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Management science : journal of the Institute for Operations Research and the Management Sciences
Journal of forecasting
Technological forecasting & social change : an international journal
149
Springer eBook Collection
128
NBER working paper series
123
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112
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1
Early prediction of Ibex 35 movements
García, I. Marta Miranda
;
Segovia-Vargas, María-Jesús
; …
- In:
Journal of forecasting
42
(
2023
)
5
,
pp. 1150-1166
Persistent link: https://www.econbiz.de/10014338829
Saved in:
2
Incentive-compatible forecasting competitions
Witkowski, Jens
;
Freeman, Rupert
;
Wortmann, Jennifer
; …
- In:
Management science : journal of the Institute for …
69
(
2023
)
3
,
pp. 1354-1374
Persistent link: https://www.econbiz.de/10014303724
Saved in:
3
Using explainable artificial intelligence to improve process quality : evidence from semiconductor manufacturing
Senoner, Julian
;
Netland, Torbjørn H.
;
Feuerriegel, Stefan
- In:
Management science : journal of the Institute for …
68
(
2022
)
8
,
pp. 5704-5723
Persistent link: https://www.econbiz.de/10013371026
Saved in:
4
Stock picking with machine learning
Wolff, Dominik
;
Echterling, Fabian
- In:
Journal of forecasting
43
(
2024
)
1
,
pp. 81-102
Persistent link: https://www.econbiz.de/10014443186
Saved in:
5
A classification application for using learning methods in bank costumer's portfolio churn
Simsek, Murat
;
Tas, Iclal Cetin
- In:
Journal of forecasting
43
(
2024
)
2
,
pp. 391-401
Persistent link: https://www.econbiz.de/10014475344
Saved in:
6
Predictive analytics and ship-then-shop subscription
Choi, W. Jason
;
Liu, Qihong
;
Shin, Jiwoong
- In:
Management science : journal of the Institute for …
70
(
2024
)
2
,
pp. 1012-1028
Persistent link: https://www.econbiz.de/10014513885
Saved in:
7
Forecasting and trading Bitcoin with machine learning techniques and a hybrid volatility/sentiment leverage
Wei, Mingzhe
;
Sermpinis, Georgios
;
Stasinakis, Charalampos
- In:
Journal of forecasting
42
(
2023
)
4
,
pp. 852-871
Persistent link: https://www.econbiz.de/10014292835
Saved in:
8
Building socially intelligent AI systems : evidence from the trust game using artificial agents with deep learning
Wu, Jason Xianghua
;
Wu, Yan
;
Chen, Kay-Yut
;
Hua, Lei
- In:
Management science : journal of the Institute for …
69
(
2023
)
12
,
pp. 7236-7252
Persistent link: https://www.econbiz.de/10014444106
Saved in:
9
Power grid operation optimization and forecasting using a combined forecasting system
Zhang, Lifang
;
Wang, Jianzhou
;
Liu, Zhenkun
- In:
Journal of forecasting
42
(
2023
)
1
,
pp. 124-153
Persistent link: https://www.econbiz.de/10013465771
Saved in:
10
Learning outside the classroom during a pandemic : evidence from an artificial intelligence-based education app
Ko, Ga Young
;
Shin, Donghyuk
;
Auh, Seigyoung
;
Lee, Yeonjung
- In:
Management science : journal of the Institute for …
69
(
2023
)
6
,
pp. 3616-3649
Persistent link: https://www.econbiz.de/10014305751
Saved in:
11
Trading cryptocurrencies using algorithmic average true range systems
Cohen, Gil
- In:
Journal of forecasting
42
(
2023
)
2
,
pp. 212-222
Persistent link: https://www.econbiz.de/10014292145
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12
Uncertainty and forecastability of regional output growth in the UK : evidence from machine learning
Balcilar, Mehmet
;
Gabauer, David
;
Gupta, Rangan
; …
- In:
Journal of forecasting
41
(
2022
)
6
,
pp. 1049-1064
Persistent link: https://www.econbiz.de/10013465678
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13
Subsampled factor models for asset pricing : the rise of Vasa
De Nard, Gianluca
;
Hediger, Simon
;
Leippold, Markus
- In:
Journal of forecasting
41
(
2022
)
6
,
pp. 1217-1247
Persistent link: https://www.econbiz.de/10013465694
Saved in:
14
Recession forecasting with high-dimensional data
Nevasalmi, Lauri
- In:
Journal of forecasting
41
(
2022
)
4
,
pp. 752-764
Persistent link: https://www.econbiz.de/10013287849
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15
Demand estimation using managerial responses to automated price recommendations
García, Daniel
;
Tolvanen, Juha
;
Wagner, Alexander K.
