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~person:"Babai, M. Zied"
~person:"Monte, Enric"
~person:"Petropoulos, Fotios"
~subject:"Forecasting model"
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Forecasting model
Demand
38
Nachfrage
38
Prognoseverfahren
30
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28
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28
Inventory model
18
Lagerhaltungsmodell
18
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11
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Babai, M. Zied
Monte, Enric
Petropoulos, Fotios
Song, Haiyan
31
Li, Gang
14
Syntetos, Aris A.
13
Witt, Stephen F.
12
Boylan, John E.
11
Kourentzes, Nikolaos
11
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8
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7
Teunter, Ruud H.
7
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6
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5
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5
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5
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4
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International journal of production economics
8
European journal of operational research : EJOR
5
International journal of production research
4
Journal of the Operational Research Society : OR
3
Applied economics letters
1
IMA journal of management mathematics
1
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1
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1
Omega : the international journal of management science
1
Regional Quantitative Analysis Research Group (AQR) Working Paper 2013/13
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1
To aggregate or not to aggregate : forecasting of finite autocorrelated demand
Rostami-Tabar, Bahman
;
Babai, M. Zied
;
Syntetos, Aris A.
- In:
Journal of the Operational Research Society
74
(
2023
)
8
,
pp. 1840-1859
Persistent link: https://www.econbiz.de/10014336347
Saved in:
2
Combining probabilistic forecasts of intermittent demand
Wang, Shengjie
;
Kang, Yanfei
;
Petropoulos, Fotios
- In:
European journal of operational research : EJOR
315
(
2024
)
3
,
pp. 1038-1048
Persistent link: https://www.econbiz.de/10014566066
Saved in:
3
Feature-based intermittent demand forecast combinations : accuracy and inventory implications
Li, Li
;
Kang, Yanfei
;
Petropoulos, Fotios
;
Li, Feng
- In:
International journal of production research
61
(
2023
)
22
,
pp. 7557-7572
Persistent link: https://www.econbiz.de/10014383405
Saved in:
4
Basket data-driven approach for omnichannel demand forecasting
Omar, Haytham
;
Klibi, Walid
;
Babai, M. Zied
;
Ducq, Yves
- In:
International journal of production economics
257
(
2023
),
pp. 1-18
Persistent link: https://www.econbiz.de/10014249513
Saved in:
5
Demand forecasting in supply chains : a review of aggregation and hierarchical approaches
Babai, M. Zied
;
Boylan, John E.
;
Rostami-Tabar, Bahman
- In:
International journal of production research
60
(
2022
)
1
,
pp. 324-348
Persistent link: https://www.econbiz.de/10012873142
Saved in:
6
Forecasting of lead-time demand variance : implications for safety stock calculations
Babai, M. Zied
;
Yong, Dai
;
Li, Qinyun
;
Syntetos, Aris
; …
- In:
European journal of operational research : EJOR
296
(
2022
)
3
,
pp. 846-861
Persistent link: https://www.econbiz.de/10013254311
Saved in:
7
Estimating the cumulative distribution function of lead-time demand using bootstrapping with and without replacement
Boylan, John E.
;
Babai, M. Zied
- In:
International journal of production economics
252
(
2022
),
pp. 1-13
Persistent link: https://www.econbiz.de/10013434179
Saved in:
8
A compound-Poisson Bayesian approach for spare parts inventory forecasting
Babai, M. Zied
;
Chen, Huijing
;
Syntetos, A. A.
;
Lengu, D.
- In:
International journal of production economics
232
(
2021
),
pp. 1-14
Persistent link: https://www.econbiz.de/10012495564
Saved in:
9
Regional Tourism Demand Forecasting with Machine Learning Models : Gaussian Process Regression vs. Neural Network Models in a Multiple-Input Multiple-Output Setting
Claveria, Oscar
-
2017
This study presents a multiple-input multiple-output (MIMO) approach for multi-step-ahead time series prediction with a Gaussian process regression (GPR) model. We assess the forecasting performance of the GPR model with respect to several neural network architectures. The MIMO setting allows...
Persistent link: https://www.econbiz.de/10012959523
Saved in:
10
On the empirical performance of some new neural network methods for forecasting intermittent demand
Babai, M. Zied
;
Tsadiras, A.
;
Papadopoulos, C.
- In:
IMA journal of management mathematics
31
(
2020
)
3
,
pp. 281-305
Persistent link: https://www.econbiz.de/10012258678
Saved in:
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