review of economics & finance : IREF
15
Journal of business research : JBR
15
Computers & operations research : and their applications to problems of world concern ; an international journal
13
Journal of international money and finance
13
Applied economics letters
12
Management science : journal of the Institute for Operations Research and the Management Sciences
12
Omega : the international journal of management science
12
The Journal of finance and data science : JFDS
12
IEEE transactions on engineering management : EM
11
Journal of modelling in management
11
Journal of the Operational Research Society
11
Quantitative finance
11
Health care management science : a new journal serving the international health care management community
10
International journal of business information systems : IJBIS
10
Journal of air transport management
10
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ECONIS (ZBW)
195
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1
Evaluating the effectiveness of modern forecasting models in predicting commodity futures prices in volatile economic times
Vancsura, László
;
Tatay, Tibor
;
Bareith, Tibor
- In:
Risks : open access journal
11
(
2023
)
2
,
pp. 1-16
The paper seeks to answer the question of how price forecasting can contribute to which techniques gives the most accurate results in the futures commodity market. A total of two families of models (decision trees, artificial intelligence) were used to produce estimates for 2018 and 2022 for 21-...
Persistent link: https://www.econbiz.de/10014233184
Saved in:
2
Advancing the use of deep learning in loss reserving : a Generalized DeepTriangle approach
Feng, Yining
;
Li, Shuanming
- In:
Risks : open access journal
12
(
2024
)
1
,
pp. 1-14
This paper proposes a generalized deep learning approach for predicting claims developments for non-life insurance reserving. The generalized approach offers more flexibility and accuracy in solving actuarial reserving problems. It predicts claims outstanding weighted by exposure instead of loss...
Persistent link: https://www.econbiz.de/10014480914
Saved in:
3
A generalized linear model and machine learning approach for predicting the frequency and severity of cargo insurance in Thailand's border trade context
Praiya Panjee
;
Sataporn Amornsawadwatana
- In:
Risks : open access journal
12
(
2024
)
2
,
pp. 1-33
insurance companies to enhance risk assessment processes, set suitable premiums, manage reserves, and accurately
forecast
claim …
Persistent link: https://www.econbiz.de/10014497395
Saved in:
4
Short-term forecasting of the coronavirus pandemic
Doornik, Jurgen A.
;
Castle, Jennifer
;
Hendry, David F.
- In:
International journal of forecasting
38
(
2022
)
2
,
pp. 453-466
Persistent link: https://www.econbiz.de/10013348597
Saved in:
5
Machine learning in forecasting motor insurance claims
Poufinas, Thomas
;
Gkonkas, Periklēs
;
Papadimitiou, …
- In:
Risks : open access journal
11
(
2023
)
9
,
pp. 1-19
Vector Machines-SVM, Decision Trees, Random Forests, and Boosting) to
forecast
the average (mean) insurance claim per insured …
Persistent link: https://www.econbiz.de/10014375275
Saved in:
6
Optimizing pension participation in Kenya through predictive modeling : a comparative analysis of tree-based machine learning algorithms and logistic regression classifier
Yego, Nelson Kemboi
;
Kasozi, Juma
;
Nkurunziza, Joseph
- In:
Risks : open access journal
11
(
2023
)
4
,
pp. 1-21
Pension plans play a vital role in the economy by impacting savings, consumption, and investment allocation. Despite declining mortality rates and increasing life expectancy, pension enrollment remains low, affecting the long-term financial stability and well-being of populations. To address...
Persistent link: https://www.econbiz.de/10014303858
Saved in:
7
Recent advances in intra-hour solar forecasting : a review of ground-based sky image methods
Lin, Fan
;
Zhang, Yao
;
Wang, Jianxue
- In:
International journal of forecasting
39
(
2023
)
1
,
pp. 244-265
Persistent link: https://www.econbiz.de/10014462778
Saved in:
8
Does the Phillips curve help to
forecast
euro area inflation?
Bańbura, Marta
;
Bobeica, Elena
- In:
International journal of forecasting
39
(
2023
)
1
,
pp. 364-390
Persistent link: https://www.econbiz.de/10014462787
Saved in:
9
The power of text-based indicators in forecasting Italian economic activity
Aprigliano, Valentina
;
Emiliozzi, Simone
;
Guaitoli, Gabriele
- In:
International journal of forecasting
39
(
2023
)
2
,
pp. 791-808
Persistent link: https://www.econbiz.de/10014465148
Saved in:
10
Nowcasting GDP with a pool of factor models and a fast estimation algorithm
Eraslan, Sercan
;
Schröder, Maximilian
- In:
International journal of forecasting
39
(
2023
)
3
,
pp. 1460-1476
Persistent link: https://www.econbiz.de/10014465295
Saved in:
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