[PDF][PDF] Applications of ANNs in stock market prediction: a survey

S Soni - International Journal of Computer Science & …, 2011 - ijcset.com
This paper surveys recent literature in the domain of machine learning techniques and
artificial intelligence used to predict stock market movements. Artificial Neural Networks …

A hybrid SARIMA wavelet transform method for sales forecasting

TM Choi, Y Yu, KF Au - Decision Support Systems, 2011 - Elsevier
Time series forecasting, as an important tool in many decision support systems, has been
extensively studied and applied for sales forecasting over the past few decades. There are …

Intrusion detection using neural based hybrid classification methods

M Govindarajan, RM Chandrasekaran - Computer networks, 2011 - Elsevier
Data mining is the use of algorithms to extract the information and patterns derived by the
knowledge discovery in databases process. Classification is a very common data mining …

Prediction of moisture content in pre-osmosed and ultrasounded dried banana using genetic algorithm and neural network

M Mohebbi, F Shahidi, M Fathi, A Ehtiati… - Food and Bioproducts …, 2011 - Elsevier
In this study, application of a versatile approach for estimation moisture content of dried
banana using neural network and genetic algorithm has been presented. The banana …

[图书][B] Evolutionary statistical procedures: an evolutionary computation approach to statistical procedures designs and applications

R Baragona, F Battaglia, I Poli - 2011 - books.google.com
This proposed text appears to be a good introduction to evolutionary computation for use in
applied statistics research. The authors draw from a vast base of knowledge about the …

Effect of osmotic dehydration and air drying on physicochemical properties of dried kiwifruit and modeling of dehydration process using neural network and genetic …

M Fathi, M Mohebbi, SMA Razavi - Food and bioprocess technology, 2011 - Springer
In this study, effect of osmotic dehydration and hot air-drying conditions on shrinkage,
rehydration capacity, and moisture content of dried kiwifruit was investigated and artificial …

Application of integrated back-propagation network and self-organizing map for groundwater level forecasting

LH Chen, CT Chen, DW Lin - Journal of Water Resources Planning …, 2011 - ascelibrary.org
In this paper, based on the combination of the back-propagation network (BPN) and the self-
organizing map (SOM), a groundwater level forecasting model is proposed, named …

Single-step ahead prediction based on the principle of concatenation using grey predictors

E Kayacan, O Kaynak - Expert Systems with Applications, 2011 - Elsevier
In literature a number of different methods are proposed to improve the prediction accuracy
of grey models. However, most of them are computationally expensive, and this may prohibit …

Evolving chart pattern sensitive neural network based forex trading agents

GI Sher - arXiv preprint arXiv:1111.5892, 2011 - arxiv.org
Though machine learning has been applied to the foreign exchange market for algorithmic
trading for quiet some time now, and neural networks (NN) have been shown to yield …

Evaluation approach to stock trading system using evolutionary computation

IC Yeh, C Lien, YC Tsai - Expert Systems with Applications, 2011 - Elsevier
The past researches emphasize merely the avoidance of over-learning at the system level
and ignore the problem of over-learning at the model level, which lead to the poor …