Jianzhou Wang

发表

A novel dynamic ensemble air quality index forecasting system

Hongmin Li, Jianzhou Wang, Hufang Yang, 2020 .

The Research of Software Product Line Engineering Process and Its Integrated Development Environment Model

Haiyan Lu, Jianzhou Wang, Jianli Dong, 2008, 2008 International Symposium on Computer Science and Computational Technology.

Application of a novel early warning system based on fuzzy time series in urban air quality forecasting in China

Haiyan Lu, Hongmin Li, Jianzhou Wang, 2018, Appl. Soft Comput..

A Hybrid Evolutionary Algorithm Based on ACO and PSO for Real Estate Early Warning System

Jianzhou Wang, Donghuai Sun, Jinzhao Liang, 2008, 2008 International Conference on Computer Science and Information Technology.

Research and Application of a Novel Hybrid Model Based on Data Selection and Artificial Intelligence Algorithm for Short Term Load Forecasting

Rui Wang, Jianzhou Wang, Wendong Yang, 2017, Entropy.

Distributed HS-ARTMAP and its forecasting model for electricity load

Jing Zhao, Jianzhou Wang, Xing Lu, 2015, Appl. Soft Comput..

Research on a combined model based on linear and nonlinear features - A case study of wind speed forecasting

Jianzhou Wang, Wenyu Zhang, Kequan Zhang, 2019, Renewable Energy.

Short-Term Wind Speed Forecasting Using the Data Processing Approach and the Support Vector Machine Model Optimized by the Improved Cuckoo Search Parameter Estimation Algorithm

Jianzhou Wang, Jie Wu, Chen Wang, 2016 .

An efficient approach for electric load forecasting using distributed ART (adaptive resonance theory

Jianzhou Wang, Yun Tang, Yuan Cai, 2011 .

An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting

Jianzhou Wang, Guangfu Wang, Jinxing Che, 2012 .

Sandstorm Occurrence Frequency Short-Term Prediction Based on Bootstrap Method

Jianzhou Wang, Haiyang Chen, Jianli Dong, 2008, ISICA.

Chaotic Time Series Forecasting Base on Fuzzy Adaptive PSO for Feedforward Neural Network Training

Wenyu Zhang, Jianzhou Wang, Jinzhao Liang, 2008, 2008 The 9th International Conference for Young Computer Scientists.

Analysis and forecasting of the oil consumption in China based on combination models optimized by artificial intelligence algorithms

Jianzhou Wang, Yifan Li, Jingrui Li, 2018 .

Application of SVM Combined with Mackov Chain for Inventory Prediction in Supply Chain

Haiyan Lu, Jianzhou Wang, Donghuai Sun, 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.

Outlier-robust hybrid electricity price forecasting model for electricity market management

Jianzhou Wang, Wendong Yang, Pei Du, 2020 .

Research and Application of a Hybrid Wind Energy Forecasting System Based on Data Processing and an Optimized Extreme Learning Machine

Jianzhou Wang, Jingrui Li, Rui Wang, 2018, Energies.

A robust combination approach for short-term wind speed forecastingand analysis e Combination of the ARIMA (Autoregressive IntegratedMoving Average), ELM (Extreme Learning Machine), SVM (SupportVector Machine) and LSSVM (Least Square SVM) forecasts u

Jianzhou Wang, Jianming Hu, Jianzhou Wang, 2015 .

Day-ahead electricity demand forecasting method based on SOM, WT and PSO-LSSVM algorithm

Chao Yuan, Yi Yang, Jianzhou Wang, 2014 .

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

Jianzhou Wang, Haiyan Lu, Wendong Yang, 2021, IEEE Transactions on Industrial Informatics.

Multi-step ahead forecasting in electrical power system using a hybrid forecasting system

Jianzhou Wang, Wendong Yang, Tong Niu, 2018, Renewable Energy.

A hybrid forecasting approach applied to wind speed time series

Jianzhou Wang, Jianming Hu, Guowei Zeng, 2013 .

A novel application of artificial neural network for wind speed estimation

Jianzhou Wang, Da Fang, Jianzhou Wang, 2017 .

An innovative integrated model using the singular spectrum analysis and nonlinear multi-layer perceptron network optimized by hybrid intelligent algorithm for short-term load forecasting

Lean Yu, Jianzhou Wang, Jing Wu, 2016 .

Chaotic time series method combined with particle swarm optimization and trend adjustment for electricity demand forecasting

Haiyan Lu, Jianzhou Wang, Jie Wu, 2011, Expert Syst. Appl..

