Jianzhou Wang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 89

Top Venues

Appl. Soft Comput.

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Knowl. Based Syst.

Publications

Shoujiang Li, Jianzhou Wang, Hui Zhang, Yong Liang
Solar photovoltaic power forecasting system with online manner based on adaptive mode decomposition and multi-objective optimization. Comput. Electr. Eng. 118 (2024)
Jingjiang Liu, Jianzhou Wang, Yunbo Niu, Boqian Ji, Lei Gu
A point-interval wind speed forecasting system based on fuzzy theory and neural networks architecture searching strategy. Eng. Appl. Artif. Intell. 132 (2024)
Jianzhou Wang, Xinsong Niu, Lifang Zhang, Zhenkun Liu, Xiaojia Huang
A wind speed forecasting system for the construction of a smart grid with two-stage data processing based on improved ELM and deep learning strategies. Expert Syst. Appl. 241 (2024)
Yao Dong, He Jiang, Yunting Guo, Jianzhou Wang
A novel crude oil price forecasting model using decomposition and deep learning networks. Eng. Appl. Artif. Intell. 133 (2024)
Haipeng Zhang, Jianzhou Wang, Qiwei Li
Nonlinear fuzzy forecasting system for wind speed interval forecasting based on self-adaption feature selecting and Bi-LSTM. Signal Image Video Process. 18 (2) (2024)
Jialu Gao, Jianzhou Wang, Yilin Zhou, Mengzheng Lv, Danxiang Wei
Enhancing investment performance of Black-Litterman model with AI hybrid system: Can it be done? Expert Syst. Appl. 244 (2024)
Yunbo Niu, Jianzhou Wang, Ziyuan Zhang, Yannan Yu, Jingjiang Liu
A combined interval prediction system based on fuzzy strategy and neural network for wind speed. Appl. Soft Comput. 155 (2024)
Zhining Cao, Jianzhou Wang, Yurui Xia
Combined electricity load-forecasting system based on weighted fuzzy time series and deep neural networks. Eng. Appl. Artif. Intell. 132 (2024)
Haipeng Zhang, Jianzhou Wang, Ying Nie
A novel optimization model based on fuzzy time series for short-term Air Quality Index forecasting. Knowl. Based Syst. 296 (2024)
Xiaoqing Zhang, Xiuying Chen, Yuhan Liu, Jianzhou Wang, Zhenxing Hu, Rui Yan
LLM-Driven Agents for Influencer Selection in Digital Advertising Campaigns. CoRR (2024)
Xinyu Wang, Jianzhou Wang, Xinsong Niu, Chunying Wu
Novel wind-speed prediction system based on dimensionality reduction and nonlinear weighting strategy for point-interval prediction. Expert Syst. Appl. 241 (2024)
Peiqi Sun, Zhenkun Liu, Jianzhou Wang, Weigang Zhao
Interval forecasting for wind speed using a combination model based on multiobjective artificial hummingbird algorithm. Appl. Soft Comput. 150 (2024)
Lei Gu, Jianzhou Wang, Jingjiang Liu
A combined system based on data preprocessing and optimization algorithm for electricity load forecasting. Comput. Ind. Eng. 191 (2024)
Mengzheng Lv, Jianzhou Wang, Shuai Wang, Jialu Gao, Honggang Guo
Developing a hybrid system for stock selection and portfolio optimization with many-objective optimization based on deep learning and improved NSGA-III. Inf. Sci. 670 (2024)
Yan Hao, Xiaodi Wang, Jianzhou Wang, Wendong Yang
A novel interval-valued carbon price analysis and forecasting system based on multi-objective ensemble strategy for carbon trading market. Expert Syst. Appl. 244 (2024)
Qianyi Xing, Xiaojia Huang, Jianzhou Wang, Shuai Wang
A novel multivariate combined power load forecasting system based on feature selection and multi-objective intelligent optimization. Expert Syst. Appl. 244 (2024)
Yurui Xia, Jianzhou Wang, Ziyuan Zhang, Danxiang Wei, Zhining Cao, Zhiwu Li
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer. Appl. Soft Comput. 165 (2024)
Jianzhou Wang, Yuanyuan Shao, He Jiang, Yining An
A multi-variable hybrid system for port container throughput deterministic and uncertain forecasting. Expert Syst. Appl. 237 (Part B) (2024)
Kang Wang, Yanru Liu, Qianyi Xing, Yuansheng Qian, Jianzhou Wang, Mengzheng Lv
