ANN in Financial Prediction

Using ANN in Financial Markets Micro-Structure Analysis

The present document presents/displays a model of Neuronal Networks Artificial RNA for the prognosis of the rate of nominal change in Colombia, including flow orders and the differential of the interest rates like variables of entrance to the model. Additionally methodological conclusions from the traditional treatment of the series of time were extracted. KeywordsType of Nominal Change, Artifi...

Secondary Structure Prediction Using ANN Learning

This paper presents two methods for predicting the secondary structure of proteins based on artificial neural network learning. Two variations of NN learning rule are employed using feedforward backpropogation architecture for predicting secondary structure of proteins from their promary sequences of amino acids. About 500 sequences and more than 10000 patterns were trained with variable size o...

Ann Based Prediction of Blast Furnace Parameters

Surface Roughness Prediction Model Using Ann & Anfis

Now a days the general manufacturing problem can be described as the achievement of a predefined product quality with given equipment, cost and time constraints. There is a rapid development in the quality of advanced aero space materials like aluminum and its alloys with improved properties. The difficulties in machining of these materials economically and effectively are limiting their applic...

Financial Market Prediction

Given financial data from popular sites like Yahoo and the London Exchange, the presented paper attempts to model and predict stocks that can be considered ”good investments”. Stocks are characterized by 125 features ranging from gross domestic product to EDIBTA, and are labeled by discrepancies between stock and market price returns. An artificial neural network (Self-Organizing Map) is fitted...