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Advances in business and management forecasting
International journal of production research
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202
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1
A contract portfolio perspective on the role of customer order lead times in demand fulfilment processes with supply shortage
Seitz, Alexander
;
Akkerman, Renzo
;
Grunow, Martin
- In:
International journal of production research
60
(
2022
)
12
,
pp. 3792-3808
Persistent link: https://www.econbiz.de/10013499300
Saved in:
2
A machine learning approach for predicting hidden links in supply chain with graph neural networks
Kosasih, Edward Elson
;
Brintrup, Alexandra
- In:
International journal of production research
60
(
2022
)
17
,
pp. 5380-5393
Persistent link: https://www.econbiz.de/10013500720
Saved in:
3
Data-driven risk-averse newsvendor problems : developing the CVaR criteria and support vector machines
Chen, Zhen-Yu
- In:
International journal of production research
62
(
2024
)
4
,
pp. 1221-1238
Persistent link: https://www.econbiz.de/10014458529
Saved in:
4
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches
Kosasih, Edward Elson
;
Papadakis, Emmanuel
;
Baryannis, …
- In:
International journal of production research
62
(
2024
)
4
,
pp. 1510-1540
Persistent link: https://www.econbiz.de/10014458567
Saved in:
5
Order release planning with predictive lead times : a machine learning approach
Schneckenreither, Manuel
;
Haeussler, Stefan
;
Gerhold, …
- In:
International journal of production research
59
(
2021
)
11
,
pp. 3285-3303
Persistent link: https://www.econbiz.de/10012589150
Saved in:
6
Robust modelling and prediction of the COVID-19 pandemic in Canada
Khalilpourazari, Soheyl
;
Doulabi, Hossein Hashemi
- In:
International journal of production research
61
(
2023
)
24
,
pp. 8367-8383
Persistent link: https://www.econbiz.de/10014454444
Saved in:
7
Demand forecasts with judgement bias in a newsvendor problem
Zheng, Yini
;
Fu, Qi
;
Li, Juan
;
Zhang, Lianmin
- In:
International journal of production research
61
(
2023
)
16
,
pp. 5468-5482
Persistent link: https://www.econbiz.de/10014382314
Saved in:
8
An improved event-triggered predictive control for capacity adjustment in reconfigurable job-shops
Zhang, Qiang
;
Liu, Ping
;
Chen, Yu
;
Deng, Quan
;
Pannek, …
- In:
International journal of production research
61
(
2023
)
17
,
pp. 5974-5991
Persistent link: https://www.econbiz.de/10014382676
Saved in:
9
Predictive models in digital manufacturing : research, applications, and future outlook
Kusiak, Andrew
- In:
International journal of production research
61
(
2023
)
17
,
pp. 6052-6062
Persistent link: https://www.econbiz.de/10014382694
Saved in:
10
Integrated demand forecasting and planning model for repairable spare part : an empirical investigation
Babaveisi, Vahid
;
Teimoury, Ebrahim
;
Gholamian, …
- In:
International journal of production research
61
(
2023
)
20
,
pp. 6791-6807
Persistent link: https://www.econbiz.de/10014383256
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11
Human-centric artificial intelligence architecture for industry 5.0 applications
Rožanec, Jože M.
;
Novalija, Inna
;
Zajec, Patrik
; …
- In:
International journal of production research
61
(
2023
)
20
,
pp. 6847-6872
Persistent link: https://www.econbiz.de/10014383261
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12
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
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13
A transfer learning CNN-LSTM network-based production progress prediction approach in IIoT-enabled manufacturing
Liu, Changchun
;
Zhu, Haihua
;
Tang, Dunbing
;
Nie, Qingwei
; …
- In:
International journal of production research
61
(
2023
)
12
,
pp. 4045-4068
Persistent link: https://www.econbiz.de/10014372844
Saved in:
14
An advanced order batching approach for automated sequential auctions with forecasting and postponement
Kong, Xiang T. R.
;
Zhu, Miaohui
;
Liu, Yu
;
Qin, Kaida
; …
- In:
International journal of production research
61
(
2023
)
12
,
pp. 4180-4195
Persistent link: https://www.econbiz.de/10014372876
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15
Managing demand volatility of pharmaceutical products in times of disruption through news sentiment analysis
Nguyen, Angie
;
Pellerin, Robert
;
Lamouri, Samir
; …
- In:
International journal of production research
61
(
2023
)
9
,
pp. 2829-2840
Persistent link: https://www.econbiz.de/10014323532
Saved in:
16
Improving forecasting by subsampling seasonal time series
Li, Xixi
;
Petropoulos, Fotios
;
Kang, Yanfei
- In:
International journal of production research
61
(
2023
)
3
,
pp. 976-992
Persistent link: https://www.econbiz.de/10014226874
Saved in:
17
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process
Liu, Changqing
;
Li, Yingguang
;
Huang, Chong
;
Zhao, Yujie
; …
- In:
International journal of production research
61
(
2023
)
4
,
pp. 1114-1128
Persistent link: https://www.econbiz.de/10014226950
Saved in:
18
Exponential smoothing forecasts : taming the bullwhip effect when demand is seasonal
Udenio, Maximiliano
;
Vatamidou, Eleni
;
Fransoo, Jan C.