An integrated system to significant wave height prediction: Combining feature engineering, multi-criteria decision making, and hybrid kernel density estimation. Expert Syst. Appl. 241 (2024)
ShiWen Wang, Jianzhou Wang, Bo Zeng, Weigang Zhao
A structure for predicting wind speed using fuzzy granulation and optimization techniques. Appl. Intell. 54 (5) (2024)
Bo Zeng, Tingting Zheng, Xiaozeng Xu, Jianzhou Wang
A novel structure grey prediction model with strong compatibility and its application in forecasting the annual average concentration of particulate matter in Beijing. Eng. Appl. Artif. Intell. 136 (2024)
Wenhao Zhou, Bo Zeng, You Wu, Jianzhou Wang, Hailin Li, Zhiwei Zhang
Application of the three-parameter discrete direct grey model to forecast China's natural gas consumption. Soft Comput. 27 (6) (2023)
Shoujiang Li, Jianzhou Wang, Hui Zhang, Yong Liang
Short-term load forecasting system based on sliding fuzzy granulation and equilibrium optimizer. Appl. Intell. 53 (19) (2023)
Zhining Cao, Jianzhou Wang, Li Yin, Danxiang Wei, Yiyao Xiao
A hybrid electricity load prediction system based on weighted fuzzy time series and multi-objective differential evolution. Appl. Soft Comput. 149 (Part B) (2023)
Jianzhou Wang, Yilin Zhou, He Jiang
A novel interval forecasting system based on multi-objective optimization and hybrid data reconstruct strategy. Expert Syst. Appl. 217 (2023)
Ping Jiang, Zhenkun Liu, Lifang Zhang, Jianzhou Wang
Hybrid model for profit-driven churn prediction based on cost minimization and return maximization. Expert Syst. Appl. 228 (2023)
Jiatong Liu, Jianzhou Wang, Shuai Wang, Weigang Zhao
Wind speed point prediction and interval prediction method based on linear prediction model, neural network, and deep learning. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Jianzhou Wang, Honggang Guo, Aiyi Song
Photovoltaic power combination prediction system based on improved multi-objective optimization algorithm and nonlinear weighting strategy. Expert Syst. J. Knowl. Eng. 40 (3) (2023)
Jianzhou Wang, Kang Wang, Zhiwu Li, Haiyan Lu, He Jiang
Short-term power load forecasting system based on rough set, information granule and multi-objective optimization. Appl. Soft Comput. 146 (2023)
Yurui Xia, Jianzhou Wang, Danxiang Wei, Ziyuan Zhang
Combined framework based on data preprocessing and multi-objective optimizer for electricity load forecasting. Eng. Appl. Artif. Intell. 119 (2023)
Zhenkun Liu, Ping Li, Danxiang Wei, Jianzhou Wang, Lifang Zhang, Xinsong Niu
Forecasting system with sub-model selection strategy for photovoltaic power output forecasting. Earth Sci. Informatics 16 (1) (2023)
Jianzhou Wang, Qiwei Li, Haipeng Zhang, Ying Wang
A deep-learning wind speed interval forecasting architecture based on modified scaling approach with feature ranking and two-output gated recurrent unit. Expert Syst. Appl. 211 (2023)
Mengzheng Lv, Jianzhou Wang, Xinsong Niu, Haiyan Lu
A newly combination model based on data denoising strategy and advanced optimization algorithm for short-term wind speed prediction. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Yuyang Gao, Ping Li, Hufang Yang, Jianzhou Wang
A solar radiation intelligent forecasting framework based on feature selection and multivariable fuzzy time series. Eng. Appl. Artif. Intell. 126 (2023)
Tong Niu, Jianzhou Wang, Pei Du, Wendong Yang
WPFSAD: Wind Power Forecasting System Integrating Dual-Stage Attention and Deep Learning. IEEE Trans. Ind. Informatics 19 (11) (2023)
Ziyuan Zhang, Jianzhou Wang, Danxiang Wei, Yurui Xia
An improved temporal convolutional network with attention mechanism for photovoltaic generation forecasting. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Qianyi Xing, Jianzhou Wang, He Jiang, Kang Wang