- In:
Management science : journal of the Institute for …
68
(
2022
)
11
,
pp. 7918-7939
Persistent link: https://www.econbiz.de/10014279448
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16
Big data financial transactions and GDP nowcasting : the case of Turkey
Barlas, Ali B.
;
Mert, Seda Guler
;
Isa, Berk Orkun
; …
- In:
Journal of forecasting
43
(
2024
)
2
,
pp. 227-248
Persistent link: https://www.econbiz.de/10014475297
Saved in:
17
How to detect and forecast corporate fraud by media reports? : an approach using machine learning and qualitative comparative analysis
Qiu, Shi
;
Luo, Yuansheng
- In:
Journal of forecasting
43
(
2024
)
1
,
pp. 58-80
Persistent link: https://www.econbiz.de/10014443185
Saved in:
18
Deep learning in asset pricing
Chen, Luyang
;
Pelger, Markus
;
Zhu, Jason
- In:
Management science : journal of the Institute for …
70
(
2024
)
2
,
pp. 714-750
Persistent link: https://www.econbiz.de/10014513601
Saved in:
19
Human and machine : the impact of machine input on decision making under cognitive limitations
Boyacı, Tamer
;
Canyakmaz, Caner
;
Véricourt, Francis de
- In:
Management science : journal of the Institute for …
70
(
2024
)
2
,
pp. 1258-1275
Persistent link: https://www.econbiz.de/10014513923
Saved in:
20
Preference elicitation for participatory dudgeting
Benadè, Gerdus
;
Nath, Swaprava
;
Procaccia, Ariel D.
; …
- In:
Management science : journal of the Institute for …
67
(
2021
)
5
,
pp. 2813-2827
Persistent link: https://www.econbiz.de/10012550018
Saved in:
21
Demand-aware career path recommendations : a reinforcement learning approach
Kokkodis, Marios
;
Ipeirotis, Panagiotis G.
- In:
Management science : journal of the Institute for …
67
(
2021
)
7
,
pp. 4362-4383
Persistent link: https://www.econbiz.de/10012624537
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22
Interpreting the prediction results of the tree-based gradient boosting models for financial distress prediction with an explainable machine learning approach
Liu, Jiaming
;
Li, Chengzhang
;
Ouyang, Peng
;
Liu, Jiajia
; …
- In:
Journal of forecasting
42
(
2023
)
5
,
pp. 1112-1137
Persistent link: https://www.econbiz.de/10014338816
Saved in:
23
Forecasting air quality index considering socioeconomic indicators and meteorological factors : a data granularity perspective
Wang, Chih-Hsuan
;
Chang, Chia-Rong
- In:
Journal of forecasting
42
(
2023
)
5
,
pp. 1261-1274
Persistent link: https://www.econbiz.de/10014338870
Saved in:
24
Does herding effect help forecast market volatility? : evidence from the Chinese stock market
Wang, Yide
;
Yu, Chao
;
Zhao, Xujie
- In:
Journal of forecasting
42
(
2023
)
5
,
pp. 1275-1290
Persistent link: https://www.econbiz.de/10014338876
Saved in:
25
Using a machine learning approach and big data to augment WASDE forecasts : empirical evidence from US corn yield
Roznik, Mitchell
;
Mishra, Ashok K.