- In:
International journal of production research
61
(
2023
)
6
,
pp. 1796-1813
Persistent link: https://www.econbiz.de/10014230486
Saved in:
19
The value of point of sales information in upstream supply chain forecasting : an empirical investigation
Abolghasemi, Mahdi
;
Rostami-Tabar, Bahman
;
Syntetos, Aris
- In:
International journal of production research
61
(
2023
)
7
,
pp. 2162-2177
Persistent link: https://www.econbiz.de/10014230739
Saved in:
20
A literature review on robust and real-time models for cross-docking
Torbali, Bilge
;
Alpan, Gülgün
- In:
International journal of production research
61
(
2023
)
7
,
pp. 2372-2401
Persistent link: https://www.econbiz.de/10014230807
Saved in:
21
Forecasting the impact of epidemic outbreaks on the supply chain : modelling asymptomatic cases of the COVID-19 pandemic
Jha, Pradeep K.
;
Ghorai, Suvadip
;
Jha, Rakhi
;
Datt, Rajul
; …
- In:
International journal of production research
61
(
2023
)
8
,
pp. 2670-2695
Persistent link: https://www.econbiz.de/10014231114
Saved in:
22
Product backorder prediction using deep neural network on imbalanced data
Shajalal, Md
;
Hájek, Petr
;
Abedin, Mohammad Zoynul
- In:
International journal of production research
61
(
2023
)
1
,
pp. 302-319
Persistent link: https://www.econbiz.de/10013530905
Saved in:
23
An integrated spatial-temporal neural network for proactive throughput bottleneck prediction in high-variety shops with complex job routings
Ma, Lin
;
Qu, Ting
;
Thürer, Matthias
;
Wang, Zaoqi
; …
- In:
International journal of production research
61
(
2023
)
13
,
pp. 4437-4449
Persistent link: https://www.econbiz.de/10014381543
Saved in:
24
A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing
Li, Yixin
;
Hu, Fu
;
Liu, Ying
;
Ryan, Michael
;
Wang, Ray
- In:
International journal of production research
61
(
2023
)
13
,
pp. 4525-4547
Persistent link: https://www.econbiz.de/10014381566
Saved in:
25
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:
26
A hybrid ensemble learning-based prediction model to minimise delay in air cargo transport using bagging and stacking
Sahoo, Rosalin
;
Pasayat, Ajit Kumar
;
Bhowmick, Bhaskar
; …
- In:
International journal of production research
60
(
2022
)
2
,
pp. 644-660
Persistent link: https://www.econbiz.de/10012873196
Saved in:
27
Predictive vehicle dispatching method for overhead hoist transport systems in semiconductor fabs
Wan, Jiansong
;
Shin, Hayong
- In:
International journal of production research
60
(
2022
)
10
,
pp. 3063-3077
Persistent link: https://www.econbiz.de/10013499081
Saved in:
28
A multisource domain adaptation method for quality prediction in small-batch production systems
Li, Dengyu
;
Wang, Kaibo
- In:
International journal of production research
60
(
2022
)
20
,
pp. 6268-6281
Persistent link: https://www.econbiz.de/10013501038
Saved in:
29
Data-driven modelling, analysis and improvement of multistage production systems with predictive maintenance and product quality
Cui, Peng-Hao
;
Wang, Jun-Qiang
;
Li, Yang
- In:
International journal of production research
60
(
2022
)
22
,
pp. 6848-6865
Persistent link: https://www.econbiz.de/10013501129
Saved in:
30
Multi-dimensional spatiotemporal demand forecasting and service vehicle dispatching for online car-hailing platforms
Guo, Yuhan
;
Zhang, Yu
;
Boulaksil, Youssef
;
Tian, Ning
- In:
International journal of production research
60
(
2022
)
6
,
pp. 1832-1853
Persistent link: https://www.econbiz.de/10013375254
Saved in:
31
Forecasting hierarchical time series in supply chains : an empirical investigation
Mircetic, Dejan
;
Rostami-Tabar, Bahman
;
Nikolicic, Svetlana
- In:
International journal of production research
60
(
2022
)
8
,
pp. 2514-2533
Persistent link: https://www.econbiz.de/10013375408
Saved in:
32
Tool condition monitoring framework for predictive maintenance : a case study on milling process
Traini, Emiliano
;
Bruno, Giulia
;
Lombardi, Franco
- In:
International journal of production research
59
(
2021
)
23
,
pp. 7179-7193
Persistent link: https://www.econbiz.de/10012697486
Saved in:
33
Predicting production-output performance within a complex business environment : from singular to multi-dimensional observations in evaluation
Liu, Henry J.