Research of a novel combined deterministic and probabilistic forecasting system for air pollutant concentration. Expert Syst. Appl. 228 (2023)
Yurui Xia, Jianzhou Wang, Ziyuan Zhang, Danxiang Wei, Li Yin
Short-term PV power forecasting based on time series expansion and high-order fuzzy cognitive maps. Appl. Soft Comput. 135 (2023)
Jianzhou Wang, Mengzheng Lv, Zhiwu Li, Bo Zeng
Multivariate selection-combination short-term wind speed forecasting system based on convolution-recurrent network and multi-objective chameleon swarm algorithm. Expert Syst. Appl. 214 (2023)
Lifang Zhang, Jianzhou Wang, Zhenkun Liu
What should lenders be more concerned about? Developing a profit-driven loan default prediction model. Expert Syst. Appl. 213 (Part) (2023)
Yuhuan Sun, Jiao Ding, Zhenkun Liu, Jianzhou Wang
Combined forecasting tool for renewable energy management in sustainable supply chains. Comput. Ind. Eng. 179 (2023)
Yan Hao, Yilin Zhou, Jialu Gao, Jianzhou Wang
A Novel Air Pollutant Concentration Prediction System Based on Decomposition-Ensemble Mode and Multi-Objective Optimization for Environmental System Management. Syst. 10 (5) (2022)
Yuyang Gao, Jianzhou Wang, Xiaobo Zhang, Ranran Li
Ensemble wind speed prediction system based on envelope decomposition method and fuzzy inference evaluation of predictability. Appl. Soft Comput. 124 (2022)
Jianzhou Wang, Rui Wang, Zhiwu Li
concentration. Appl. Soft Comput. 114 (2022)
Jianzhou Wang, Lifang Zhang, Zhenkun Liu, Xinsong Niu
A novel decomposition-ensemble forecasting system for dynamic dispatching of smart grid with sub-model selection and intelligent optimization. Expert Syst. Appl. 201 (2022)
Ping Jiang, Zhenkun Liu, Lifang Zhang, Jianzhou Wang
Advanced traffic congestion early warning system based on traffic flow forecasting and extenics evaluation. Appl. Soft Comput. 118 (2022)
Dong Li, Li Yin, Jianzhou Wang, Naiqi Wu
Game current-state opacity formulation in probabilistic resource automata. Inf. Sci. 613 (2022)
Jianzhou Wang, Haipeng Zhang, Hua Luo
Research on the construction of stock portfolios based on multiobjective water cycle algorithm and KMV algorithm. Appl. Soft Comput. 115 (2022)
Xinsong Niu, Jianzhou Wang, Lifang Zhang
Carbon price forecasting system based on error correction and divide-conquer strategies. Appl. Soft Comput. 118 (2022)
Jianzhou Wang, Ying Wang, Zhiwu Li, Hongmin Li, Hufang Yang
Design of a combined system based on multi-objective optimization for point and interval forecasting of air pollution. Expert Syst. Appl. 191 (2022)
Jianzhou Wang, Haipeng Zhang, Qiwei Li, Aini Ji
Design and research of hybrid forecasting system for wind speed point forecasting and fuzzy interval forecasting. Expert Syst. Appl. 209 (2022)
Hongmin Li, Jianzhou Wang, Hufang Yang, Ying Wang
Air quality deterministic and probabilistic forecasting system based on hesitant fuzzy sets and nonlinear robust outlier correction. Knowl. Based Syst. 237 (2022)
Jianzhou Wang, Yuyang Gao
An integrated forecasting system based on knee-based multi-objective optimization for solar radiation interval forecasting. Expert Syst. Appl. 198 (2022)
Zhenkun Liu, Ping Jiang, Jianzhou Wang, Lifang Zhang
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm. Expert Syst. Appl. 177 (2021)
Pei Du, Jianzhou Wang, Tong Niu, Wendong Yang
prediction and related health effects and economic cost assessments in 2020 and 2021: Case studies in Jing-Jin-Ji, China. Knowl. Based Syst. 233 (2021)
Jianzhou Wang, Jochen Lang
Visual Multi-Face Tracking Applied to Council Proceedings. IEEE Instrum. Meas. Mag. 24 (3) (2021)
Jianzhou Wang, Zishu Cheng
Wind speed interval prediction model based on variational mode decomposition and multi-objective optimization. Appl. Soft Comput. 113 (Part) (2021)
Jianzhou Wang, Hongmin Li, Ying Wang, Haiyan Lu