;
Boyd, Milton
- In:
Journal of forecasting
42
(
2023
)
6
,
pp. 1370-1384
Persistent link: https://www.econbiz.de/10014338902
Saved in:
26
Fewer clicks, more purchases
Unal, Murat
;
Park, Young-Hoon
- In:
Management science : journal of the Institute for …
69
(
2023
)
12
,
pp. 7317-7334
Persistent link: https://www.econbiz.de/10014444131
Saved in:
27
Artificial intelligence : can seemingly collusive outcomes be avoided?
Abada, Ibrahim
;
Lambin, Xavier
- In:
Management science : journal of the Institute for …
69
(
2023
)
9
,
pp. 5042-5065
Persistent link: https://www.econbiz.de/10014392888
Saved in:
28
Forecasting nonperforming loans using machine learning
Abdullah, Mohammad
;
Chowdhury, Mohammad Ashraful Ferdous
; …
- In:
Journal of forecasting
42
(
2023
)
7
,
pp. 1664-1689
Persistent link: https://www.econbiz.de/10014432750
Saved in:
29
A review of artificial intelligence quality in forecasting asset prices
Barboza, Flavio Luiz de Moraes
;
Silva, Geraldo Nunes
; …
- In:
Journal of forecasting
42
(
2023
)
7
,
pp. 1708-1728
Persistent link: https://www.econbiz.de/10014432754
Saved in:
30
Uncertainty analysis-forecasting system based on decomposition-ensemble framework for PM2.5 concentration forecasting in China
Qu, Zongxi
;
Hao, Xiaogang
;
Zhao, Fazhen
;
Niu, Chunhua
- In:
Journal of forecasting
42
(
2023
)
8
,
pp. 2027-2044
Persistent link: https://www.econbiz.de/10014432836
Saved in:
31
Fama-French three versus five, which model is better? : a machine learning approach
Diallo, Boubacar
;
Bagudu, Aliyu
;
Zhang, Qi
- In:
Journal of forecasting
42
(
2023
)
6
,
pp. 1461-1475
Persistent link: https://www.econbiz.de/10014338932
Saved in:
32
Meta-learning how to forecast time series
Talagala, Thiyanga S.
;
Hyndman, Rob J.
;
Athanasopoulos, …
- In:
Journal of forecasting
42
(
2023
)
6
,
pp. 1476-1501
Persistent link: https://www.econbiz.de/10014338938
Saved in:
33
Measuring founding strategy
Guzman, Jorge
;
Li, Aishen
- In:
Management science : journal of the Institute for …
69
(
2023
)
1
,
pp. 101-118
Persistent link: https://www.econbiz.de/10014288444
Saved in:
34
Algorithmic transparency with strategic users
Wang, Qiaochu
;
Huang, Yan
;
Jasin, Stefanus
;
Singh, Param Vir
- In:
Management science : journal of the Institute for …
69
(
2023
)
4
,
pp. 2297-2317
Persistent link: https://www.econbiz.de/10014305405
Saved in:
35
Uncovering synergy and dysergy in consumer reviews : a machine learning approach
Zhang, Zelin
;
Yang, Kejia
;
Zhang, Jonathan Z.
; …
- In:
Management science : journal of the Institute for …
69
(
2023
)
4
,
pp. 2339-2360
Persistent link: https://www.econbiz.de/10014305408
Saved in:
36
Machine learning vs. economic restrictions : evidence from stock return predictability
Avramov, Doron
;
Cheng, Si
;
Metzker, Lior
- In:
Management science : journal of the Institute for …
69
(
2023
)
5
,
pp. 2587-2619
Persistent link: https://www.econbiz.de/10014305426
Saved in:
37
The effect of environment on housing prices : evidence from the Google Street View
Wang, Guan-Yuan
- In:
Journal of forecasting
42
(
2023
)
2
,
pp. 288-311
Persistent link: https://www.econbiz.de/10014292163
Saved in:
38
Application of machine learning techniques to predict entrepreneurial firm valuation
Zhang, Ruling
;
Tian, Zengrui
;
McCarthy, Killian J.
