[PDF] Top 20 The Forecasting Model of Stock Price Based on PCA and BP Neural Network
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The Forecasting Model of Stock Price Based on PCA and BP Neural Network
... Propagation neural network, this paper establishes stock forecast model, and takes the Yunnan Baiyao (000538) as example, 29 indicators are selected from stocks technical analysis, and the ... See full document
17
Prediction Model of Power Customer Complaints Based on PCA BP Neural Network
... a forecasting model with the total number of complaints received by State Grid JiBei Electric Power ...This model is based on the previous information data of the above work orders, and ... See full document
10
Research on the forecasting model of China’s rare earth export prices based on BP neural network
... many BP neural network models forecasting export prices by choosing the changing trend in export prices of Chinese rare earth research as background, using rare earth export data from China to ... See full document
5
Estimating stock closing indices using a GA-weighted condensed polynomial neural network
... PNN based on the group method of data handling ...a model hidden within the empirical ...networks based on short-term polynomial transfer functions whose coefficients are obtained using regression ... See full document
22
Cerebral Model Neural Network based Time Series Price Forecasting Considering Seasonality
... series forecasting of price by applying function approximation utilizing cerebral model neural network ...(CMNN). Neural network based model have enhanced ... See full document
6
Forecasting of short term wind farm generation output based on a new plant growth neural network
... prediction model based on Plant Growth algorithm and neural network (PGNN) is ...PGANN model combines the ability of BP neural network for solving nonlinear problem ... See full document
6
Research on Financial Early Warning of Listed Corporation Based on SOM Fusion BP Neural Network
... short-term forecasting model of listed corporations based on the SOM network fusion BP network is ...The model firstly extracts the initial training samples re- lying on ... See full document
10
Stock price development forecasting using neural networks
... intelligence, neural network can fully detect the complex relation between investors and price fluctuations ...Therefore, neural networks are starting to be applied for predicting the share ... See full document
8
Escalation of Forecasting Accuracy through Linear Combiners of Predictive Models
... Artificial neural networks (ANN) are mimicking the human brains way of learning and emulate human’s behavior for solving nonlinear complex ...financial forecasting such as index prediction, foreign exchange ... See full document
14
STOCK MARKET PREDICTION USING BIO-INSPIRED COMPUTING: A SURVEY
... the stock price values the various neural network models ...artificial neural network(FLANN),Radial basis function neural network(RBFNN) local linear wavelet ... See full document
8
Long Short Term Model for Brent Oil Price Forecasting
... the stock market, average cost for basic items, education, essential commodities and many ...series forecasting. This article studies the LSTM neural network and its use to predict future ... See full document
5
Study on Pollution Forecasting using 2Phase Neural Network
... Artificial Neural Network for Pollution Forecasting : Forecasting it is intuitive that accuracy is very important ...pollution forecasting model are different different types of ... See full document
7
Hybrid Prediction Models For Stock Market
... National Stock Exchange (NSE-50) auto index of TVS MOTORS, covering the period from January 2011 to December ...opening price, high price, last price, low price, closing price ... See full document
9
A Trust Evaluation Model for Social Commerce Based on BP Neural Network
... reasonable price to buy goods and services of high quality by referencing to others’ recommendation, evaluation and interactive discus- ...business model that cannot be ignored and aroused wide attention of ... See full document
12
User-Online Load Movement Forecasting for Social Network Site Based on BP Artificial Neural Network
... recognizable network model called the "six degrees of separation" in 1997 [4, 7], social network sites (SNSs) have increasingly received the attention of both academic researcher and ... See full document
8
The Prediction of Stock Price Based on Improved Wavelet Neural Network
... and forecasting by using improved ...of network, momentum items are added, in the same time, learning rate and the factor of momentum are self-adaptive and the form of decreasing factor of learning rate is ... See full document
6
Oil Price Forecasting Based on EMD and BP AdaBoost Neural Network
... artificial neural net- work combined forecasting methods to predict financial time ...fuzzy neural network (FNN) to predict international crude oil futures prices ...oil price series on ... See full document
10
The Research on the Forecasting of Stock Price Based on the Improved Neural Network
... artificial neural networks to calculate the error contribution of each neuron after a batch of data (in image recognition, multiple images) is ...1, BP is a special case of an older and more general ... See full document
6
Comparative Study on Forecasting Model for Stock Index Future Price
... The neural network is based on the minimal sample point error in the training process, and therefore the learning phenomena are inevitable and the restriction of the model’s generalization ability ... See full document
8
Online Full Text
... Artificial Neural Networks (ANN) can provide relatively good performances in forecasting stock price but it cannot explain the forecasting rules ...(DT) model can generate some ... See full document
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