A hesitant fuzzy wind speed forecasting system with novel defuzzification method and multi-objective optimization algorithm. Expert Syst. Appl. 168 (2021)
Jianzhou Wang, Lifang Zhang, Chen Wang, Zhenkun Liu
A regional pretraining-classification-selection forecasting system for wind power point forecasting and interval forecasting. Appl. Soft Comput. 113 (Part) (2021)
Qiwei Li, Jianzhou Wang, Haipeng Zhang
A wind speed interval forecasting system based on constrained lower upper bound estimation and parallel feature selection. Knowl. Based Syst. 231 (2021)
Tong Niu, Jianzhou Wang, Haiyan Lu, Wendong Yang, Pei Du
A Learning System Integrating Temporal Convolution and Deep Learning for Predictive Modeling of Crude Oil Price. IEEE Trans. Ind. Informatics 17 (7) (2021)
Jianzhou Wang, Tong Niu, Pei Du, Wendong Yang
Ensemble probabilistic prediction approach for modeling uncertainty in crude oil price. Appl. Soft Comput. 95 (2020)
He Bo, Ying Nie, Jianzhou Wang
Electric Load Forecasting Use a Novelty Hybrid Model on the Basic of Data Preprocessing Technique and Multi-Objective Optimization Algorithm. IEEE Access 8 (2020)
Pei Du, Jianzhou Wang, Yan Hao, Tong Niu, Wendong Yang
forecasting. Appl. Soft Comput. 96 (2020)
Tongji Guo, Lifang Zhang, Zhenkun Liu, Jianzhou Wang
A Combined Strategy for Wind Speed Forecasting Using Data Preprocessing and Weight Coefficients Optimization Calculation. IEEE Access 8 (2020)
Xiaohui He, Ying Nie, Hengliang Guo, Jianzhou Wang
Research on a Novel Combination System on the Basis of Deep Learning and Swarm Intelligence Optimization Algorithm for Wind Speed Forecasting. IEEE Access 8 (2020)
Jianzhou Wang, Xinsong Niu, Zhenkun Liu, Lifang Zhang
Analysis of the influence of international benchmark oil price on China's real exchange rate forecasting. Eng. Appl. Artif. Intell. 94 (2020)
Wendong Yang, Jianzhou Wang, Tong Niu, Pei Du
A novel system for multi-step electricity price forecasting for electricity market management. Appl. Soft Comput. 88 (2020)
Tong Niu, Jianzhou Wang, Haiyan Lu, Wendong Yang, Pei Du
Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting. Expert Syst. Appl. 148 (2020)
Tao Ma, Chen Wang, Jianzhou Wang, Jianjun Cheng, Xiaoyun Chen
Particle-swarm optimization of ensemble neural networks with negative correlation learning for forecasting short-term wind speed of wind farms in western China. Inf. Sci. 505 (2019)
Pei Du, Jianzhou Wang, Wendong Yang, Tong Niu
Container throughput forecasting using a novel hybrid learning method with error correction strategy. Knowl. Based Syst. 182 (2019)
Pei Du, Jianzhou Wang, Yan Hao, Tong Niu, Wendong Yang
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting. CoRR (2019)
Ling Xiao, Chen Wang, Yunxuan Dong, Jianzhou Wang
A novel sub-models selection algorithm based on max-relevance and min-redundancy neighborhood mutual information. Inf. Sci. 486 (2019)
Lifang Zhang, Yao Dong, Jianzhou Wang
Wind Speed Forecasting Using a Two-Stage Forecasting System With an Error Correcting and Nonlinear Ensemble Strategy. IEEE Access 7 (2019)
Pei Du, Jianzhou Wang, Wendong Yang, Tong Niu
A novel hybrid model for short-term wind power forecasting. Appl. Soft Comput. 80 (2019)
He Bo, Xinsong Niu, Jianzhou Wang
Wind Speed Forecasting System Based on the Variational Mode Decomposition Strategy and Immune Selection Multi-Objective Dragonfly Optimization Algorithm. IEEE Access 7 (2019)
Jianzhou Wang, Pei Du, Haiyan Lu, Wendong Yang, Tong Niu
An improved grey model optimized by multi-objective ant lion optimization algorithm for annual electricity consumption forecasting. Appl. Soft Comput. 72 (2018)
Jianzhou Wang, Hongmin Li, Haiyan Lu
Application of a novel early warning system based on fuzzy time series in urban air quality forecasting in China. Appl. Soft Comput. 71 (2018)
Yunxuan Dong, Jianzhou Wang, Zhen-hai Guo