Combined modeling for electric load forecasting with adaptive particle swarm optimization

Haiyan Lu, Jianzhou Wang, Wenyu Zhang, 2010 .

A novel approach for electricity demand forecasting

Yi Yang, Jianzhou Wang, Caihong Li, 2014 .

Detection, mining and forecasting of impact load in power load forecasting

Lian Li, Jianzhou Wang, Zhixin Ma, 2005, Appl. Math. Comput..

Short-term wind speed forecasting based on a hybrid model

Wenyu Zhang, Jianzhou Wang, Meng Tian, 2013, Appl. Soft Comput..

A Hybrid System Based on LSTM for Short-Term Power Load Forecasting

Jianzhou Wang, Yu Jin, Honggang Guo, 2020, Energies.

A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting

Jianzhou Wang, Wendong Yang, Tong Niu, 2019, Applied Energy.

A novel model: Dynamic choice artificial neural network (DCANN) for an electricity price forecasting system

Jing Zhao, Jianzhou Wang, Feng Liu, 2016, Appl. Soft Comput..

Particle-swarm optimization of ensemble neural networks with negative correlation learning for forecasting short-term wind speed of wind farms in western China

Chen Wang, Jianzhou Wang, Tao Ma, 2019, Inf. Sci..

Hybrid wind energy forecasting and analysis system based on divide and conquer scheme: A case study in China

Jianzhou Wang, Wendong Yang, Haiyan Lu, 2019, Journal of Cleaner Production.

Supply Chain Safety Stock Quantity's Fractal Forecast and Study

Haiyan Lu, Jianzhou Wang, Donghuai Sun, 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.

Research and Application of a Novel Combined Model Based on Multiobjective Optimization for Multistep-Ahead Electric Load Forecasting

Jianzhou Wang, Haiyan Lu, Yechi Zhang, 2019, Energies.

A novel hybrid model based on artificial neural networks for solar radiation prediction

Jianzhou Wang, Yujie Wu, Yujie Wu, 2016 .

Electricity Demand Forecasting Based on Feedforward Neural Network Training by a Novel Hybrid Evolutionary Algorithm

Jianzhou Wang, Jinzhao Liang, Yuanyuan Wang, 2009, 2009 International Conference on Computer Engineering and Technology.

Artificial Combined Model Based on Hybrid Nonlinear Neural Network Models and Statistics Linear Models—Research and Application for Wind Speed Forecasting

Jianzhou Wang, Xuejun Chen, Shenghui Zhang, 2018, Sustainability.

Prediction study and application of wind power development based on filtering error threshold

Ziqi Zhang, Jianzhou Wang, Rui Zhang, 2015 .

Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting

Chao Ren, Ning An, Jianzhou Wang, 2014, Knowl. Based Syst..

Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting

Haiyan Lu, Jiani Heng, Jianzhou Wang, 2017 .

A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

Jianzhou Wang, Jie Wu, Liye Xiao, 2015 .

Time Series Forecasting Based on Novel Support Vector Machine Using Artificial Fish Swarm Algorithm

Jianzhou Wang, Donghuai Sun, Xuejun Chen, 2008, 2008 Fourth International Conference on Natural Computation.

A novel system for multi-step electricity price forecasting for electricity market management

Jianzhou Wang, Wendong Yang, Pei Du, 2020, Appl. Soft Comput..

Short-term electric load forecasting based on singular spectrum analysis and support vector machine optimized by Cuckoo search algorithm

Xiaobo Zhang, Jianzhou Wang, Kequan Zhang, 2017 .

A Novel Hybrid Evolutionary Algorithm Based on PSO and AFSA for Feedforward Neural Network Training

Jianzhou Wang, Donghuai Sun, Xuejun Chen, 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.

Research and application of local perceptron neural network in highway rectifier for time series forecasting

Jianzhou Wang, Yunxuan Dong, Zhen-hai Guo, 2018, Appl. Soft Comput..

A novel hybrid system based on a new proposed algorithm-Multi-Objective Whale Optimization Algorithm for wind speed forecasting

Jianzhou Wang, Wendong Yang, Tong Niu, 2017 .

Multi-step wind speed and power forecasts based on a WRF simulation and an optimized association method

Jing Zhao, Jianzhou Wang, Zhenhai Guo, 2017 .

Short-Term Load Forecasting by Integration of Phase Space Reconstruction, Support Vector Regression and Parameter Tuning System

Jianzhou Wang, Jinzhao Liang, Jinxing Che, 2008, 2008 International Seminar on Future Information Technology and Management Engineering.