; …
- In:
Journal of forecasting
42
(
2023
)
2
,
pp. 402-417
Persistent link: https://www.econbiz.de/10014292190
Saved in:
39
Jump forecasting in foreign exchange markets : a high-frequency analysis
Uzun, Sevcan
;
Sensoy, Ahmet
;
Nguyen, Duc Khuong
- In:
Journal of forecasting
42
(
2023
)
3
,
pp. 578-624
Persistent link: https://www.econbiz.de/10014292217
Saved in:
40
Forecasting sovereign risk in the euro area via machine learning
Belly, Guillaume
;
Boeckelmann, Lukas
;
Caicedo Graciano, …
- In:
Journal of forecasting
42
(
2023
)
3
,
pp. 657-684
Persistent link: https://www.econbiz.de/10014292224
Saved in:
41
Smart "predict, then optimize"
Elmachtoub, Adam N.
;
Grigas, Paul
- In:
Management science : journal of the Institute for …
68
(
2022
)
1
,
pp. 9-26
Persistent link: https://www.econbiz.de/10012821003
Saved in:
42
Forecasting carbon price using a multi-objective least squares support vector machine with mixture kernels
Zhu, Bangzhu
;
Ye, Shunxin
;
Wang, Ping
;
Chevallier, Julien
; …
- In:
Journal of forecasting
41
(
2022
)
1
,
pp. 100-117
Persistent link: https://www.econbiz.de/10012796273
Saved in:
43
Forecasting unemployment in the euro area with machine learning
Gkonkas, Periklēs
;
Papadimitriou, Theophilos
; …
- In:
Journal of forecasting
41
(
2022
)
3
,
pp. 551-566
Persistent link: https://www.econbiz.de/10013166160
Saved in:
44
Anticipating financial distress of high-tech startups in the European Union : a machine learning approach for imbalanced samples
Liu, Yang
;
Zeng, Qingguo
;
Li, Bobo
;
Ma, Lili
; …
- In:
Journal of forecasting
41
(
2022
)
6
,
pp. 1131-1155
Persistent link: https://www.econbiz.de/10013465685
Saved in:
45
A comparative study of combining tree-based feature selection methods and classifiers in personal loan default prediction
Guo, Weidong
;
Zhou, Zach Zhizhong
- In:
Journal of forecasting
41
(
2022
)
6
,
pp. 1248-1313
Persistent link: https://www.econbiz.de/10013465695
Saved in:
46
Predicting earnings management through machine learning ensemble classifiers
Hammami, Ahmad
;
Zadeh, Mohammad Hendijani
- In:
Journal of forecasting
41
(
2022
)
8
,
pp. 1639-1660
Persistent link: https://www.econbiz.de/10013465733
Saved in:
47
Scaled PCA : a new approach to dimension reduction
Huang, Dashan
;
Jiang, Fuwei
;
Li, Kunpeng
;
Tong, Guoshi
; …
- In:
Management science : journal of the Institute for …
68
(
2022
)
3
,
pp. 1678-1695
Persistent link: https://www.econbiz.de/10013260016
Saved in:
48
Predicting financial crises with machine learning methods
Liu, Lanbiao
;
Chen, Chen
;
Wang, Bo
- In:
Journal of forecasting
41
(
2022
)
5
,
pp. 871-910
Persistent link: https://www.econbiz.de/10013287882
Saved in:
49
Cryptocurrency exchanges : predicting which markets will remain active
Milunovich, George
;
Lee, Seung Ah
- In:
Journal of forecasting
41
(
2022
)
5
,
pp. 945-955
Persistent link: https://www.econbiz.de/10013287889
Saved in:
50
An instrumental variable forest approach for detecting heterogeneous treatment effects in observational studies
Wang, Guihua
;
Li, Jun
;
Hopp, Wallace J.
- In:
Management science : journal of the Institute for …
68
(
2022
)
5
,
pp. 3399-3418
Persistent link: https://www.econbiz.de/10013368663
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