Research and application of local perceptron neural network in highway rectifier for time series forecasting. Appl. Soft Comput. 64 (2018)
Xiaobo Zhang, Jianzhou Wang
A novel decomposition‐ensemble model for forecasting short‐term load‐time series with multiple seasonal patterns. Appl. Soft Comput. 65 (2018)
Wendong Yang, Jianzhou Wang, Rui Wang
Research and Application of a Novel Hybrid Model Based on Data Selection and Artificial Intelligence Algorithm for Short Term Load Forecasting. Entropy 19 (2) (2017)
Jianzhou Wang, Xiaobo Zhang, Zhen-hai Guo, Haiyan Lu
Developing an early-warning system for air quality prediction and assessment of cities in China. Expert Syst. Appl. 84 (2017)
Qianru Wang, Li Liu, Shu Wang, Jianzhou Wang, Ming Liu
Predicting Beijing's tertiary industry with an improved grey model. Appl. Soft Comput. 57 (2017)
Dingqi Yan, Qi Zhou, Jianzhou Wang, Na Zhang
Bayesian regularisation neural network based on artificial intelligence optimisation. Int. J. Prod. Res. 55 (8) (2017)
Tao Ma, Fen Wang, Jianzhou Wang, Yukai Yao, Xiaoyun Chen
A combined model based on seasonal autoregressive integrated moving average and modified particle swarm optimization algorithm for electrical load forecasting. J. Intell. Fuzzy Syst. 32 (5) (2017)
Li Liu, Qianru Wang, Jianzhou Wang, Ming Liu
A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction. Comput. Intell. 32 (3) (2016)
Jianzhou Wang, Feng Liu, Yiliao Song, Jing Zhao
A novel model: Dynamic choice artificial neural network (DCANN) for an electricity price forecasting system. Appl. Soft Comput. 48 (2016)
Jianzhou Wang, Ru Hou, Chen Wang, Lin Shen
Improved v -Support vector regression model based on variable selection and brain storm optimization for stock price forecasting. Appl. Soft Comput. 49 (2016)
Xing Lu, Jianzhou Wang, Yuan Cai, Jing Zhao
Distributed HS-ARTMAP and its forecasting model for electricity load. Appl. Soft Comput. 32 (2015)
Chao Ren, Ning An, Jianzhou Wang, Lian Li, Bin Hu, Duo Shang
Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting. Knowl. Based Syst. 56 (2014)
Jujie Wang, Wenyu Zhang, Jianzhou Wang, Tingting Han, Lingbin Kong
A novel hybrid approach for wind speed prediction. Inf. Sci. 273 (2014)
Jujie Wang, Wenyu Zhang, Yaning Li, Jianzhou Wang, Zhangli Dang
Forecasting wind speed using empirical mode decomposition and Elman neural network. Appl. Soft Comput. 23 (2014)
Wenyu Zhang, Jujie Wang, Jianzhou Wang, Zengbao Zhao, Meng Tian
Short-term wind speed forecasting based on a hybrid model. Appl. Soft Comput. 13 (7) (2013)
Zhen-hai Guo, Jie Wu, Haiyan Lu, Jianzhou Wang
A case study on a hybrid wind speed forecasting method using BP neural network. Knowl. Based Syst. 24 (7) (2011)
Jianzhou Wang, Dezhong Chi, Jie Wu, Haiyan Lu
Chaotic time series method combined with particle swarm optimization and trend adjustment for electricity demand forecasting. Expert Syst. Appl. 38 (7) (2011)
Jianli Dong, Ningguo Shi, Jianzhou Wang
Research and Application on Multi-Layer Matter-Element Extension Synthesis Evaluation Method for Software Quality. J. Softw. 6 (9) (2011)
Jianzhou Wang, Suling Zhu, Weigang Zhao, Wenjin Zhu
Optimal parameters estimation and input subset for grey model based on chaotic particle swarm optimization algorithm. Expert Syst. Appl. 38 (7) (2011)
Wenyu Zhang, Jinxing Che, Jianzhou Wang, Jinzhao Liang
Prediction by Integration of Phase Space Reconstruction and a Novel Evolutionary System under Deregulated Power Market. WKDD (2009)
Jianli Dong, Haiyang Chen, Jianzhou Wang, Donghuai Sun
Sandstorm Occurrence Frequency Short-Term Prediction Based on Bootstrap Method. ISICA (2008)
Jianzhou Wang, Jinxing Che, Jinzhao Liang, Haiyan Lu
Research on Real Estate Early Warning System Based on Decision Tree and Fuzzy Recognition Theory. FSKD (3) (2008)

Jianzhou Wang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jianzhou Wang