Novel analysis–forecast system based on multi-objective optimization for air quality index

Hongmin Li, Haiyan Lu, Jianzhou Wang, 2019, Journal of Cleaner Production.

A Novel Framework of Reservoir Computing for Deterministic and Probabilistic Wind Power Forecasting

Haiyan Lu, Jianzhou Wang, Wendong Yang, 2020, IEEE Transactions on Sustainable Energy.

A novel system based on neural networks with linear combination framework for wind speed forecasting

Na Zhang, Haiyan Lu, Jianzhou Wang, 2019, Energy Conversion and Management.

The model of chaotic sequences based on adaptive particle swarm optimization arithmetic combined with seasonal term

Haiyan Lu, Jianzhou Wang, Yao Dong, 2012 .

A hybrid approach based on the Gaussian process with t-observation model for short-term wind speed forecasts

Jianzhou Wang, Jianming Hu, Liqun Xiao, 2017 .

An improved grey model optimized by multi-objective ant lion optimization algorithm for annual electricity consumption forecasting

Haiyan Lu, Jianzhou Wang, Wendong Yang, 2018, Appl. Soft Comput..

Research on Combined Model Based on Multi-Objective Optimization and Application in Wind Speed Forecast

Chen Wang, Jianzhou Wang, Shenghui Zhang, 2019, Applied Sciences.

Using multi-output feedforward neural network with empirical mode decomposition based signal filtering for electricity demand forecasting

Ning An, Jianzhou Wang, Weigang Zhao, 2013 .

Ensemble probabilistic prediction approach for modeling uncertainty in crude oil price

Jianzhou Wang, Wendong Yang, Pei Du, 2020, Appl. Soft Comput..

Techniques of applying wavelet de-noising into a combined model for short-term load forecasting

Jing Zhao, Jianzhou Wang, Suling Zhu, 2014 .

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

Haiyan Lu, Jianzhou Wang, Zhenhai Guo, 2012 .

A numerical model based on prior distribution fuzzy inference and neural networks

Jianzhou Wang, Zhenhai Guo, Kequan Zhang, 2017 .

A novel sub-models selection algorithm based on max-relevance and min-redundancy neighborhood mutual information

Chen Wang, Jianzhou Wang, Ling Xiao, 2019, Inf. Sci..

Forecasting wind speed using empirical mode decomposition and Elman neural network

Jianzhou Wang, Yaning Li, Wenyu Zhang, 2014, Appl. Soft Comput..

Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting

Chen Wang, Jiani Heng, Jianzhou Wang, 2017 .

A model-free control method for estimating the joint angles of the knee exoskeleton

Jie Wang, Jianzhou Wang, Yan Zhang, 2018 .

Improved v -Support vector regression model based on variable selection and brain storm optimization for stock price forecasting

Chen Wang, Jianzhou Wang, Lin Shen, 2016, Appl. Soft Comput..

Container throughput forecasting using a novel hybrid learning method with error correction strategy

Jianzhou Wang, Wendong Yang, Pei Du, 2019, Knowl. Based Syst..

Multi-step-ahead wind speed forecasting based on optimal feature selection and a modified bat algorithm with the cognition strategy

Jianzhou Wang, Kequan Zhang, Tong Niu, 2018 .

Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

Jianzhou Wang, Jianming Hu, Jianzhou Wang, 2015 .

Multi-layer cooperative combined forecasting system for short-term wind speed forecasting

Jianzhou Wang, Bo Zeng, Qiwei Li, 2021 .

Suitable error evaluation criteria selection in the wind energy assessment via the K-means clustering algorithm

Haiyan Lu, Jianzhou Wang, Jie Wu, 2016 .

Uncertainty modeling for chaotic time series based on optimal multi-input multi-output architecture: Application to offshore wind speed

Haiyan Lu, Jianzhou Wang, Tong Niu, 2018 .

ARMA Model identification using Particle Swarm Optimization Algorithm

Jianzhou Wang, Donghuai Sun, Jinzhao Liang, 2008, 2008 International Conference on Computer Science and Information Technology.

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

Jianzhou Wang, Haiyan Lu, Wendong Yang, 2020, Expert Syst. Appl..

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting pdf

Jianzhou Wang, Yan Hao, Tong Niu, 2019, Appl. Soft Comput..

A case study on a hybrid wind speed forecasting method using BP neural network

Haiyan Lu, Jianzhou Wang, Jie Wu, 2011, Knowl. Based Syst..

