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Electricity Price Forecasting in New Zealand : A Comparative Analysis of Statistical and Machine Learning Models with Feature Selection
Kapoor, Gaurav
;
Wichitaksorn, Nuttanan
-
2023
In this study, we present an empirical comparison of statistical models and machine learning models for daily electricity price forecasting in the New Zealand electricity market. We demonstrate the effectiveness of GARCH and SV models and their t-distribution variants when paired with feature...
Persistent link: https://www.econbiz.de/10014354158
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2
Anthropomorphism in AI-enabled technology : a literature review
Li, Mengjun
;
Suh, Ayoung
- In:
Electronic markets : EM ; the international journal of …
32
(
2022
)
4
,
pp. 2245-2275
Persistent link: https://www.econbiz.de/10013556718
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3
What affects the price of Bitcoin? : Evidence from game theory and machine learning
Li, Mingchen
;
Lin, Wencan
;
Wei, Yunjie
;
Wang, Shouyang
; …
- In:
Applied economics letters
32
(
2025
)
6
,
pp. 770-774
Persistent link: https://www.econbiz.de/10015329796
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4
Physician adoption of AI assistant
Hou, Ting
;
Li, Meng
;
Tan, Yinliang
;
Zhao, Huazhong
- In:
Manufacturing & service operations management : M & SOM
26
(
2024
)
5
,
pp. 1639-1655
Persistent link: https://www.econbiz.de/10015132977
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5
AI in business research
Cao, Zhi
;
Li, Meng
;
Pavlou, Paul A.
- In:
Decision sciences
55
(
2024
)
6
,
pp. 518-532
Persistent link: https://www.econbiz.de/10015371973
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6
Decomposition methods for tourism demand forecasting : a comparative study
Zhang, Chengyuan
;
Li, Mingchen
;
Sun, Shaolong
;
Tang, Ling
; …
- In:
Journal of travel research : a quarterly publication of …
61
(
2022
)
7
,
pp. 1682-1699
Persistent link: https://www.econbiz.de/10013390876
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7
What can be learned from the historical trend of crude oil prices? : an ensemble approach for crude oil price forecasting
Li, Mingchen
;
Cheng, Zishu
;
Lin, Wencan
;
Wei, Yunjie
; …
- In:
Energy economics
123
(
2023
),
pp. 1-17
Persistent link: https://www.econbiz.de/10014476450
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8
Interpretable high-stakes decision support system for credit default forecasting
Sun, Weixin
;
Zhang, Xuantao
;
Li, Minghao
;
Wang, Yong
- In:
Technological forecasting & social change : an …
196
(
2023
),
pp. 1-15
Persistent link: https://www.econbiz.de/10014476942
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9
Collaborative emergency decision-making : a framework for deep learning with social media data
Qin, Jindong
;
Li, Minxuan
;
Wang, Xiaojun
;
Pedrycz, Witold
- In:
International journal of production economics
267
(
2024
),
pp. 1-18
Persistent link: https://www.econbiz.de/10014460503
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10
Ethical requirements in job advertisements : a deep learning approach
Liu, Rong
;
Li, Ming
;
Sin, Sherry
;
Tan, Michael
- In:
European management review : EMR
21
(
2024
)
1
,
pp. 134-149
Persistent link: https://www.econbiz.de/10014530892
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