1.Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting

Niu, T, Wang, JZ, Lu     More...

Niu, T, Wang, JZ, Lu, HY, Yang, WD, Du, P     Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2020, Volume 148,

收錄情况： WOS SCOPUS

WOS核心合集引用: 91  2023影響因子:  7.5  发表年影響因子:  6.954 

2.Research on a Novel Combination System on the Basis of Deep Learning and Swarm Intelligence Optimization Algorithm for Wind Speed Forecasting

He, XH, Nie, Y, Guo,     More...

He, XH, Nie, Y, Guo, HL, Wang, JZ     Less

IEEE ACCESS[2169-3536], Published 2020, Volume 8, Pages 51482-51499

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WOS核心合集引用: 28  2023影響因子:  3.4  发表年影響因子:  3.367 

3.A Learning System Integrating Temporal Convolution and Deep Learning for Predictive Modeling of Crude Oil Price

Niu, T, Wang, JZ, Lu     More...

Niu, T, Wang, JZ, Lu, HY, Yang, WD, Du, P     Less

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[1551-3203], Published 2021, Volume 17, Issue 7, Pages 4602-4612

收錄情况： WOS SCOPUS

WOS核心合集引用: 23  2023影響因子:  11.7  发表年影響因子:  11.648 

4.A novel ensemble probabilistic forecasting system for uncertainty in wind speed

Wang, JZ, Wang, S, Z     More...

Wang, JZ, Wang, S, Zeng, B, Lu, HY     Less

APPLIED ENERGY[0306-2619], Published 2022, Volume 313,

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WOS核心合集引用: 70  2023影響因子:  10.1  发表年影響因子:  11.2 

5.Novel deterministic and probabilistic combined system based on deep learning and self-improved optimization algorithm for wind speed forecasting

Lv, Mengzheng, Niu,     More...

Lv, Mengzheng, Niu, Xinsong, Li, Jing, Wang, Jianzhou     Less

Sustainable Energy Technologies and Assessments[2213-1388], Published 2022, Volume 52,

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WOS核心合集引用: 25  2023影響因子:  7.1  发表年影響因子:  8.0 

6.WPFSAD: Wind Power Forecasting System Integrating Dual-Stage Attention and Deep Learning

Niu, Tong, Wang, Jia     More...

Niu, Tong, Wang, Jianzhou, Du, Pei, Yang, Wendong     Less

IEEE Transactions on Industrial Informatics[1551-3203], Published 2023, Volume 19, Issue 11, Pages 11252-11264

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WOS核心合集引用: 4  2023影響因子:  11.7  发表年影響因子:  11.7 

7.An innovative interpretable combined learning model for wind speed forecasting

Du, P, Yang, DC, Li,     More...

Du, P, Yang, DC, Li, YZ, Wang, JZ     Less

APPLIED ENERGY[0306-2619], Published 2024, Volume 358,

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WOS核心合集引用: 19  2023影響因子:  10.1 

8.A novel crude oil price forecasting model using decomposition and deep learning networks

Dong, Yao, Jiang, He     More...

Dong, Yao, Jiang, He, Guo, Yunting, Wang, Jianzhou     Less

Engineering Applications of Artificial Intelligence[0952-1976], Published 2024, Volume 133,

收錄情况： WOS SCOPUS

WOS核心合集引用: 12  2023影響因子:  7.5 

9.A novel hybrid forecasting model with feature selection and deep learning for wind speed research

Chen, XJ, Wang, Y, Z     More...

Chen, XJ, Wang, Y, Zhang, HT, Wang, JZ     Less

JOURNAL OF FORECASTING[0277-6693], Published 2024,

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WOS核心合集引用: 3  2023影響因子:  3.4 

10.Power load forecasting based on spatial-temporal fusion graph convolution network

Jiang, H, Dong, YW,     More...

Jiang, H, Dong, YW, Dong, Y, Wang, JZ     Less

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE[0040-1625], Published 2024, Volume 204,

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WOS核心合集引用: 4  2023影響因子:  12.9 

11.A novel fuzzification-forecasting-optimization ensemble system for wind speed based on fuzzy theory and a multiobjective optimizer

Zhao, Y, Wang, JZ, N     More...

Zhao, Y, Wang, JZ, Niu, T, Wang, Y, Lv, MZ     Less

APPLIED INTELLIGENCE[0924-669X], Published 2024,

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WOS核心合集引用: 2  2023影響因子:  3.4 

12.Framework for multivariate carbon price forecasting: A novel hybrid model

Zhang, XK, Zong, Y,     More...

Zhang, XK, Zong, Y, Du, P, Wang, SB, Wang, JZ     Less

JOURNAL OF ENVIRONMENTAL MANAGEMENT[0301-4797], Published 2024, Volume 369,

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WOS核心合集引用: 9  2023影響因子:  8.0 

13.Spatio-temporal feature interpretable model for air quality forecasting

Yang, WH, Li, HM, Wa     More...

Yang, WH, Li, HM, Wang, JZ, Ma, HY     Less

ECOLOGICAL INDICATORS[1470-160X], Published 2024, Volume 167,

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WOS核心合集引用: 1  2023影響因子:  7.0 

14.A novel combined multi-variate prediction framework for air pollution based on feature selection and deep learning models

Bai, L, Du, P, Wang,     More...

Bai, L, Du, P, Wang, SB, Li, HM, Wang, JZ     Less

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION[0957-5820], Published 2025, Volume 193, Pages 1157-1172

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WOS核心合集引用: 0  2023影響因子:  6.9 

15.ETDS: A Novel Electricity Theft Detection System for Highly Unbalanced Data in Smart Grids

Niu, T, Yue, H, Alsk     More...

Niu, T, Yue, H, Alskaif, T, Cui, MJ, Wang, JZ     Less

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[1551-3203], Published 2025, Volume 21, Issue 3, Pages 2114-2123

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WOS核心合集引用: 0  2023影響因子:  11.7