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

Haiyan Lu, Jianzhou Wang, Jingjing Song, 2018 .

A novel hybrid approach for wind speed prediction

Wenyu Zhang, Jianzhou Wang, Tingting Han, 2014, Inf. Sci..

A hybrid model based on smooth transition periodic autoregressive and Elman artificial neural network for wind speed forecasting of the Hebei region in China

Jianzhou Wang, Jie Wu, Ge Zhao, 2016 .

Bayesian regularisation neural network based on artificial intelligence optimisation

Na Zhang, Jianzhou Wang, Qi Zhou, 2017, Int. J. Prod. Res..

Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

Jianzhou Wang, Zhenhai Guo, Wendong Yang, 2017 .

A novel non-linear combination system for short-term wind speed forecast

Shiqi Wang, Jianzhou Wang, Wendong Yang, 2019 .

A novel hybrid system based on multi-objective optimization for wind speed forecasting

Jianzhou Wang, Xuejun Chen, Chunying Wu, 2020 .

Research and Application on Multi-Layer Matter-Element Extension Synthesis Evaluation Method for Software Quality

Jianzhou Wang, Jianli Dong, Ningguo Shi, 2011, J. Softw..

An analysis-forecast system for uncertainty modeling of wind speed: A case study of large-scale wind farms

Jianzhou Wang, Zhenhai Guo, Wendong Yang, 2018 .

Performance analysis of four modified approaches for wind speed forecasting

Jianzhou Wang, Jie Wu, Weigang Zhao, 2012 .

Research and application of a combined model based on variable weight for short term wind speed forecasting

Hongmin Li, Jianzhou Wang, Zhenhai Guo, 2018 .

Decision Support in Cancer Base on Fuzzy Adaptive PSO for Feedforward Neural Network Training

Haiming Wang, Jianzhou Wang, Jinzhao Liang, 2008, 2008 International Symposium on Computer Science and Computational Technology.

Prediction by Integration of Phase Space Reconstruction and a Novel Evolutionary System under Deregulated Power Market

Wenyu Zhang, Jianzhou Wang, Jinzhao Liang, 2009, 2009 Second International Workshop on Knowledge Discovery and Data Mining.

Integrated Forecasting Method for Wind Energy Management: A Case Study in China

Jianzhou Wang, Zhenkun Liu, Lifang Zhang, 2019, Processes.

A new hybrid model optimized by an intelligent optimization algorithm for wind speed forecasting

Haiyan Lu, Jianzhou Wang, Ge Zhao, 2014 .

A Hybrid Model Based on Ensemble Empirical Mode Decomposition and Fruit Fly Optimization Algorithm for Wind Speed Forecasting

Jianzhou Wang, Kequan Zhang, Zongxi Qu, 2016 .

A novel hybrid approach based on cuckoo search optimization algorithm for short‐term wind speed forecasting

Jianzhou Wang, Kequan Zhang, Zongxi Qu, 2017 .

A novel decomposition‐ensemble model for forecasting short‐term load‐time series with multiple seasonal patterns

Xiaobo Zhang, Jianzhou Wang, Jianzhou Wang, 2018, Appl. Soft Comput..

A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction

Ming Liu, Jianzhou Wang, Li Liu, 2016, Comput. Intell..

Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system

Jianzhou Wang, Yifan Li, Wendong Yang, 2018 .

Wind speed probability distribution estimation and wind energy assessment

Jianzhou Wang, Jianming Hu, Kailiang Ma, 2016 .

A hesitant fuzzy wind speed forecasting system with novel defuzzification method and multi-objective optimization algorithm

Ying Wang, Hongmin Li, Jianzhou Wang, 2020 .

The Number of Chinese International Airlines Forecasting Based on Grey Model Using Fuzzy Adaptive PSO Algorithm

Jianzhou Wang, Jinzhao Liang, Yuanyuan Wang, 2008, 2008 International Symposium on Information Science and Engineering.

Optimal parameters estimation and input subset for grey model based on chaotic particle swarm optimization algorithm

Jianzhou Wang, Suling Zhu, Weigang Zhao, 2011, Expert Syst. Appl..

Developing an early-warning system for air quality prediction and assessment of cities in China

Xiaobo Zhang, Haiyan Lu, Jianzhou Wang, 2017, Expert Syst. Appl..

A novel hybrid forecasting system of wind speed based on a newly developed multi-objective sine cosine algorithm

Jianzhou Wang, Wendong Yang, Tong Niu, 2018 .