;
Love, Peter
;
Ma, Le
;
Sing, Chun Pong
- In:
International journal of production research
59
(
2021
)
24
,
pp. 7390-7399
Persistent link: https://www.econbiz.de/10012697529
Saved in:
34
Intermittent demand forecasting for spare parts in the heavy-duty vehicle industry : a support vector machine model
Jiang, Peng
;
Huang, Yibin
;
Liu, Xiao
- In:
International journal of production research
59
(
2021
)
24
,
pp. 7423-7440
Persistent link: https://www.econbiz.de/10012697535
Saved in:
35
Machine learning for demand forecasting in the physical internet : a case study of agricultural products in Thailand
Kantasa-ard, Anirut
;
Nouiri, Maroua
;
Bekrar, Abdelghani
; …
- In:
International journal of production research
59
(
2021
)
24
,
pp. 7491-7515
Persistent link: https://www.econbiz.de/10012697551
Saved in:
36
Multi-faceted modelling for strip breakage in cold rolling using machine learning
Chen, Zheyuan
;
Liu, Ying
;
Valera-Medina, Agustin
; …
- In:
International journal of production research
59
(
2021
)
21
,
pp. 6347-6360
Persistent link: https://www.econbiz.de/10012652739
Saved in:
37
A total sales forecasting method for a new short life-cycle product in the pre-market period based on an improved evidence theory : application to the film industry
Tang, Zhongjun
;
Dong, Shunpeng
- In:
International journal of production research
59
(
2021
)
22
,
pp. 6776-6790
Persistent link: https://www.econbiz.de/10012652812
Saved in:
38
A non-conformance rate prediction method supported by machine learning and ontology in reducing underproduction cost and overproduction cost
Ji, Bongjun
;
Ameri, Farhad
;
Cho, Hyunbo
- In:
International journal of production research
59
(
2021
)
16
,
pp. 5011-5031
Persistent link: https://www.econbiz.de/10012625750
Saved in:
39
Prediction of vehicle-cargo matching probability based on dynamic Bayesian network
Deng, Jianxin
;
Zhang, Haiping
;
Wei, Shifeng
- In:
International journal of production research
59
(
2021
)
17
,
pp. 5164-5178
Persistent link: https://www.econbiz.de/10012625798
Saved in:
40
Prediction accuracy of sales surprise for inventory turnover
Sano, Hiroki
;
Yamada, Kazuo
- In:
International journal of production research
59
(
2021
)
17
,
pp. 5337-5351
Persistent link: https://www.econbiz.de/10012625865
Saved in:
41
The predictive power of investor sentiment on US equity market performance
Steeves, Matthew
;
Nguyen, Son
;
Quinn, John T.
;
Olinsky, Alan
- In:
Advances in business and management forecasting
14
(
2021
),
pp. 3-21
Persistent link: https://www.econbiz.de/10014291639
Saved in:
42
Forecasting seasonal products : a case of ice-cream sales
Trakroo, Divyanshi
- In:
Advances in business and management forecasting
14
(
2021
),
pp. 23-27
Persistent link: https://www.econbiz.de/10014291653
Saved in:
43
Effects of resampling techniques on imbalanced data classification : a new under-resampling method
Nguyen, Son
;
Schumacher, Phyllis
;
Olinsky, Alan
;
Quinn, John
- In:
Advances in business and management forecasting
14
(
2021
),
pp. 51-70
Persistent link: https://www.econbiz.de/10014291699
Saved in:
44
Development of a method to improve statistical forecasts using interpolation and cluster analysis
Klimberg, Ron
;
Ratick, Samuel
- In:
Advances in business and management forecasting
14
(
2021
),
pp. 71-85
Persistent link: https://www.econbiz.de/10014291706
Saved in:
45
Competing forecasting techniques produces different optimal solutions based on the product
Stanton, John L.
;
Baglione, Stephen L.
- In:
Advances in business and management forecasting
14
(
2021
),
pp. 101-115
Persistent link: https://www.econbiz.de/10014291892
Saved in:
46
Using simulation-based system dynamics and genetic algorithms to reduce the cash flow bullwhip in the supply chain
Badakhshan, Ehsan
;
Humphreys, Paul
;
Maguire, Liam
; …
- In:
International journal of production research
58
(
2020
)
17
,
pp. 5253-5279
Persistent link: https://www.econbiz.de/10012266154
Saved in:
47
Cascade neural network algorithm with analytical connection weights determination for modelling operations and energy applications
Wang, Zhengxu
;
Khan, Waqar Ahmed
;
Ma, Hoi-Lam
;
Wen, Xin
- In:
International journal of production research
58
(
2020
)
23
,
pp. 7094-7111
Persistent link: https://www.econbiz.de/10012315579
Saved in:
48
State-space ARIMA for supply-chain forecasting
Svetunkov, Ivan
;
Boylan, John E.
- In:
International journal of production research
58
(
2020
)
3
,
pp. 818-827
Persistent link: https://www.econbiz.de/10012194000
Saved in:
49
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
Saved in:
50
Big data driven jobs remaining time prediction in discrete manufacturing system : a deep learning-based approach
Fang, Weiguang
;
Guo, Yu
;
Liao, Wenhe
;
Ramani, Karthik
; …
- In:
International journal of production research
58
(
2020
)
9
,
pp. 2751-2766
Persistent link: https://www.econbiz.de/10012265268
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